diff --git "a/.\\a3ca4fc4-bbf8-485b-9a44-15a84d20b6ce-app.zip" "b/.\\a3ca4fc4-bbf8-485b-9a44-15a84d20b6ce-app.zip" deleted file mode 100644 index 84233a57..00000000 Binary files "a/.\\a3ca4fc4-bbf8-485b-9a44-15a84d20b6ce-app.zip" and /dev/null differ diff --git a/.gitignore b/.gitignore index a3a50e6e..ebdd3970 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,2 @@ -swa-cli.config.json -deploy.sh -site/build -site/.docusaurus +book .env -node_modules \ No newline at end of file diff --git a/book.toml b/book.toml new file mode 100644 index 00000000..1ab88b9e --- /dev/null +++ b/book.toml @@ -0,0 +1,19 @@ +[book] +title = "General Bots Documentation" +authors = ["General Bots Team"] +language = "en" +multilingual = false +src = "src" + +[build] +build-dir = "book" + +[output.html] +default-theme = "light" +preferred-dark-theme = "navy" +smart-punctuation = true +additional-css = ["src/custom.css", "src/whatsapp-chat.css"] +additional-js = ["src/theme-sync.js"] + +[output.html.favicon] +png = "favicon.png" diff --git a/site/.gitignore b/site/.gitignore deleted file mode 100644 index b2d6de30..00000000 --- a/site/.gitignore +++ /dev/null @@ -1,20 +0,0 @@ -# Dependencies -/node_modules - -# Production -/build - -# Generated files -.docusaurus -.cache-loader - -# Misc -.DS_Store -.env.local -.env.development.local -.env.test.local -.env.production.local - -npm-debug.log* -yarn-debug.log* -yarn-error.log* diff --git a/site/README.md b/site/README.md deleted file mode 100644 index 0c6c2c27..00000000 --- a/site/README.md +++ /dev/null @@ -1,41 +0,0 @@ -# Website - -This website is built using [Docusaurus](https://docusaurus.io/), a modern static website generator. - -### Installation - -``` -$ yarn -``` - -### Local Development - -``` -$ yarn start -``` - -This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server. - -### Build - -``` -$ yarn build -``` - -This command generates static content into the `build` directory and can be served using any static contents hosting service. - -### Deployment - -Using SSH: - -``` -$ USE_SSH=true yarn deploy -``` - -Not using SSH: - -``` -$ GIT_USER= yarn deploy -``` - -If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the `gh-pages` branch. diff --git a/site/babel.config.js b/site/babel.config.js deleted file mode 100644 index e00595da..00000000 --- a/site/babel.config.js +++ /dev/null @@ -1,3 +0,0 @@ -module.exports = { - presets: [require.resolve('@docusaurus/core/lib/babel/preset')], -}; diff --git a/site/docs/apendix-i-database-model.md b/site/docs/apendix-i-database-model.md deleted file mode 100644 index 29d8f5e3..00000000 --- a/site/docs/apendix-i-database-model.md +++ /dev/null @@ -1,11 +0,0 @@ ---- -sidebar_position: 1000 ---- - -# Apendix I - Database Model - -The database model can be seen on the picture bellow. In each .gbapp or .gblib -the folder **Model** will contain the Sequelize definition for each one of these -tables and their relationship. - -![General Bots Database Model](./images/GeneralBotsDatabaseModel.png) diff --git a/site/docs/apendix-ii-network-diagrams.md b/site/docs/apendix-ii-network-diagrams.md deleted file mode 100644 index 15df0d2a..00000000 --- a/site/docs/apendix-ii-network-diagrams.md +++ /dev/null @@ -1,11 +0,0 @@ ---- -sidebar_position: 1000 ---- - -# Apendix II - Network Diagrams - -## Reverse Proxy for Development - -When establishing a local development machine, an user can use the ngrok based proxy. The diagram shows how the localhost becomes accesible when the Bot Service need to connect, routing messages from the cloud to the local development server machine. - -![General Bots Reverse Proxy](./images/GeneralBotsReverseProxy.png) diff --git a/site/docs/chapter-01-run-and-talk.md b/site/docs/chapter-01-run-and-talk.md deleted file mode 100644 index 9637ba5d..00000000 --- a/site/docs/chapter-01-run-and-talk.md +++ /dev/null @@ -1,71 +0,0 @@ ---- -sidebar_position: 10 ---- - -# Run and Talk - -### Bot Development Stack - -![General Bot Logo](https://github.com/GeneralBots/BotServer/blob/main/docs/images/general-bots-stack.png) - -### Diagram Description - -1. **gbapp** and **gblib** are folder extensions within the GeneralBots package type, responsible for GeneralBots services in a back-end development environment. A General Bot App comprises four components: dialogs, models, services, and tests. - -2. The **.gbui** extension pertains to the GeneralBots front-end development environment. Angular, Riot, React, and HTML enable dynamic functionality for GeneralBots services. - -3. The **.gtheme** extension is utilized by GeneralBots designers using CSS and PS technologies. A theme consists of CSS files and images. - -4. **.gbDialog** is an extension responsible for GeneralBots' communication with end-users through bot services. **.gbkb** is a package for executing various types of media. - -5. The **.gbot** extension refers to the GeneralBots service product. - -6. **.gbai** denotes the architecture construction of the GeneralBots application. - -### The Bot Factory - -![General Bots Block Architecture](https://raw.githubusercontent.com/pragmatismo-io/BotServer/master/docs/images/general-bots-block-architecture.png) - -GeneralBots aims to deliver bots on Azure in an easy and efficient manner. Utilize office tools like Word or Excel for editing your bot, leveraging code (JavaScript or TypeScript) only for custom requirements. - -## How To - -### Running the Server Locally - -1. Install [Node.js](https://www.npmjs.com/get-npm), the current-generation General Bot code execution platform. -2. Open a **Terminal** on Linux and Mac, or a **Command Prompt** or PowerShell window on Windows. -3. Type `npm install -g botserver` and press **ENTER**. -4. Type `gbot` to start the server core. - -### Notes: - -- [*nodejs.install* Chocolatey Package](https://chocolatey.org/packages/nodejs.install) is also available (Chocolatey is a Windows package manager). -- The zip source code for General Bot is available for [Download](https://codeload.github.com/pragmatismo-io/BotServer/zip/master). - -### Running Unit Tests - -1. Navigate to the BotServer root folder. -2. Execute tests with `npm test`. - -### Copying Source Code to Your Machine - -1. [Download](https://codeload.github.com/pragmatismo-io/BotServer/zip/master) the zip file. - -## Omnichannel - -Omnichannel allows conversations to flow seamlessly regardless of the channel, as all interactions are recorded, preserving the consumer's history and profile. - -## Spell Checker - -GeneralBots performs spell-checking to identify and correct typographical errors. - -## Speech to Text - -Enable user speech recognition directly with GeneralBots. - -## Branding - -Branding encompasses all aspects of a company's identity management, including its name and corporate visual elements. -processing, and output through natural language. - ---- diff --git a/site/docs/chapter-02-the-package-based.md b/site/docs/chapter-02-the-package-based.md deleted file mode 100644 index 1114ab56..00000000 --- a/site/docs/chapter-02-the-package-based.md +++ /dev/null @@ -1,94 +0,0 @@ ---- -sidebar_position: 20 ---- - -# Package Based principles - -Packages are folders in the file system, synced with cloud storages and -content management systems like SharePoint and even sent like .zip files on a e-mail. -Just to increse bot knowledge, intelligence and how they look to us. So working on a -General Bots project is like to split the work on several packages if needed and work -on a package at once or even share the work with collegues, agencies or development -companies to more advanced package building. Composite packages on GeneralBots: - - -![print packages](https://user-images.githubusercontent.com/65977273/94712159-7662fb80-031f-11eb-8217-1c0507bfe5d5.png) - -# Your own data - -You will see your data in .gbdata. - -## How To - -### Configure the server to deploy specific directory - -1. Create/Edit the .env file and add the ADDITIONAL_DEPLOY_PATH key pointing to the .gbai local parent folder of .gbapp, .gbot, .gbtheme, .gbkb package directories. -2. Specify STORAGE_SYNC to TRUE so database sync is run when the server is run. -3. In case of Microsoft SQL Server add the following keys: STORAGE_SERVER, STORAGE_NAME, STORAGE_USERNAME, STORAGE_PASSWORD, STORAGE_DIALECT to `mssql`. - -Note: - -- You can specify several bots separated by semicolon, the BotServer will serve all of them at once. - -## Description of packages - -### .gbai - -Embraces all packages types (content, logic & conversation) into a pluggable bot -directory. [A sample .gbai is available](https://github.com/pragmatismo-io/IntranetBotQuickStart.gbai). - -### .gbapp - -The artificial intelligence extensions in form of pluggable apps. Dialogs, -Services and all model related to data. A set of interactions, use cases, -integrations in form of conversationals dialogs. -The .gbapp adds the General Bot base library (botlib) for building Node.js TypeScript Apps packages. - -Four components builds up a General Bot App: - -- dialogs -- models -- services -- tests - -#### Dialogs - -All code contained in a dialog builds the flow to custom conversations in -built-in and additional packages. GeneralBots also has the user's direct speech dialog, containing the spell checker. - -#### Models - -Models builds the foundation of data relationships in form of entities. - -#### Services - -Services are a façade for bot back-end logic and other custom processing. -all GeneralBots functionality comes down to services. - -#### Tests - -Tests try to automate code execution validation before crashing in production. - -### .gbot - -An expression of an artificial inteligence entity. A .gbot file defines -all bots dependencies related to services and other resources. - -### .gbtheme - -A theme of a bot at a given time. CSS files & images that can compose all UI -presentation and using it a branding can be done. [A sample .gbtheme is available](https://github.com/pragmatismo-io/Office365.gbtheme) - -### .gbkb - -A set of subjects that bot knows in a form of hierarchical menu-based QnA. [A sample .gbkb is available](https://github.com/pragmatismo-io/ProjectOnline.gbkb). - -### .gblib - -Shared code that can be used across bot apps. - -## System Package Quick Reference - -|Whatsapp|Web|Core|KB| -|----|-----|----|----| -|[whatsapp.gblib](https://github.com/pragmatismo-io/BotServer/tree/master/packages/whatsapp.gblib)|[default.gbui](https://github.com/pragmatismo-io/BotServer/tree/master/packages/default.gbui)|[core.gbapp](https://github.com/pragmatismo-io/BotServer/tree/master/packages/core.gbapp)|[kb.gbapp](https://github.com/pragmatismo-io/BotServer/tree/master/packages/kb.gbapp)| diff --git a/site/docs/chapter-03-gbkb-reference.md b/site/docs/chapter-03-gbkb-reference.md deleted file mode 100644 index 75c2991c..00000000 --- a/site/docs/chapter-03-gbkb-reference.md +++ /dev/null @@ -1,61 +0,0 @@ ---- -sidebar_position: 30 ---- - -# .gbkb Reference -![generalbots-2018](https://user-images.githubusercontent.com/65977273/94922431-949c3900-0490-11eb-800a-6b478d689f2a.png) - -## Media Types - -There are several media types that can be used in .gbkb package folder. -The table below shows the description of each one of them: - -| Folder | File description | -|----------|----------------------------------------------------------------------------------------------------| -| tabular | .csv, .tsv or any tabular file used as an pair of question/answer and an optional hierarchy. | -| images | Images that can be used to enrich the answer to the user in the [Projector](./glossary.md) | -| videos | Videos used to answer questions made by users. | -| subjects | List of images of subjects that can be trated by the bot. | -| articles | Articles in .md that will be presented instead of text-only answers. | - -## Presenting Answers - -## With text - -To answer with a text phrase, just type the answer in the Answer column. Whenever the -search engine elects the answer as the next thing to say, the text present in this -column will be talked. - -## With an article - -A Markdown (.md) file can be used as an answer instead of plain text, so the experience -will be more appealing whenever the channel allow the text to be present that way. The -answer column specifies the .md file to be presented whenever the question is elected -as matching the user intent. - -## With a video - -To display a video on the projector, just provide the Video URL to the desired question, -instead of specifing an text answer in the column **answer**. -The list of answers is a series of tabular files (.tsv, .csv, etc.) inside the **tabular** directory of the .gbkb. - -## With a Script (PREVIEW) - -To call a VBA script stored on a .gbdialog, just specify the script file name in a form of `script:` instead of specifing an text answer in the column **answer**. When someone asks that match the **question**, the script will be invoked and the answer dialog will be started. - -## Subject Menu - -### Associating a [Subject Menu Item](glossary.md#subject-menu-item) to a Dialog - -To call a dialog just when an answer would provide the desired question, just -use dialog:*dialogName* instead of specifing an text answer. - -## How To - -### Updating the Bot Knowledge Base (.gbkb folder) - -The subjects.json file contains all information related to the subject tree and can be used to build the menu carrousel as well give a set of words to be used as subject catcher in the conversation. A hierarchy can be specified. - -### Use Excel for (Hierarchical) Knowledge Base Editing - -![General Bots Inside Excel can enable bot production the masses](https://github.com/pragmatismo-io/BotServer/blob/master/docs/images/general-bots-composing-subjects-json-and-excel.gif) diff --git a/site/docs/chapter-04-gbtheme-reference.md b/site/docs/chapter-04-gbtheme-reference.md deleted file mode 100644 index c2ec36d8..00000000 --- a/site/docs/chapter-04-gbtheme-reference.md +++ /dev/null @@ -1,19 +0,0 @@ ---- -sidebar_position: 40 ---- - -# .gbtheme Reference - -![generalbots-2018](https://user-images.githubusercontent.com/65977273/94922431-949c3900-0490-11eb-800a-6b478d689f2a.png) - -## How To - -### Creating a new Theme folder (.gbtheme folder) - -A theme is composed of some CSS files and images. That set of files can change -everything in the General Bot UI. Use them extensively before going to change -the UI application itself (HTML & JS). - -## Importance of the themes linked to the visual with user. - -The css complements for the final visual with the user, aesthetics is linked to the general usability of GeneralBots which facilitates the interaction with the user. GeneralBots uses what is most current to improve its interface through css. diff --git a/site/docs/chapter-05-gbdialog-reference.md b/site/docs/chapter-05-gbdialog-reference.md deleted file mode 100644 index 070dbcf1..00000000 --- a/site/docs/chapter-05-gbdialog-reference.md +++ /dev/null @@ -1,866 +0,0 @@ ---- -sidebar_position: 50 ---- - -# .gbdialog Reference - -![generalbots-2018](https://user-images.githubusercontent.com/65977273/94922431-949c3900-0490-11eb-800a-6b478d689f2a.png) - -General Bots BASIC using HEAR and TALK keywords provides a easy to write bot language accessible to everyone and used as incomer for people willing to make their own bot. -It's crucial to emphasize just how easy and powerful the General Bots system is: - -1. Rapid Development: With just a few lines of BASIC-like code, you can - create complex, AI-powered applications. - -2. Automatic REST API: General Bots automatically generates REST API - endpoints for your dialogs, saving you significant development time. - -3. Production-Ready: Simply by adding a BASIC text file, you get a General - Bots application running in production. No complex deployment processes - required. - -4. Versatility: Whether you're building chatbots, process automation, or - data collection systems, General Bots can handle it all with the same - simple syntax. - -5. Integration of LLMs: Seamlessly incorporate the power of Large Language - Models into your applications without dealing with complex AI frameworks. - -General Bots truly revolutionizes the way we build AI-powered applications -and REST APIs. Its simplicity belies its power, making it accessible to -developers of all skill levels while providing the capabilities needed for -enterprise-grade applications. - - -## Architecture - -## - -A BASIC Isolated Virtual Machine Architecture, like creating a conversation Node.js application just using BASIC. All code will run isolated on a Node, (https://user-images.githubusercontent.com/14840374/200206510-9f5bd788-e710-4932-9ed8-a09599656cea.png). - -One of the key security features of the General Bots platform is its use of isolated virtual machines (VMs) for each dialog. This architecture provides a robust layer of security and isolation, significantly reducing the risk of cross-contamination or unauthorized access between different bot interactions. - -### How It Works - -1. **Individual VM per Dialog**: Each time a user initiates a dialog with a bot, the platform spawns a new, isolated virtual machine dedicated to that specific interaction. - -2. **Limited Capabilities**: These VMs are configured with restricted capabilities, adhering to the principle of least privilege. This means that each VM has only the minimum permissions and access necessary to perform its intended functions. - -3. **Sandboxing**: The VM acts as a sandbox environment, containing the execution of bot logic and preventing it from affecting other parts of the system or other user interactions. - -### Security Benefits - -- **Isolation**: If a security breach occurs within one dialog, it remains contained within that specific VM, protecting other user interactions and the broader system. - -- **Resource Control**: The VM architecture allows for fine-grained control over resource allocation, preventing any single interaction from monopolizing system resources. - -- **Clean Slate**: Each new dialog starts with a fresh VM instance, eliminating the risk of data leakage between different user interactions. - -- **Easier Updates and Patches**: Security updates can be applied to the VM template, ensuring that all new dialogs benefit from the latest security measures. - -### Considerations for Bot Developers - -1. **Performance Impact**: While the isolated VM approach significantly enhances security, it may introduce slight latency in bot responses. Developers should optimize their bot logic to work efficiently within this environment. - -2. **Stateless Design**: Since each dialog runs in a new VM instance, developers should design their bots to be stateless or use external state management systems that can be securely accessed from within the VM. - -3. **Resource Awareness**: Developers should be mindful of the limited resources available within each VM and design their bots accordingly, avoiding resource-intensive operations where possible. - -4. **Security-First Mindset**: Even with the isolated VM architecture, developers should continue to follow security best practices in their bot development, such as input validation and secure handling of sensitive data. - -By leveraging this isolated VM architecture, the General Bots platform provides a secure environment for bot interactions, giving both developers and users confidence in the system's integrity and data protection capabilities. - - -## Using Conversational BASIC - -The following file types are loaded from a .gbdialog package: `.vbs`, `.vb`, `.basic` and `.bas`. - -## General Bots BASIC reference - -To organize the instructions functionally, I'll group them into five categories: **Basic Interaction**, **Data Handling**, **Web Automation**, **File Management**, and **Advanced Operations**. Each group will include relevant instructions with examples. - -## Basic Interaction - -| Instruction / Usage | Description | Example | -| ----------------------------------------------- | ------------------------------------------------------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------- | -| HEAR _variable_ | Hears something from the person into a _variable_ for later use. | 
HEAR name 
TALK "Your name is " + name.
| -| TALK _message_ | Talk the specified _message_ to the person. | 
TALK "Hello world."
| -| CHART PROMPT _data_, _prompt_ | Generates dynamic charts using natural language | 
file = CHART PROMPT data, "product by month in bar chart 
 SEND FILE TO mobile, file
| -| WAIT _seconds_ | Wait a number of seconds before continuing the conversation. | 
WAIT 10 
 TALK "Waited for 10 seconds."
| -| confirm _variable_ (Comming soon) | Waits for confirmation like 'yes', 'y', 'yeah' and returns true or false | 
HEAR confirm 
TALK "Please confirm if you want to proceed." 
 if confirm THEN TALK "Confirmed." ELSE TALK "Not confirmed."
| -| HEAR _variable_ AS EMAIL | Hears and validates an email address from the user. | 
HEAR email AS EMAIL 
 TALK "Email received: " + email.
| -| HEAR _variable_ AS DATE | Hears and validates a date from the user. | 
HEAR date AS DATE 
 TALK "Date received: " + date.
| -| HEAR _variable_ AS NAME | Hears and validates a name from the user. | 
HEAR name AS NAME 
 TALK "Name received: " + name.
| -| HEAR _variable_ AS INTEGER | Hears and validates an integer from the user. | 
HEAR age AS INTEGER 
 TALK "Age received: " + age.
| -| HEAR _variable_ AS BOOLEAN | Hears and validates a boolean (true/false) from the user. | 
HEAR agree AS BOOLEAN 
 TALK "Agreement status: " + agree.
| -| HEAR _variable_ AS HOUR | Hears and validates an hour from the user. | 
HEAR hour AS HOUR 
 TALK "Hour received: " + hour.
| -| HEAR _variable_ AS MONEY | Hears and validates a monetary amount from the user. | 
HEAR amount AS MONEY 
 TALK "Amount received: " + amount.
| -| HEAR _variable_ AS MOBILE | Hears and validates a mobile number from the user. | 
HEAR mobile AS MOBILE 
 TALK "Mobile number received: " + mobile.
| -| HEAR _variable_ AS ZIPCODE | Hears and validates a ZIP code from the user. | 
HEAR zipcode AS ZIPCODE 
 TALK "ZIP Code received: " + zipcode.
| -| HEAR _variable_ AS "Abacate", "Maçã", "Morango" | Displays the specified menu and waits for user selection. | 
HEAR fruit AS "Abacate", "Maçã", "Morango" 
 TALK "You selected: " + fruit.
| -| HEAR _variable_ AS LANGUAGE | Hears and validates a language code from the user. | 
HEAR language AS LANGUAGE 
 TALK "Language selected: " + language.
| -| HEAR _variable_ AS LOGIN (internal) | Waits for Active Directory login integration before proceeding. | 
HEAR user AS LOGIN 
 TALK "User logged in: " + user.
| -| HEAR _variable_ AS QRCODE | Hears and validates a QR code from a captured image. | 
TALK "Send me an image with a QR Code."
HEAR qrcode AS QRCODE 
 TALK "QR Code received: " + qrcode.
| - -## Data Handling - -| Instruction / Usage | Description | Example | -| ------------------------------------------------- | -------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| _variable_ = GET "_file_.xlsx", "_A1:A1_" | Gets the value of the cell specified in range address | 
name = GET "data.xlsx", "A1:A1" 
 TALK "The value is " + name.
| -| SET "_file_.xlsx", "_A1:A1_", 42 | Sets the value of the cell specified in range address | 
SET "data.xlsx", "A1:A1", 42 
 TALK "Value set in Excel."
| -| _variable_ = GET "https://server/query" | Gets the value from the specified web service | 
result = GET "https://api.example.com/data" 
 TALK "Data received: " + result.
| -| POST "https://", _data_ | Sends data to the specified URL | 
POST "https://api.example.com/submit", "data" 
 TALK "Data posted successfully."
| -| data = SELECT a, SUM(b) AS b FROM data GROUP BY a | Use SQL to manipulate a data variable returned from FIND or an array | 
data = FIND "sales_data.xlsx", "A1:B10" 
 result = SELECT product, SUM(amount) AS total FROM data GROUP BY product 
 TALK "Query result: " + result.
| -| file = data AS IMAGE | Converts a two-dimensional array into an image file. | 
file = data AS IMAGE 
 SAVE file AS "sales_chart.png" 
 TALK "Chart saved as image."
| -| file = data AS PDF | Converts a two-dimensional array into a PDF file. | 
file = data AS PDF 
 SAVE file AS "sales_report.pdf" 
 TALK "Report saved as PDF."
| -| file = CONVERT "mydesign.ai" | Converts a Adobe Illustrator to a HTML page. | -| NEW OBJECT | Creates a new object to be used with REST calls. | 
data = NEW OBJECT 
 data.color = "blue" 
 TALK "New object created."
| -| NEW ARRAY | Creates a new array. | 
data = NEW ARRAY 
 data[0] = "red" 
 TALK "New array created."
| -| QRCODE | Creates a QR code from specified text. | 
file = QRCODE "https://example.com" 
 SAVE file AS "qrcode.png" 
 TALK "QR Code generated."
| -| FORMAT value, format | Formats a value according to the specified format. | 
d = FORMAT today, "YYYY-MM-dd" 
 TALK "Formatted date: " + d.
| -| ADD NOTE | Adds a note to a file named Notes.xls of .gbdata. | 
ADD NOTE "This is a new note." 
 TALK "Note added."
| -| ALLOW ROLE | Check if role specified in People sheet (.gbdata) will have access. | 
ALLOW ROLE "Admin" 
 TALK "Role access granted."
| - -## Web Automation - -| Instruction / Usage | Description | Example | -| --------------------------------------------------- | --------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------- | -| page = OPEN _url_ [AS #namedSession] | Web automation retrieval of a web page, saving the session for reuse. | 
page = OPEN "https://example.com" AS #session1 
 TALK "Page opened and session saved."
| -| \* _variable_ = GET page, cssSelector, "body > img" | Retrieves an element within an IFRAME specified by selector. | 
image = GET page, "#profile-picture" 
 TALK "Profile picture retrieved."
| -| \* SET page, cssSelector, value | Defines a field to a value on the webpage specified by selector. | 
SET page, "#username", "user123" 
 TALK "Username set."
| -| \* CLICK page, cssSelector | Clicks on an element inside the web page being automated. | 
CLICK page, "#submit-button" 
 TALK "Submit button clicked."
| -| \* file = DOWNLOAD _url_ | Downloads a file from the specified URL. | 
file = DOWNLOAD "https://example.com/file.zip" 
 SAVE file AS "downloads/file.zip" 
 TALK "File downloaded."
| - -## File Management - -| Instruction / Usage | Description | Example | -| ------------------------ | ------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------- | -| HEAR _variable_ AS FILE | Returns a file uploaded by the user to be saved. | 
HEAR file AS FILE 
 SAVE file AS "uploads/myfile.pdf" 
 TALK "File uploaded and saved."
| -| HEAR _variable_ AS AUDIO | Returns an audio file uploaded by the user to be saved. | 
HEAR audio AS AUDIO 
 SAVE audio AS "recordings/audiofile.mp3" 
 TALK "Audio received and saved."
| -| INCLUDE file | Includes a file into .gbdialog. | 
INCLUDE "script.gbdialog" 
 TALK "File included."
| -| UPLOAD file | Uploads a file to a storage blob, like Azure Storage. | 
UPLOAD "path/to/file.pdf" 
 TALK "File uploaded to cloud storage."
| -| DIR path | Returns a list of files in the specified directory. | 
files = DIR "uploads/" 
 TALK "Files in directory: " + files.
| -| FILL | Fills data into a Word document to be exported as images. | 
FILL "template.docx", data 
 TALK "Document filled and exported."
| -| SAVE _variable_ AS "path/file" | Saves the specified variable as a file at the given path. | 
SAVE file AS "path/to/save/file.pdf" 
 TALK "File saved."
| - -## Advanced Operations - -| Instruction / Usage | Description | Example | -| ------------------------ | ------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------- | -| TABLE name ON connection | Defines a TABLE on the specified storage (database) connection. | 
TABLE "Sales" ON "DBConnection" 
 TALK "Table defined."
| -| field AS dataType | Defines a field in TABLE. Eg.: name string(50). | 
field = "price" AS number(10,2) 
 TALK "Field defined as number."
| -| CONTINUATION TOKEN | Returns the value of the continuation token associated with the current dialog. | 
token = CONTINUATION TOKEN 
 TALK "Continuation token: " + token.
| -| NEW OBJECT | Creates a new object to be used with REST calls. | 
data = NEW OBJECT 
 data.color = "blue" 
 TALK "New object created."
| -| NEW ARRAY | Creates a new array. | 
data = NEW ARRAY 
 data[0] = "red" 
 TALK "New array created."
| - - -### Internal Variables and Functions. - -These are variables that can be used in General Bots BASIC to faster dialog and services faster. -All values from .gbot Config.xlsx are also provided as variables, so it can be acessed directly in dialog. - -| Instruction / Usage | Description | -| ------------------------------------------------------------- | ---------------------------------------------------------------------------- | -| aadToken() | Auto generated variable that contains Azure AD Token useful for calling Microsoft Web Services. | - - - - -### Options - -| Instruction / Usage | Description | -| ------------------------------------------------------------- | ---------------------------------------------------------------------------- | -| SET PARAM name AS value | Defines a retrievable param in the storage in the scope of the user | -| GET PARAM name | Returns a previously user scoped param via SET PARAM from the storage. | -| SET HTTP HEADER _key = _value_ | Defines an HTTP header to be used to next GET call. | -| SET HTTP USERNAME = _value_ | Defines the HTTP username to be used to next GET call. | -| SET HTTP PASSWORD = _value_ | Defines the HTTP password to be used to next GET call. | -| * SET HEAR ON "mobile" | | -| SET MAX LINES _value_ | | -| SET SCHEDULE "2 * * * * *" | | -| SET LANGUAGE _value_ | | -| SET TRANSLATOR [ON or OFF] | | -| SET WHOLE WORD [TRUE or FALSE] | | -| SET THEME "dark" or "white" or "blue" | Defines the theme to the next content generation (PDF, images, vídeos, etc.) | -| SET OPERATOR [OR] | Defines OR operations on multiple FIND filters separated by comma, eg.: FIND "A1=2", "A3=4" | -| SET FILTER TYPE [comma separated list of types]| Uses the specified type in next FIND calls, disabling auto detection of filter type, eg.: SET FILTER TYPE date, string | -| SET PAGED "auto" or "none" | Defines auto pagging for HTTP REST GET calls. | - - -* = Work in progress. - -## How To - -### Use code in Excel - -To reply as code in Excel, start the cell value with /basic followed by the code itself. Eg.: - -``` - -/basic -TALK "Hello." - -```` - - -### Use General Bots computer vision - -1. Develop a BASIC dialog and publish; - -![image](https://user-images.githubusercontent.com/14840374/146782500-26f0dc27-e722-41aa-b79e-619d6403fa0d.png) - -2. Test it in the conversation - -![image](https://user-images.githubusercontent.com/14840374/146782691-7c28998b-7485-4d34-af33-da87d1b26088.png) - -### Using General Bots Web Automation to ask humans about unreadable captchas - -```BASIC -mobile = "5521000000000" - -page = GET HTML "https://www.any-website.com/" -SET page, "#usuario", "user" -SET page, "#j_password", "xxxxxxxxxxx" - - -img = GET page, "[name=iCaptcha]", "body > img" -SEND FILE TO mobile, img -TALK TO mobile, "Digite o código da imagem para prosseguir:" -SET HEAR ON mobile -HEAR captcha -SET page, "#captcha", captcha - -CLICK page, "#bt-login" -TALK TO mobile, "Login done, thanks." -```` - -### Using General Bots SQL and dynamic image and chart generation - -On the fly table as images. - -```BASIC -SET MAX LINES 1000 -data = FIND "data.xlsx", -data = SELECT a, SUM(b) AS b FROM data GROUP BY a -SET THEME dark -png = data as IMAGE -SEND FILE png -``` - -On the fly charts - -```BASIC -data = [10, 20, 30] -legends= "Steve;Yui;Carlos" -img = CHART "pie", data, legends -SEND FILE img -SAVE img as "folder/filename.jpg" -``` - -### Using General Bots Web Automation to custom notify about Google Calendar - -```basic - -REM Perform G. Login. -OPEN "https://accounts.google.com/ServiceLogin" -SET "#identifierId", "test@gmail.com" -PRESS ENTER -WAIT 3 -SET "input[type='password']", "******" -PRESS ENTER -WAIT 5 - -REM Enter on the Calendar page and capture the calendar grid inside the page. -OPEN "https://calendar.google.com/calendar/u/0/r?tab=mc&pli=1" -file = SCREENSHOT "div.K2fuAf" - -REM Notify all team members with the updated calendar image. -list = FIND "People.xlsx", "Calendar=Y" -index = 1 -DO WHILE index < ubound(list) - row = list[index] - TALK TO row.Mobile, "Hello " + row.Name + ", here is your calendar:" - SEND FILE TO row.Mobile, file, "Calendar" - index = index + 1 -LOOP - -``` - -### Using complete General Bots Conversational Data Analytics - -```BASIC -TALK "General Bots Labs presents FISCAL DATA SHOW BY BASIC" - -TALK "Gift Contributions to Reduce the Public Debt API (https://fiscaldata.treasury.gov/datasets/gift-contributions-reduce-debt-held-by-public/gift-contributions-to-reduce-the-public-debt)" - -result = GET "https://api.fiscaldata.treasury.gov/services/api/fiscal_service/v2/accounting/od/gift_contributions?page[size]=500" -data = result.data -data = SELECT YEAR(record_date) as Yr, SUM(CAST(contribution_amt AS NUMBER)) AS Amount FROM data GROUP BY YEAR(record_date) - -TALK "Demonstration of Gift Contributions with AS IMAGE keyword" -SET THEME dark -png = data as IMAGE -SEND FILE png - -DELAY 5 -TALK " Demonstration of Gift Contributions CHART keyword" - img = CHART "bar", data -SEND FILE img -``` - -![image](https://user-images.githubusercontent.com/14840374/178154826-8188029e-b4f4-48aa-bc0d-126307ce5121.png) - -### Using General Bots Office templates - -``` -data = FIND "Customer.xlsx", "Idade=25" -doc = TEMPLATE "template.docx" WITH data -SAVE doc AS "resume.docx" -SEND EMAIL "noreply@pragmatismo.io", "Subject", doc -``` - -### Automating GitHub Issue creation with General Bots Automation - -```BASIC - -REM Realiza login no GitHub. -page = GET HTML "https://github.com/login" -SET page, "#login_field", "username" -SET page, "#password", "*******" -PRESS ENTER ON page - -REM Verifica 2FA. - -SET HEAR ON "5521999999999" -TALK "Digite o código de dupla autenticação enviado..." -HEAR code -SET page, "#otp", code -PRESS ENTER ON page - -REM Extrai cada Issue da planilha e cria no GitHub. - -list = FIND "issues.xlsx" -index = 1 -DO WHILE index <38 - row = list[index] - page = GET HTML "https://github.com/GeneralBots/BotServer/issues/new" - SET page, "#issue_title", row.title - SET page, "#issue_body", row.body - CLICK page, "#new_issue > div > div > div.Layout-main > div > div.timeline-comment.color-bg-default.hx_comment-box--tip > div > div.flex-items-center.flex-justify-end.d-none.d-md-flex.mx-2.mb-2.px-0 > button" - TALK "Issue '" + row.title + "' criado." - WAIT 5 - index = index + 1 -LOOP -EXIT -``` - -## Turn an LLM into a REST API server - -General Bots offers an incredibly simple way to transform a Large Language -Model (LLM) into a fully functional REST API server. With just a few lines -of our proprietary BASIC-like syntax, you can create sophisticated -AI-powered applications. - -For example, here's how easy it is to create a chatbot for a store: -```basic - PARAM operator AS number LIKE 12312312 - DESCRIPTION "Operator code." - - DESCRIPTION It is a WebService of GB. - - products = FIND "products.csv" - - BEGIN SYSTEM PROMPT - You must act as a chatbot that will assist a store attendant by - following these rules: Whenever the attendant places an order, it must - include the table and the customer's name. Example: A 400ml Pineapple - Caipirinha for Rafael at table 10. Orders are based on the products and - sides from this product menu: ${JSON.stringify(products)}. - - For each order placed, return a JSON containing the product name, the - table, and a list of sides with their respective ids. - - END SYSTEM PROMPT -``` -That's it! With just this simple BASIC code, you've created a fully -functional LLM-powered chatbot that can handle complex order processing. -The system automatically generates the necessary REST API endpoints: - -``` - pid = http://localhost:1111/llm-server/dialogs/start?operator=123&userSystemId=999 - -``` - -This call will return a process identifier or PID, a number like 24795078551392. This should be passed within call chain. So, it is -possible now to TALK to the bot, like an UI App input or microphone. -And the return will be the JSON, because BEGIN SYSTEM PROMPT in start -has told LLM to respond with a valid JSON. -TALK "PDF report generated and saved!" - -``` - http://localhost:1111/llm-server/dk/talk?pid=4893749837&text=add%20soda - -``` - -So this call will act like talking to LLM, but in fact, it can be used -to anything that General Bots can do in a robotic conversation between systems mediated by LLM. - -## Using dialogs as REST API Server - -Creating a REST API server for any business process is equally -straightforward. Here's an example of an enrollment process: - -```basic - - PARAM name AS string LIKE "João Silva" - DESCRIPTION "Required full name of the individual." - - PARAM birthday AS date LIKE "23/09/2001" DESCRIPTION "Required birth date of the individual in DD/MM/YYYY format." - PARAM email AS string LIKE "joao.silva@example.com" DESCRIPTION "Required email address for contact purposes." - PARAM personalid AS integer LIKE "12345678900" DESCRIPTION "Required Personal ID number of the individual (only numbers)." - PARAM address AS string LIKE "Rua das Flores, 123, São Paulo, SP" DESCRIPTION "Required full address of the individual." - - DESCRIPTION "This is the enrollment process, called when the user wants to enroll. Once all information is collected, confirm the details and inform them that their enrollment request has been successfully submitted. Provide a polite and professional tone throughout the interaction." - - SAVE "enrollments.csv", id, name, birthday, email, cpf, rg, address - -``` -Incredibly, this is all you need to create a full-fledged enrollment system -with data validation, user interaction, and data storage. The system -automatically generates a REST API endpoint that is called by LLM as a tool. -So LLM can answer with data of external model train data. - -``` - http://api.pragmatismo.cloud/llm-server/dialogs/enrollment?birthday... - -``` - -### Using POST data - -You can use POST passing a variable as the second param in the POST call. The example -bellow shows how to call POST using an object that is returned from the Excel file. - -Given the Excel file with the following contents and saved to the standard .gbdialog folder: - -| tokenId | token | comment | -| ------- | ---------------- | ------- | -| 29187 | AAMkAGEzMWIxMmI5 | Prod1 | -| 98739 | jZWYtNGQ3My1iNmM | Prod2 | - -The Word bellow will invoke POST call by using line contents as object attributes: - -```BASIC -obj = FIND "dados.xlsx", "tokenId=29187" -POST "https://server/query", obj -' obj here is {tokenId: 29187, token: "AAMkAGEzMWIxMmI5", comment: "Prod1"} -``` - -- OAuth2 is being implemented and no modification to previous calls will be necessary - as this configuration will be an administrative conversation to get the token setup. - -### Generate a password for the person - -```vb - - -talk "Let's generate a very dificult to guess password for the new bot:" -generate a password -talk "Your password is *" + password + "*. Keep it on a safe place only acessible to you." - - -``` - -### Get the list of cloud subscriptions - -```vb - -hear one of subscriptions with email, password into subscriptionId -talk "The subscription selected was: " + subscriptionId -``` - -# General Bots Simple and Complex Programs - -These are sample programs in General Bots BASIC, each presented with a modern and engaging approach. The first 20 examples are simple, while the next 20 delve into more advanced concepts. Check the list -of [templates](https://github.com/GeneralBots/BotServer/tree/main/templates) - -The set of 20 advanced General Bots BASIC programs that integrate web services, web automation, file handling, and dynamic interactions. These samples are designed to showcase the full potential of General Bots BASIC for advanced users. These advanced samples illustrate a range of functionalities that can be implemented with General Bots BASIC, from data manipulation and web automation to dynamic content generation and complex file handling. - -## 1. **Retrieve and Save Web Data to Excel** - -```basic -GET "https://api.example.com/data" -data = result.data -SAVE "data.xlsx", "A1:A" + UBOUND(data), data -TALK "Data retrieved and saved to data.xlsx successfully!" -``` - -## 2. **Automated Web Form Submission** - -```basic -OPEN "https://example.com/form" -SET page, "#name", "John Doe" -SET page, "#email", "john.doe@example.com" -SET page, "#message", "This is a test message." -CLICK page, "#submit" -TALK "Form submitted successfully!" -``` - -## 3. **Generate and Save Dynamic Report as PDF** - -```basic -data = FIND "report_data.xlsx", "A1:C10" -pdf = data AS PDF -SAVE pdf AS "report.pdf" -TALK "Dynamic report generated and saved as report.pdf!" -``` - -## 4. **Create and Upload Image from Data** - -```basic -data = [10, 20, 30, 40] -labels = "Q1;Q2;Q3;Q4" -img = CHART "bar", data, labels -UPLOAD img -TALK "Chart image generated and uploaded!" -``` - -## 5. **Automate GitHub Issue Creation from Spreadsheet** - -```basic -list = FIND "issues.xlsx" -index = 1 -DO WHILE index <= UBOUND(list) - row = list[index] - page = GET HTML "https://github.com/GeneralBots/BotServer/issues/new" - SET page, "#issue_title", row.title - SET page, "#issue_body", row.body - CLICK page, "#new_issue > div > div > div.Layout-main > div > div.timeline-comment.color-bg-default.hx_comment-box--tip > div > div.flex-items-center.flex-justify-end.d-none.d-md-flex.mx-2.mb-2.px-0 > button" - TALK "Issue '" + row.title + "' created." - WAIT 5 - index = index + 1 -LOOP -``` - -## 6. **Extract and Save Web Page Content** - -```basic -OPEN "https://example.com/page" -content = GET page, "body" -SAVE "page_content.txt", content -TALK "Page content saved as page_content.txt!" -``` - -## 7. **Interactive Poll Results Analysis** - -```basic -HEAR poll_data AS FILE -data = LOAD poll_data -analysis = SELECT question, COUNT(*) AS responses FROM data GROUP BY question -SAVE "poll_analysis.xlsx", "A1:C" + UBOUND(analysis), analysis -TALK "Poll results analyzed and saved to poll_analysis.xlsx!" -``` - -## 8. **Send User-Specific Notifications** - -```basic -list = FIND "users.xlsx", "Notify=Y" -index = 1 -DO WHILE index <= UBOUND(list) - row = list[index] - SEND MAIL row.email, "Notification", "Hello " + row.name + ", you have a new notification!" - index = index + 1 -LOOP -TALK "Notifications sent to all users." -``` - -## 9. **Automate Data Entry into Web Application** - -```basic -OPEN "https://example.com/data-entry" -SET page, "#field1", "Value1" -SET page, "#field2", "Value2" -SET page, "#field3", "Value3" -CLICK page, "#submit" -TALK "Data entry completed successfully!" -``` - -## 10. **Generate and Save QR Codes for Multiple URLs** - -```basic -urls = ["https://example1.com", "https://example2.com", "https://example3.com"] -index = 1 -DO WHILE index <= UBOUND(urls) - file = QRCODE urls[index] - SAVE file AS "qrcode_" + index + ".png" - index = index + 1 -LOOP -TALK "QR codes generated and saved!" -``` - -## 11. **Automate Google Calendar Event Creation** - -```basic -OPEN "https://calendar.google.com/calendar/u/0/r?tab=mc&pli=1" -HEAR event_date AS DATE -HEAR event_details AS STRING -SET "#title", "New Event" -SET "#details", event_details -SET "#date", event_date -CLICK "#save" -TALK "Event created on Google Calendar for " + event_date -``` - -## 12. **Send Customized Reports to a List of Recipients** - -```basic -data = FIND "reports.xlsx" -index = 1 -DO WHILE index <= UBOUND(data) - row = data[index] - report = TEMPLATE "report_template.docx" WITH row - SEND MAIL row.email, "Your Report", report - index = index + 1 -LOOP -TALK "Reports sent to all recipients." -``` - -## 13. **Create and Save Dynamic Chart with User Input** - -```basic -HEAR user_data AS "10,20,30,40" -data = SPLIT(user_data, ",") -img = CHART "line", data -SAVE img AS "dynamic_chart.png" -TALK "Dynamic chart created and saved as dynamic_chart.png!" -``` - -## 14. **Extract and Save Image Metadata** - -```basic -SEE TEXT OF "https://example.com/image.jpg" AS metadata -SAVE "image_metadata.txt", metadata -TALK "Image metadata extracted and saved as image_metadata.txt!" -``` - -## 15. **Automate Form Filling Based on Data from Excel** - -```basic -data = FIND "form_data.xlsx", "A1:C1" -OPEN "https://example.com/form" -SET page, "#name", data[0].name -SET page, "#email", data[0].email -SET page, "#message", data[0].message -CLICK page, "#submit" -TALK "Form filled and submitted based on Excel data!" -``` - -## 16. **Generate PDF from Dynamic SQL Query Results** - -```basic -data = FIND "database.xlsx", "A1:C100" -query = SELECT name, age, city FROM data WHERE age > 30 -pdf = query AS PDF -SAVE pdf AS "filtered_data_report.pdf" -TALK "PDF report generated and saved!" -``` - -## 17. **Capture and Save Web Page Screenshot with Timestamp** - -```basic -timestamp = FORMAT NOW(), "YYYY-MM-DD_HH-MM-SS" -OPEN "https://example.com" -file = SCREENSHOT "body" -SAVE file AS "screenshot_" + timestamp + ".png" -TALK "Screenshot captured and saved with timestamp!" -``` - -## 18. **Handle and Save User-Uploaded Files** - -```basic -HEAR user_file AS FILE -SAVE user_file AS "uploads/user_file_" + FORMAT NOW(), "YYYY-MM-DD_HH-MM-SS" + ".pdf" -TALK "File uploaded and saved successfully!" -``` - -## 19. **Extract Data from Web Page and Save to Excel** - -```basic -OPEN "https://example.com/data-page" -data = GET page, "#data-table" -SAVE "web_data.xlsx", "A1:A" + UBOUND(data), data -TALK "Data extracted from web page and saved to web_data.xlsx!" -``` - -## 20. **Perform Complex Data Analysis and Save Results** - -```basic -data = FIND "complex_data.xlsx", "A1:D100" -analysis = SELECT category, SUM(amount) AS total FROM data GROUP BY category -SAVE "data_analysis.xlsx", "A1:B" + UBOUND(analysis), analysis -TALK "Data analysis completed and saved to data_analysis.xlsx!" -``` - -And even more simple examples can be seen in this list as begginers use BASIC -to understand code: - -## 1. Welcome Message - -```basic -HEAR name AS NAME -TALK "Hey " + name + ", welcome to our awesome service! 🎉" -``` - -## 2. Simple Password Generator - -```basic -GENERATE A PASSWORD -TALK "Your new password is: " + password -``` - -## 3. Remind User to Take a Break - -```basic -WAIT 3600 -TALK "You've been working for an hour! Remember to take a break and stretch! 💪" -``` - -## 4. Get User's Favorite Fruit - -```basic -HEAR fruit AS "Apple", "Banana", "Cherry" -TALK "Nice choice! " + fruit + " is a great fruit! 🍓" -``` - -## 5. Send a Calendar Invite - -```basic -HEAR email AS EMAIL -HEAR date AS DATE -TALK "Sending a calendar invite for " + date + " to " + email -SEND MAIL email, "Calendar Invite", "You are invited to an event on " + date -``` - -## 6. Generate and Send QR Code - -```basic -HEAR url AS "https://example.com" -file = QRCODE url -SEND FILE file -TALK "Here is your QR code for the URL: " + url -``` - -## 7. Weather Update - -```basic -GET "https://api.weatherapi.com/v1/current.json?key=YOUR_API_KEY&q=YOUR_LOCATION" -data = result.current -TALK "The current temperature is " + data.temp_c + "°C with " + data.condition.text -``` - -## 8. Todo List Reminder - -```basic -HEAR task AS STRING -TALK "Got it! I'll remind you about: " + task -``` - -## 9. Send Motivational Quote - -```basic -quotes = ["Keep going!", "You got this!", "Believe in yourself!"] -index = RANDOM(0, 2) -TALK quotes[index] -``` - -## 10. Capture and Send Screenshot - -```basic -OPEN "https://example.com" -file = SCREENSHOT "body" -SEND FILE file -TALK "Here's a screenshot of the page." -``` - -## 11. Daily Affirmation - -```basic -HEAR user AS NAME -TALK "Good morning " + user + "! Remember, today is going to be amazing! 🌟" -``` - -## 12. Send a Joke - -```basic -jokes = ["Why don’t scientists trust atoms? Because they make up everything!", "Why did the scarecrow win an award? Because he was outstanding in his field!"] -index = RANDOM(0, 1) -TALK jokes[index] -``` - -## 13. User Poll - -```basic -HEAR choice AS "Option 1", "Option 2", "Option 3" -TALK "You selected " + choice + ". Thanks for your input! 🗳️" -``` - -## 14. Image Caption Extraction - -```basic -SEE CAPTION OF "https://example.com/image.jpg" AS caption -TALK "The caption of the image is: " + caption -``` - -## 15. Send Reminder Email - -```basic -HEAR email AS EMAIL -HEAR reminder AS STRING -SEND MAIL email, "Reminder", "Just a friendly reminder: " + reminder -``` - -## 16. Capture Text from Image - -```basic -SEE TEXT OF "https://example.com/image-with-text.jpg" AS text -TALK "The text from the image is: " + text -``` - -## 17. Add a Note - -```basic -HEAR note AS STRING -ADD NOTE note -TALK "Note added: " + note -``` - -## 18. Generate Dynamic Chart - -```basic -data = [5, 15, 25] -labels = "Red;Green;Blue" -img = CHART "bar", data, labels -SEND FILE img -TALK "Here’s your dynamic chart!" -``` - -## 19. Create and Send PDF Report - -```basic -data = FIND "data.xlsx", "A1:B10" -pdf = data AS PDF -SEND FILE pdf -TALK "Here's your report in PDF format." -``` - -## 20. Interactive Game - -```basic -TALK "Guess a number between 1 and 10." -HEAR guess AS INTEGER -IF guess == 7 - TALK "Congratulations! You guessed the right number! 🎉" -ELSE - TALK "Oops! Try again next time!" -``` - -These examples demonstrate various capabilities of the language, from simple text manipulation to more complex tasks like image processing. diff --git a/site/docs/chapter-06-gbapp-reference.md b/site/docs/chapter-06-gbapp-reference.md deleted file mode 100644 index fc081063..00000000 --- a/site/docs/chapter-06-gbapp-reference.md +++ /dev/null @@ -1,411 +0,0 @@ ---- -sidebar_position: 60 ---- - -# .gbapp Reference - -![generalbots-2018](https://user-images.githubusercontent.com/65977273/94922431-949c3900-0490-11eb-800a-6b478d689f2a.png) - -## Section 1: Introduction to gbapp - -### What is a gbapp? -A gbapp is an npm package designed to extend the functionality of General Bots. It serves as a plugin or module that can be integrated into the General Bots framework to add new features, capabilities, or customizations. Importantly, .gbapp is also the folder extension for the General Bots Application package type. - -### Purpose and Benefits -The primary purpose of a gbapp is to provide a modular and flexible way to enhance General Bots. By using gbapps, developers can easily extend the core functionality of the bot platform without modifying the main codebase, allowing for greater customization and scalability. This approach promotes code reusability and maintainability. - -### Integration with General Bots -Gbapps are designed to seamlessly integrate with the General Bots ecosystem. They can interact with the core services, access shared resources, and leverage existing functionalities while adding their own unique features to the bot framework. Anything inside a folder considered a .gbapp will be consumed by the server like a TypeScript application. - -## Key Interfaces and Structure of a gbapp - -### IGBCoreService Interface -The IGBCoreService interface is a crucial component of a gbapp. It defines the core service shared among bot packages, providing direct access to base services. This interface includes methods for database operations, instance management, storage initialization, and various system-level functionalities. - -### IGBPackage Interface -The IGBPackage interface outlines the structure and lifecycle methods of a gbapp. It includes methods for loading and unloading the package, managing bot instances, handling dialogs, and exchanging data between the bot server and the gbapp. This interface ensures that all gbapps follow a consistent pattern for integration with General Bots. - -### Conversational Application Structure -A .gbapp contains the source code for custom dialogs and behaviors for any .gbot that associates with this deployed .gbapp. This structure allows for the creation of conversational applications that can be reused across different bot instances, promoting modularity and flexibility in bot development. - -## Developing and Implementing a gbapp - -### Creating a gbapp Package -To create a gbapp, developers start by setting up an npm package with the necessary dependencies. A good way to start is by finding an existing npm package that provides the desired functionality. For example, a temperature conversion gbapp could be created by installing the 'temperature' package via `npm install temperature` and then implementing methods to call `convertToKelvin` or `convertToCelsius` when a user asks for conversion. - -### Implementing Core Functionalities -Developers need to implement the methods defined in the interfaces, such as loadPackage, unloadPackage, getDialogs, and onNewSession. These methods allow the gbapp to interact with the core system, manage its lifecycle, and provide specific functionalities to bot instances. Additionally, a .gbapp can persist and read data from the database according to the conversation session, enabling stateful interactions. - -### Best Practices and Anti-Patterns -When developing gbapps, it's crucial to follow best practices and avoid common anti-patterns. Developers should familiarize themselves with the [Anti Patterns Catalog](http://wiki.c2.com/?AntiPatternsCatalog) to ensure they're creating efficient, maintainable, and scalable gbapps. Some key points to consider include avoiding unnecessary complexity, ensuring proper error handling, and maintaining clear separation of concerns within the gbapp structure. - -## Advanced gbapp Features - -### Data Persistence and Session Management -Gbapps have the capability to persist and read data from the database according to the conversation session. This feature allows for the creation of stateful conversations, where the bot can remember previous interactions and user preferences across multiple sessions. - -### Integration with External Services -Developers can leverage external npm packages and APIs within their gbapps to extend functionality. For example, integrating a weather API could allow a gbapp to provide real-time weather information to users, enhancing the bot's capabilities beyond its core functions. - -### Customization and Extensibility -The .gbapp structure allows for high levels of customization. Developers can create specialized dialogs, implement complex business logic, and even extend the core functionality of General Bots. This extensibility ensures that gbapps can be tailored to meet specific business needs or unique use cases. - -## Setup - -### Windows - -#### Define URLs and file paths - -``` -$software = @{ - "Git" = "https://github.com/git-for-windows/git/releases/download/v2.40.0.windows.1/Git-2.40.0-64-bit.exe" - "NodeJS" = "https://nodejs.org/dist/v20.17.0/node-v20.17.0-x64.msi" - "VSCode" = "https://update.code.visualstudio.com/latest/win32-x64/stable" - "VS2023" = "https://visualstudio.microsoft.com/downloads/VS2023.exe" - "Python" = "https://www.python.org/ftp/python/9.0.0/python-9.0.0-amd64.exe" -} -Invoke-WebRequest -Uri $software.Git -OutFile "Git-Setup.exe" -Start-Process -FilePath "Git-Setup.exe" -ArgumentList "/SILENT" -Wait -Invoke-WebRequest -Uri $software.NodeJS -OutFile "NodeJS-Setup.msi" -Start-Process -FilePath "msiexec.exe" -ArgumentList "/i NodeJS-Setup.msi /quiet" -Invoke-WebRequest -Uri $software.VSCode -OutFile "VSCode-Setup.exe" -Start-Process -FilePath "VSCode-Setup.exe" -ArgumentList "/silent" -Wait -Invoke-WebRequest -Uri $software.VS2023 -OutFile "VS2023-Setup.exe" -Start-Process -FilePath "VS2023-Setup.exe" -ArgumentList "--quiet --wait --add Microsoft.VisualStudio.Workload.NativeDesktop --includeRecommended" -Wait -Invoke-WebRequest -Uri $software.Python -OutFile "Python-Setup.exe" -Start-Process -FilePath "Python-Setup.exe" -ArgumentList "/quiet" -Wait - -git clone https://github.com/GeneralBots/BotServer.git -cd BotServer -code . - -``` - -### Linux (Ubuntu) - -#### Visual Studio Code -``` -apt update -apt install software-properties-common apt-transport-https wget -wget -q https://packages.microsoft.com/keys/microsoft.asc -O- | apt-key add - -add-apt-repository "deb [arch=amd64] https://packages.microsoft.com/repos/vscode stable main" -apt update -apt install code - -``` - -#### Node JS 22 -``` - -curl -fsSL https://deb.nodesource.com/setup_22.x -o nodesource_setup.sh && sudo -E bash nodesource_setup.sh && sudo apt-get install -y nodejs && node -v - -``` - -#### Additional Infrastructure - - - -``` - -apt-get update - -apt-get install build-essential cmake git pkg-config libjpeg-dev libtiff-dev libpng-dev libavcodec-dev libavformat-dev libswscale-dev libv4l-dev libatlas-base-dev gfortran python3-dev - -export OPENCV4NODEJS_DISABLE_AUTOBUILD=1 -export OPENCV_LIB_DIR=/usr/lib/x86_64-linux-gnu - -apt-get install cpulimit -apt-get install expect -apt-get install libxtst-dev -apt-get install libpng-dev - -``` - - -Add export GTK_IM_MODULE="xim" to .profile to fix Key Bindings in VSCode on Ubuntu. - -## Git - -``` - git config --global user.name "Your Name" - git config --global user.email "someone@domain.com" - -``` -## Additional node packages - -``` -npm install -g npm-check-updates -npm install -g cost-of-modules - -``` - - -## How To... - -## Commit code - -# Semantic Versioning for gbapp Development - -Semantic Versioning (SemVer) in gbapp development follows the format MAJOR.MINOR.PATCH, also thought of as BREAK.FEATURE.BUG. This system helps developers and users understand the impact of new releases at a glance. - -When you increment these numbers: -- Increment MAJOR when you make incompatible API changes. This signals to users that they need to update their code to accommodate breaking changes. -- Increment MINOR when you add new functionality in a backwards-compatible manner. Users can safely update without changing their existing code, but they might want to take advantage of new features. -- Increment PATCH when you make backwards-compatible bug fixes. These are safe, low-risk updates that users are encouraged to apply promptly. - -For example, moving from version 1.2.3 to 2.0.0 indicates a breaking change, while 1.3.0 would indicate new features, and 1.2.4 would be a bug fix. - -In gbapp development, we use specific commit message formats to automatically determine version increments. A typical commit message looks like this: - -``` -(): -[BREAKING CHANGE: ] -``` - -The 'type' in the commit message helps determine how to increment the version: -- 'feat' or 'feature' increments the MINOR version -- 'fix' increments the PATCH version -- If the commit message body contains "BREAKING CHANGE", it triggers a MAJOR version increment - -Here are some examples: - -1. `fix(azuredeployer.gbapp): stop graphite breaking when too much pressure applied` - This would trigger a PATCH increment (e.g., 1.2.3 to 1.2.4). - -2. `feat(core.gbapp): add 'graphiteWidth' option` - This would trigger a MINOR increment (e.g., 1.2.3 to 1.3.0). - -3. ``` - feat(api): remove 'graphiteWidth' option - BREAKING CHANGE: The graphiteWidth option has been removed. - ``` - This would trigger a MAJOR increment (e.g., 1.2.3 to 2.0.0) due to the breaking change. - -4. `perf(core.gbapp): Improved loop efficiency` - This wouldn't trigger any version increment, as performance improvements don't typically affect the API. - -Other commit types like 'docs', 'style', 'refactor', 'test', 'build', and 'ci' don't typically trigger version increments, as they don't affect the functionality of the package from the user's perspective. - -When working on your gbapp, always write clear, descriptive commit messages and use the appropriate commit type. Be especially cautious with breaking changes and clearly document them. Keep your commits atomic - each commit should represent a single logical change. - -Remember, the goal of SemVer is to help manage dependencies and provide clear communication about the nature of changes in your gbapp. By following these guidelines, you make it easier for others to use and integrate your gbapp into their projects. - -For the complete specification and any updates, always refer to semver.org. - - -### Create a new keyword - -- 10min. Find the package on npmjs.com; -- 2min. Perform keywords list update; -- (Optional) 10min. Create a new facade of keywords (Create service file, add reference to package/index.ts, and make a call); -- 20min. Keyword code call and infrastructure to support it. - - -## Tooling - -### JavaScript - -| Title | URL | -|---------------------------------------------|---------------------------------------------------------------------------------------------------| -| Deep Learning in JavaScript | https://deeplearnjs.org/ | -| 3D Physics Engine for JavaScript | Oimo.js http://lo-th.github.io/Oimo.js/#stacking | -| Sequence Diagram Generator | js-sequence-diagrams: https://bramp.github.io/js-sequence-diagrams/ | -| Data Visualization with D3.js | http://blog.avenuecode.com/a-library-for-data-visualization-d3.js | -| Chrome inside Node.js | https://github.com/GoogleChrome/puppeteer | -| XLSX loader | https://github.com/mgcrea/node-xlsx | -| API Repository | https://any-api.com/ | -| ORM | https://sequelize.org/ | -| Simplified JavaScript Jargon | http://jargon.js.org | -| RegExp Testing and Debugging | https://regexp101.com | - - -### Node Packages - -| Title | Description | -|----------------------------------------------|--------------------------------------------------------------------------------| -| @azure/arm-appservice | Azure SDK for JavaScript to manage App Service resources | -| @azure/arm-cognitiveservices | Azure SDK for Cognitive Services management | -| @azure/arm-resources | Azure SDK for resource management | -| @azure/arm-search | Azure SDK for managing Azure Search services | -| @azure/arm-sql | Azure SDK for SQL database management | -| @azure/arm-subscriptions | Azure SDK for subscription management | -| @azure/cognitiveservices-computervision | Azure Computer Vision API client library | -| @azure/keyvault-keys | Azure Key Vault keys client library | -| @azure/ms-rest-js | Isomorphic client runtime for Azure SDK | -| @azure/msal-node | Microsoft Authentication Library (MSAL) for Node.js | -| @azure/search-documents | Azure Cognitive Search client library | -| @google-cloud/pubsub | Google Cloud Pub/Sub client library | -| @google-cloud/translate | Google Cloud Translation API client library | -| @hubspot/api-client | HubSpot API client for Node.js | -| @microsoft/microsoft-graph-client | Microsoft Graph API client library | -| @nosferatu500/textract | Text extraction from various file formats | -| @semantic-release/changelog | Semantic-release plugin to create or update a changelog file | -| @semantic-release/exec | Semantic-release plugin to execute custom shell commands | -| @semantic-release/git | Semantic-release plugin to commit release assets to the project's git repository | -| @sendgrid/mail | SendGrid email service client library | -| @types/node | TypeScript definitions for Node.js | -| @types/validator | TypeScript definitions for validator.js | -| adm-zip | ZIP file management library | -| alasql | JavaScript SQL database for browser and Node.js | -| any-shell-escape | Escapes a string for use in shell commands | -| async-promises | Utilities for working with asynchronous code and promises | -| basic-auth | Basic HTTP authentication parsing | -| billboard.js | Re-usable, easy interface JavaScript chart library | -| bluebird | Promise library with performance focus | -| body-parser | Node.js body parsing middleware | -| botbuilder | Bot Framework v4 SDK for Node.js | -| botbuilder-adapter-facebook | Bot Framework v4 adapter for Facebook | -| botbuilder-ai | Bot Framework v4 AI integration | -| botbuilder-dialogs | Bot Framework v4 dialogs library | -| botframework-connector | Bot Framework connector library | -| botlib | Library for building chatbots | -| c3-chart-maker | Wrapper for C3.js charting library | -| chatgpt | Unofficial ChatGPT API client | -| chrome-remote-interface | Chrome Debugging Protocol interface | -| cli-progress | Easy to use Progress-Bar for command-line interfaces | -| cli-spinner | Spinner for command-line interfaces | -| core-js | Modular standard library for JavaScript | -| data-forge | Data transformation and analysis library | -| date-diff | Calculate the difference between two dates | -| docxtemplater | Template-based document generation | -| dotenv-extended | Advanced environment variable loader | -| exceljs | Excel workbook manager | -| express | Fast, unopinionated, minimalist web framework for Node.js | -| express-remove-route | Dynamically remove routes in Express | -| ffmpeg-static | FFmpeg static binaries for Node.js | -| google-libphonenumber | Google's libphonenumber library for Node.js | -| googleapis | Google APIs client library | -| ibm-watson | IBM Watson APIs Node.js SDK | -| indent.js | JavaScript code indentation library | -| js-beautify | JavaScript beautifier | -| keyv | Simple key-value storage with support for multiple backends | -| koa | Next generation web framework for Node.js | -| koa-body | Body parser for Koa | -| koa-router | Router middleware for Koa | -| lodash | Utility library delivering modularity, performance, & extras | -| luxon | Library for working with dates and times | -| mammoth | Convert Word documents (.docx files) to HTML | -| moment | Parse, validate, manipulate, and display dates in JavaScript | -| ms-rest-azure | Azure REST API client runtime | -| nexmo | Vonage API client library | -| node-cron | Cron-like job scheduler for Node.js | -| node-nlp | Natural language processing tools for Node.js | -| node-tesseract-ocr | Tesseract OCR engine for Node.js | -| npm | Node package manager | -| open | Open stuff like URLs, files, executables | -| pdf-extraction | Extract content from PDF files | -| pdfkit | PDF document generation library | -| phone | Phone number parsing, validation and formatting | -| pizzip | ZIP file generation library | -| pptxtemplater | PowerPoint template engine | -| pragmatismo-io-framework | Framework for building enterprise applications | -| prism-media | Interface for streaming media transcoding | -| public-ip | Get your public IP address | -| punycode | Robust Punycode converter | -| puppeteer | Headless Chrome Node.js API | -| puppeteer-extra | Modular plugin framework for Puppeteer | -| puppeteer-extra-plugin-stealth | Stealth plugin for Puppeteer | -| qrcode | QR code generator | -| qrcode-terminal | QR code generator for terminal | -| readline | readline utility for Node.js | -| reflect-metadata | Polyfill for Metadata Reflection API | -| rimraf | The UNIX command rm -rf for Node.js | -| safe-buffer | Safer Node.js Buffer API | -| scanf | C-like scanf for Node.js | -| sequelize | Promise-based ORM for Node.js | -| sequelize-cli | Sequelize command line interface | -| sequelize-typescript | Decorators and TypeScript for Sequelize | -| simple-git | Simple Git interface for Node.js | -| speakingurl | Generate a slug from a string | -| ssr-for-bots | Server-side rendering for bots | -| strict-password-generator | Generate cryptographically strong passwords | -| swagger-client | Swagger/OpenAPI client for JavaScript | -| tabulator-tables | Interactive table generation library | -| tedious | TDS driver for connecting to SQL Server databases | -| textract | Text extraction from various file types | -| twitter-api-v2 | Twitter API v2 client library | -| typescript | TypeScript language | -| typescript-rest-rpc | TypeScript RPC framework | -| url-join | Join all arguments together and normalize the resulting URL | -| vbscript-to-typescript | Convert VBScript to TypeScript | -| vhost | Virtual host for Node.js | -| vm2 | Sandbox for Node.js | -| vm2-process | Process management for VM2 | -| walk-promise | Directory tree walker with Promises | -| washyourmouthoutwithsoap | Profanity filter | -| whatsapp-web.js | WhatsApp Web API for Node.js | -| winston | Multi-transport async logging library | -| winston-logs-display | Display Winston logs in the browser | -| yarn | Fast, reliable, and secure dependency management | - -### Node Packages (Dev Dependencies) - -| Title | Description | -|----------------------------------------------|--------------------------------------------------------------------------------| -| simple-commit-message | Simple commit message validator | -| @types/url-join | TypeScript definitions for url-join | -| ban-sensitive-files | Prevent sensitive files from being committed | -| commitizen | Tool to create commit messages according to conventions | -| cz-conventional-changelog | Commitizen adapter for conventional changelog | -| dependency-check | Check for unused and missing dependencies | -| git-issues | List git issues from command line | -| license-checker | Check license info for project dependencies | -| ngrok | Secure tunnels to localhost | -| prettier-standard | Prettier and standard configuration | -| semantic-release | Automated version management and package publishing | -| travis-deploy-once | Run a deployment script only once in Travis CI | -| ts-node | TypeScript execution and REPL for Node.js | -| tslint | Linter for TypeScript | - - -### Code Extensions - -| Title | Description | -|----------------------------------------------|-----------------------------------------------------------------| -| mbinic.tgit-cmds | Set of commands for launching TortoiseGit dialogs | -| tomashubelbauer.vscode-markdown-table-format | Formats MarkDown tables so that all columns have the same width | -| esbenp.prettier-vscode | VS Code plugin for prettier/prettier (wraps at column 80) | -| mikestead.dotenv | .env file support for VS Code | -| abhinavk99.codewall | Blocks distracting websites to improve productivity | -| christian-kohler.npm-intellisense | Autocompletes npm modules in import statements | -| csholmq.excel-to-markdown-table | Converts Excel data to Markdown tables | -| davidanson.vscode-markdownlint | Markdown linting and style checking for VS Code | -| eg2.ts-tslint | TypeScript linter for VS Code | -| eg2.vscode-npm-script | Run npm scripts from the command palette | -| esbenp.prettier-vscode | Code formatter using prettier | -| formulahendry.auto-rename-tag- | Automatically rename paired HTML/XML tags | -| gruntfuggly.align-mode | Aligns text in columns based on regular expressions | -| jmfirth.vsc-space-block-jumper | Jump between blocks of code separated by blank lines | -| kaiwood.indentation-level-movement | Move lines up and down respecting indentation | -| mbinic.tgit-cmds | Set of commands for launching TortoiseGit dialogs | -| mechatroner.rainbow-csv | Highlight CSV and TSV files in different colors | -| mikestead.dotenv | .env file support for VS Code | -| sirtori.indenticator | Highlights the current indentation depth | -| tandy.color-basic | Syntax highlighting for Color BASIC | - - -### Code Shotcut keys - -| Key | Description | -|--------------------------|-------------------------------------------------------------------------------| -| F8 | Next error. | -| F12 | Go to symbol definition. | -| F5 | Run. | -| CTRL + . | Auto refactoring (Fix). | -| ALT + SHIFT + DOWN ARROW | Duplicate the line code. | -| CTRL + SHIFT + H | Replace all followed by CTRL + ALT + ENTER on replace text box. | -| CTRL + SHIFT + B | Compile inside VSCode, you can also open an external terminal and run tsc -w. | -| CTRL + G | Go to the specified line. | -| CTRL + SHIFT + G | Goes to Git. | -| CTRL + SHIFT+P | Opens the Command Palette | -| CTRL + ALT+UP/DOWN ARROW | Enter the Vertical Selection mode | -| ALT + UP/DOWN ARROW | Move lines | - -### Common tasks - -| Task | Description | -|---------------|-------------------------------------| -| npm update -g | Updates NPM | -| node -v | Checks node version | -| ncu -a | Update all packages in package.json | - diff --git a/site/docs/chapter-07-gbot-reference.md b/site/docs/chapter-07-gbot-reference.md deleted file mode 100644 index 56edcb4a..00000000 --- a/site/docs/chapter-07-gbot-reference.md +++ /dev/null @@ -1,315 +0,0 @@ --- -sidebar_position: 70 - ---- - -# .gbot Reference - -## Instance custom params - -## Commands - -General Bot can be controlled by the same chat window people talk to, so -here is a list of admin commands related to deploying .gb\* files. - -| Command | Description | -| -------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| /edit | Sends a link to the Bot Storage so package folders like .gbdialog, .gbkb, .gbot and others can be edited. | -| /setupSecurity [tokenName] | Setup connection between General Bots and the Cloud, so the bot drive can be accessed by BotServer during publishing and direct access like the FIND keyword. Or using tokenName, setups a connection defined in Config.xlsx. | -| /publish [extension] | Deploy the package to the bot storage. When ommited, the command will publish the package named (botId).gbkb by default. | - -# Config.xlsx (.gbot) Configuration - -| Name | Description | -| --------------------------- | ---------------------------------------------------------------------------------------------------------------------- | -| .gbapp List | List of associated .gbapp packages to this .gbot. | -| Admin Notify E-mail | E-mail used to notify administrators. | -| Answer Mode | How LLM is used. Can be "direct", "document", "document-ref", "sql", "chart" or "tool". | -| Avatar Logo | Bot logo URL. | -| Bot Admin Number | Administration mobile number which will receive Debug screenshots and other notifications. | -| Can Publish | Comma separeted list of mobile numbers that can publish directly. | -| Debug Web Automation | TRUE if Bot Admin Number will receive an screenshot to each web automation step. | -| Default Content Language | Language (eg.: en or pt) that content files in .gbkb, .gbdialog and so on are written. | -| Default User Language | Language (eg.: en or pt) that user will be presented by the Bot. | -| Description | Description of the Bot. | -| Enable Audio Hearing | TRUE if the Bot can hear. | -| Enable Audio Talking | TRUE if the Bot can talk. | -| Enable Spelling Checker | TRUE if everything input by user should be spell checked. | -| Enable Worldwide Translator | TRUE if the Bot should be polyglot. | -| Feedback Improve.Message | Message to user when the Bot was unable to find something. | -| Group Spell | Enable spell checker for groups. | -| HelloGoodX | TRUE if Bot should give hello. | -| Keep Text | Comma separeted list of words that should be keep intact between Bot understanding process. | -| Language Detector | TRUE if Bot should get the language automatically. | -| NLP Score | Number between 0 and 1 that will be used to classify text to use NLP neural network. | -| Search Score | Number between 0 and 1 that will be used to consider Full Text Search as content retrieval method. | -| SSR | Generate an HTML for the default.gbui useful for search engines. | -| Start Dialog | Name of .docx (without the Extension) that will be used as Dialog entry point. | -| Synchronize Database | TRUE if TABLE keyword should _MODIFY_ database. Be careful in Production storage this value should be FALSE (default). | -| Transfer To | Comma separeted list of mobile numbers that Bot will use to tranfer chats from WhatsApp. | -| WhatsApp Admins | Comma separeted list of mobile numbers that will be admin. | -| WhatsApp Group ID | Group ID (accessible only in internal log) used to connect the Bot to a WhatsApp group. | -| WhatsApp Group Name | WhatsApp group name that this Bot belongs to. | -| WhatsApp Group Shortcuts | Space separeted list of triggers in text that will active Bot in groups. | -| Website | URL of website to use as bot knowledge base. Note: Answer Mode should be 'document' while using crawler. | -| Website Depth | Maximum website hyperlinks depth when crawling page contents. | -| Website Max Documents | Maximum website document count to be added to LLM embeddings. | -| XRM Key | String key of HubSpot (currently) API. | - -Note that this variables are available in every .gbdialog code, automatically. - -## Config in Detail - -### Admin Notify E-mail - -The "Admin Notify E-mail" setting specifies the email addresses that will receive notifications regarding the bot’s activities and administrative updates. This feature ensures that administrators are promptly informed about any critical events or issues related to the bot's operation, allowing them to take necessary actions swiftly. - -### Answer Mode - -In a bot factory configuration, the integration of a Language Learning Model (LLM) is pivotal in enhancing the functionality and efficiency of the bots. The LLM can be employed in various modes depending on the requirements of the bot system. These modes include "direct," "document," "document-ref," "sql," and "tool," each offering a unique method of interaction and data handling. For instance, in the "direct" mode, the LLM is used to generate responses or actions based on real-time user input, providing immediate and contextually relevant replies. This approach is particularly useful for creating conversational agents that can handle a wide range of user queries effectively. -In the "document" mode, the LLM processes and generates responses based on pre-existing documents or content. This mode is ideal for scenarios where the bot needs to reference detailed information or provide insights derived from specific documents. The LLM analyzes the content of the documents to deliver accurate and contextually appropriate information, thereby enhancing the bot's ability to offer valuable and precise responses. This approach is particularly beneficial for applications that require in-depth knowledge or detailed guidance based on existing resources. -The "document-ref" mode builds on the document-based approach by allowing the LLM to reference and extract information from multiple documents to generate comprehensive responses. This mode is advantageous when the bot needs to synthesize information from various sources to provide well-rounded answers or perform complex tasks. In contrast, the "sql" mode leverages structured query language to interact with databases, enabling the LLM to retrieve and manipulate data based on specific queries. Lastly, the "tool" mode integrates the LLM with external tools or services, allowing the bot to extend its functionality by interacting with other applications or systems. Each mode offers a distinct advantage, allowing the bot factory to tailor its approach based on the specific needs and objectives of the bot system. -The "chart" mode, on the other hand, is used to generate charts and graphs based on data, providing a visual representation. - -### Avatar Logo - -The "Avatar Logo" is the URL of the bot's logo that represents it visually. This logo is used in user interfaces and communications to create a recognizable identity for the bot, enhancing its brand presence and user engagement. - -### Can Publish - -The "Can Publish" setting is a comma-separated list of mobile numbers that have the authority to publish content directly. This feature ensures that only authorized individuals can contribute or update content, maintaining control over the bot's published material. - -### Description - -The "Description" provides a brief overview of the bot, including its purpose, functionalities, and key features. This description helps users understand what the bot does and what to expect from its interactions. - -### Enable Audio Hearing - -The "Enable Audio Hearing" option indicates whether the bot can process and understand audio inputs. When set to TRUE, the bot is capable of receiving and interpreting spoken language, enhancing its interaction capabilities. - -### Enable Audio Talking - -The "Enable Audio Talking" setting specifies if the bot can generate and deliver spoken responses. Enabling this feature allows the bot to communicate with users through audio, making interactions more dynamic and engaging. - -### Enable Spelling Checker - -The "Enable Spelling Checker" option determines whether the bot should automatically check and correct spelling errors in user inputs. When set to TRUE, this feature helps maintain the quality and accuracy of interactions by addressing spelling mistakes. - -### Enable Worldwide Translator - -The "Enable Worldwide Translator" setting allows the bot to support multiple languages and perform translation tasks. When enabled, the bot can interact with users in various languages, catering to a global audience. - -### Default User Language - -The "Default User Language" specifies the language that users will encounter by default when interacting with the bot. This setting ensures that the bot communicates in the preferred language of the user, enhancing their experience. - -### Default Content Language - -The "Default Content Language" defines the language in which content files, such as .gbkb and .gbdialog, are written. This setting ensures consistency in content creation and processing within the bot's system. - -### Language Detector - -The "Language Detector" feature enables the bot to automatically identify the language of user inputs. When activated, the bot can adapt its responses based on the detected language, improving communication accuracy. - -### NLP Score - -The "NLP Score" is a numerical value between 0 and 1 used to assess the relevance and quality of text for Natural Language Processing (NLP) neural networks. This score helps in classifying and processing text more effectively. - -### Search Score - -The "Search Score" is a value between 0 and 1 that influences the consideration of Full Text Search as a content retrieval method. A higher score indicates a greater emphasis on search-based content retrieval. - -### Transfer To - -The "Transfer To" setting is a comma-separated list of mobile numbers to which the bot will transfer chats from WhatsApp. This feature facilitates the rerouting of conversations to designated contacts or support agents. - -### WhatsApp Admins - -The "WhatsApp Admins" field is a comma-separated list of mobile numbers designated as administrators for the bot. These individuals have elevated access and control over the bot’s settings and operations. - -### Feedback Improve.Message - -The "Feedback Improve.Message" is a predefined message that the bot will send to users when it fails to find the requested information. This message encourages users to provide feedback or try different queries. - -### Keep Text - -The "Keep Text" setting is a comma-separated list of words or phrases that should remain unchanged during the bot’s understanding process. This feature ensures that specific terms are preserved and accurately recognized. - -### Start Dialog - -The "Start Dialog" specifies the name of the .docx file (without the extension) that serves as the entry point for the bot’s dialog. This document outlines the initial interactions and flow of the conversation. - -### HelloGoodX - -The "HelloGoodX" option determines whether the bot should greet users with a welcome message. When set to TRUE, the bot will initiate interactions with a friendly hello. - -### XRM Key - -The "XRM Key" is a string key used to authenticate and access the HubSpot API. This key is essential for integrating the bot with HubSpot services and functionalities. - -### WhatsApp Group Name - -The "WhatsApp Group Name" is the name of the WhatsApp group to which the bot belongs. This setting helps in identifying and organizing the bot’s presence within specific groups. - -### WhatsApp Group Shortcuts - -The "WhatsApp Group Shortcuts" are space-separated triggers in text that activate the bot within WhatsApp groups. These shortcuts enable users to engage with the bot using predefined commands or keywords. - -### Bot Admin Number - -The "Bot Admin Number" is the mobile number that receives debug screenshots and other notifications related to the bot’s operation. This contact is crucial for monitoring and troubleshooting the bot. - -### WhatsApp Group ID - -The "WhatsApp Group ID" is a unique identifier used to connect the bot to a specific WhatsApp group. This ID is accessible only in internal logs and is essential for group integration. - -### Debug Web Automation - -The "Debug Web Automation" setting indicates whether the Bot Admin Number should receive screenshots of each web automation step. Enabling this feature provides detailed visibility into web automation processes. - -### .gbapp List - -The ".gbapp List" is a collection of associated .gbapp packages linked to the .gbot. This list helps in managing and organizing the bot’s application packages. - -### Group Spell - -The "Group Spell" option enables the spell checker for group interactions. When activated, the bot will check and correct spelling errors in group chat messages. - -### Synchronize Database - -The "Synchronize Database" setting determines whether the TABLE keyword should modify the database. Setting this to TRUE allows changes to the database schema, while FALSE should be used in production environments to prevent unintended modifications. - -### Theme Color - -You can change the theme color of the bot by selecting a color from the palette of General Bots available theme colors: - -| Color | -| ----------- | -| grey | -| light | -| red | -| blue | -| green | -| yellow | -| purple | -| orange | -| brown | -| pink | -| cyan | -| lime | -| indigo | -| teal | -| violet | -| black-white | - ---- - -Each title and description has been crafted to clarify the purpose and functionality of the respective configuration setting. - -## Enviroment Variables Reference - -| Name | Sample Value | Description | -| ---------------------- | ------------------------------------------------ | ------------------------------------------------------------------------ | ------------------------------------------------------------------------------------- | -| ADDITIONAL_DEPLOY_PATH | D:\data\gbai | Deploy folder to look for packages (Just one folder). | -| ADMIN_PASS | E732+!#xJ3a\_\*! | Administration password for the conversational interface. | -| CLOUD_SUBSCRIPTIONID | 622e5037-f7f1-49f6-a9c4-28babbb0fs | Cloud subscription ID used to deploy new bots. | -| CLOUD_LOCATION | westus | Cloud location used to deploy new bots. | -| CLOUD_GROUP | newassistant | Cloud group used to deploy new bots. | -| CLOUD_USERNAME | someone@domain | Cloud username used to deploy new bots. | -| CLOUD_PASSWORD | (use a password generator) | Cloud password used to deploy new bots. | -| MARKETPLACE_ID | 9c90ff1c3-101b-4f0d-85cd-4bada2226fe3 | Martplace identifier associated to the boot bot. | -| MARKETPLACE_SECRET | nzrNUUG6214%raqzYWQ8(+% | Martplace password associated to the boot bot. | -| STORAGE_DIALECT | mssql | The bot database dialect configuration value. Can be MSSQL or SQLITE. | -| STORAGE_SERVER | newassistant-storage-server.database.windows.net | The bot database server name configuration value. | -| STORAGE_NAME | newassistant-storage | The bot database name configuration value. | -| STORAGE_USERNAME | sahaaksfqiehke | The bot database security username configuration value. | -| STORAGE_PASSWORD | (use a password generator) | The bot database security password configuration value. | -| STORAGE_SYNC | true | If the bot server should sync database before running. | -| PRIVACY_STORE_MESSAGES | true | If the bot server should store message logs in the database. | -| TEST_MESSAGE | /publish | If the bot server should auto send a message for test. | -| TEST_SHELL | rm work/.. | If the user needs to continuously remove an archive. | -| GBDIALOG_GBDATABOT | Shared.gbai/Shared.gbdata | If defined, BotServer will use this .gbdata instead of default location. | -| ADMIN_OPEN_PUBLISH | | true | If defined, BotServer will open the publish dialog on startup not requiring password. | - -## How to - -### Move to production (Azure) - -- Update bot endpoint; -- - -### WhatsApp Procedures - -#### Register Phone Number - -1. Open [Facebook App Dashboard](https://developers.facebook.com/apps) and register the App; -2. Go to WhatsApp, API Setup and register the phone and save the Phone number ID to update the WhatsAppServiceNumer in GuaribasInstance. -3. Generate a System User and associate it to the App; -4. Get the token from User and update the WhatsAppServiceKey; - -#### Register PIN. - -``` -https://graph.facebook.com/v18.0/999996037087713/ -{"pin" : "999999"} -``` - -##### Register Account. - -``` -https://graph.facebook.com/v18.0/999997245497156/register -{ - "messaging_product": "whatsapp", "pin":999999 -} -``` - -##### Define message in profile. - -``` -https://graph.facebook.com/v18.0/99999792462862/whatsapp_business_profile -{ -"messaging_product": "whatsapp", -"about": "Online" -} -``` - -# Deploying to Azure - -1. Create Entra User fill .env CLOUD_USERNAME and CLOUD_PASSWORD; -2. Get SubscriptionId and fill SUBSCRIPTION_ID; -3. Define BOT_ID, CLOUD_LOCATION, CLOUD_GROUP -4. Create AppId and Secret in Azure and fill MARKEPLACE\_\* keys; -5. eploy General Bots with the .env ready; -6. An updated version of .env is generated; -7. In Application | Permissions: - ◦ Microsoft Graph - ▪ Sites.Read.All - ▪ Sites.ReadWrite.All - ▪ User.Read - ▪ Application.Read.All - ▪ Application.ReadWrite.All -8. In Authentication | Add Platform | Web | Redirect URL: https://server/botId/token; -9. /setupSecurity to get access to Bot Drive (Clean: https://www.domstamand.com/removing-user-consent-from-an-azure-ad-application/); -10. /publish to publish packages on root bot. - -## Opening 443 Port in Linux - -``` -setcap 'cap_net_bind_service=+ep' $(readlink -f $(which node)) -``` - -## Common Errors on Azure - -- The subscription is not registered to use namespace 'Microsoft.Web'. See https://aka.ms/rps-not-found for how to register subscriptions. - -- Enter Azure | Subscription | Resource providers | Find Microsoft.Web and check it. - -### Setup Linux RDP to access Azure - -``` -# MS Remote Desktop Connection (RDP Client) - -apt-add-repository ppa:remmina-ppa-team/remmina-next -apt update -apt install remmina remmina-plugin-rdp remmina-plugin-secret - -``` diff --git a/site/docs/chapter-08-tooling.md b/site/docs/chapter-08-tooling.md deleted file mode 100644 index 6828d025..00000000 --- a/site/docs/chapter-08-tooling.md +++ /dev/null @@ -1,48 +0,0 @@ ---- -sidebar_position: 80 ---- - -# Tooling - -## Notable Packages - -### [@push](https://github.com/vasyas/push-rpc) - -#### Updating BotServer/swagger.yaml - -``` -node ./node_modules/@push-rpc/openapi/dist/cli.js --tsConfig ./tsconfig.api.json --apiTemplate ./api-template.json --output swaager.yaml --baseDir=. --entryFile ./src/api.ts --entryType GBAPI -``` - -# External Refereces - -| Name | URL | -| ------------------------ | ---------------------------------------------------- | -| Prompt Engineering Guide | https://www.promptingguide.ai | -| GPT Alternatives | https://github.com/GPT-Alternatives/gpt_alternatives | - -## LLM Propmts - -- https://github.com/jamesponddotco/llm-prompts/tree/trunk - -## LLM Tools - -- https://lmstudio.ai/ - -## LLM Resources - -- https://github.com/nichtdax/awesome-totally-open-chatgpt -- https://github.com/janhq (Offline LLM) -- https://github.com/sindresorhus/awesome-chatgpt - -# Services - -# Useful callable public APIs - -| Name | URL | -| ------------------------ | -------------------------------------------------- | -| Collection of Public API | https://github.com/public-apis/public-apis | -| Wheather | https://github.com/Yeqzids/7timer-issues/wiki/Wiki | -| Free Public APIs | https://www.freepublicapis.com/tags/public-data | - -# Service News diff --git a/site/docs/chapter-09-feature-matrix.md b/site/docs/chapter-09-feature-matrix.md deleted file mode 100644 index 8fe1406f..00000000 --- a/site/docs/chapter-09-feature-matrix.md +++ /dev/null @@ -1,78 +0,0 @@ ---- -sidebar_position: 90 ---- - -# General Bots Feature Matrix - -| **Feature Code** | **Code** | **Description** | **Category** | **Status** | -|------------------|---------------------------------------------------|-------------------------------------------------------------------------------------------|-------------------------|------------| -| FEAT-01A | `HEAR variable` | Hears something from the person into a variable for later use. | Basic Interaction | FUTURE | -| FEAT-02B | `TALK message` | Talk the specified message to the person. | Basic Interaction | FUTURE | -| FEAT-03C | `WAIT seconds` | Wait a number of seconds before continuing the conversation. | Basic Interaction | FUTURE | -| FEAT-04D | `confirm variable` (Comming soon) | Waits for confirmation and returns true or false. | Basic Interaction | FUTURE | -| FEAT-05E | `HEAR variable AS EMAIL` | Hears and validates an email address from the user. | Data Validation | FUTURE | -| FEAT-06F | `HEAR variable AS DATE` | Hears and validates a date from the user. | Data Validation | FUTURE | -| FEAT-07G | `HEAR variable AS NAME` | Hears and validates a name from the user. | Data Validation | FUTURE | -| FEAT-08H | `HEAR variable AS INTEGER` | Hears and validates an integer from the user. | Data Validation | FUTURE | -| FEAT-09I | `HEAR variable AS BOOLEAN` | Hears and validates a boolean (true/false) from the user. | Data Validation | FUTURE | -| FEAT-10J | `HEAR variable AS HOUR` | Hears and validates an hour from the user. | Data Validation | FUTURE | -| FEAT-11K | `HEAR variable AS MONEY` | Hears and validates a monetary amount from the user. | Data Validation | FUTURE | -| FEAT-12L | `HEAR variable AS MOBILE` | Hears and validates a mobile number from the user. | Data Validation | FUTURE | -| FEAT-13M | `HEAR variable AS ZIPCODE` | Hears and validates a ZIP code from the user. | Data Validation | FUTURE | -| FEAT-14N | `HEAR variable AS "Abacate", "Maçã", "Morango"` | Displays the specified menu and waits for user selection. | Data Validation | FUTURE | -| FEAT-15O | `HEAR variable AS LANGUAGE` | Hears and validates a language code from the user. | Data Validation | FUTURE | -| FEAT-16P | `HEAR variable AS LOGIN (internal)` | Waits for Active Directory login integration before proceeding. | Data Validation | FUTURE | -| FEAT-17Q | `variable = GET "file.xlsx", "A1:A1"` | Gets the value of the cell specified in range address. | Data Handling | FUTURE | -| FEAT-18R | `SET "file.xlsx", "A1:A1", 42` | Sets the value of the cell specified in range address. | Data Handling | FUTURE | -| FEAT-19S | `variable = GET "https://server/query"` | Gets the value from the specified web service. | Data Handling | FUTURE | -| FEAT-20T | `POST "https://", data` | Sends data to the specified URL. | Data Handling | FUTURE | -| FEAT-21U | `data = FIND "sales_data.xlsx", "A1:B10"` | Finds data in a specified range or file. | Data Handling | FUTURE | -| FEAT-22V | `result = SELECT product, SUM(amount) AS total FROM data GROUP BY product` | Use SQL to manipulate a data variable returned from FIND or an array. | Data Handling | FUTURE | -| FEAT-23W | `file = data AS IMAGE` | Converts a two-dimensional array into an image file. | Data Handling | FUTURE | -| FEAT-24X | `file = data AS PDF` | Converts a two-dimensional array into a PDF file. | Data Handling | FUTURE | -| FEAT-25Y | `data = NEW OBJECT` | Creates a new object to be used with REST calls. | Data Handling | FUTURE | -| FEAT-26Z | `data = NEW ARRAY` | Creates a new array. | Data Handling | FUTURE | -| FEAT-27A | `file = QRCODE "https://example.com"` | Creates a QR code from specified text. | Data Handling - -| **Feature Code** | **Code** | **Description** | **Category** | **Status** | -|------------------|---------------------------------------------------|-------------------------------------------------------------------------------------------|-------------------------|------------| -| FEAT-27A | `file = QRCODE "https://example.com"` | Creates a QR code from specified text. | Data Handling | FUTURE | -| FEAT-28B | `FORMAT value, format` | Formats a value according to the specified format. | Data Handling | FUTURE | -| FEAT-29C | `ADD NOTE` | Adds a note to a file named Notes.xls of .gbdata. | Data Handling | FUTURE | -| FEAT-30D | `ALLOW ROLE` | Check if a role specified in People sheet (.gbdata) will have access. | Data Handling | FUTURE | -| FEAT-31E | `page = OPEN url [AS #namedSession]` | Web automation retrieval of a web page, saving the session for reuse. | Web Automation | FUTURE | -| FEAT-32F | `variable = GET page, cssSelector` | Retrieves an element within an IFRAME specified by selector. | Web Automation | FUTURE | -| FEAT-33G | `SET page, cssSelector, value` | Defines a field to a value on the webpage specified by selector. | Web Automation | FUTURE | -| FEAT-34H | `CLICK page, cssSelector` | Clicks on an element inside the web page being automated. | Web Automation | FUTURE | -| FEAT-35I | `file = DOWNLOAD url` | Downloads a file from the specified URL. | Web Automation | FUTURE | -| FEAT-36J | `HEAR variable AS FILE` | Returns a file uploaded by the user to be saved. | File Management | FUTURE | -| FEAT-37K | `HEAR variable AS AUDIO` | Returns an audio file uploaded by the user to be saved. | File Management | FUTURE | -| FEAT-38L | `INCLUDE file` | Includes a file into .gbdialog. | File Management | FUTURE | -| FEAT-39M | `UPLOAD file` | Uploads a file to a storage blob, like Azure Storage. | File Management | FUTURE | -| FEAT-40N | `DIR path` | Returns a list of files in the specified directory. | File Management | FUTURE | -| FEAT-41O | `FILL` | Fills data into a Word document to be exported as images. | File Management | FUTURE | -| FEAT-42P | `SAVE variable AS "path/file"` | Saves the specified variable as a file at the given path. | File Management | FUTURE | -| FEAT-43Q | `TABLE name ON connection` | Defines a TABLE on the specified storage (database) connection. | Advanced Operations | FUTURE | -| FEAT-44R | `field AS dataType` | Defines a field in TABLE. Eg.: name string(50). | Advanced Operations | FUTURE | -| FEAT-45S | `CONTINUATION TOKEN` | Returns the value of the continuation token associated with the current dialog. | Advanced Operations | FUTURE | -| FEAT-46T | `aadToken()` | Auto-generated variable that contains Azure AD Token useful for calling Microsoft Web Services. | Internal Variables and Functions | FUTURE | -| FEAT-47U | `SET PARAM name AS value` | Defines a retrievable param in the storage in the scope of the user. | Options | FUTURE | -| FEAT-48V | `GET PARAM name` | Returns a previously user scoped param via SET PARAM from the storage. | Options | FUTURE | -| FEAT-49W | `SET HTTP HEADER _key = value` | Defines an HTTP header to be used in the next GET call. | HTTP Authentication | FUTURE | -| FEAT-50X | `SET HTTP USERNAME = value` | Defines the HTTP username to be used in the next GET call. | HTTP Authentication | FUTURE | -| FEAT-51Y | `SET HTTP PASSWORD = value` | Defines the HTTP password to be used in the next GET call. | HTTP Authentication | FUTURE | -| FEAT-52Z | `SET HEAR ON "mobile"` | Sets HEAR options for mobile numbers. | Options | FUTURE | -| FEAT-53A | `SET MAX LINES value` | Defines the maximum number of lines for output. | Options | FUTURE | -| FEAT-54B | `SET SCHEDULE "2 * * * * *"` | Defines a schedule for periodic tasks. | Options | FUTURE | -| FEAT-55C | `SET LANGUAGE value` | Sets the language for the dialog. | Options | FUTURE | -| FEAT-56D | `SET TRANSLATOR [ON or OFF]` | Turns the translator feature on or off. | Options | FUTURE | -| FEAT-57E | `SET WHOLE WORD [TRUE or FALSE]` | Defines if whole word matching is used. | Options | FUTURE | -| FEAT-58F | `SET THEME "dark" or "white" or "blue"` | Defines the theme for the next content generation (PDF, images, videos, etc.). | Options | FUTURE | -| FEAT-59G | `SET OPERATOR [OR]` | Defines OR operations on multiple FIND filters separated by comma. | Options | FUTURE | -| FEAT-60H | `SET FILTER TYPE [comma separated list of types]` | Uses the specified type in next FIND calls, disabling auto-detection of filter type. | Options | FUTURE | -| FEAT-61I | `SET PAGED "auto" or "none"` | Defines auto paging for HTTP REST GET calls. | Options | FUTURE | -| FEAT-A7B | | Any files inside public folder of bot .gbdrive will be accessible in /[botId].gbai/[botId].gbdrive/public ||| Sharing | FUTURE | - - -AUTO SAVE -.gbdrive public \ No newline at end of file diff --git a/site/docs/chapter-10-contributing.md b/site/docs/chapter-10-contributing.md deleted file mode 100644 index 4fa17e9e..00000000 --- a/site/docs/chapter-10-contributing.md +++ /dev/null @@ -1,20 +0,0 @@ ---- -sidebar_position: 100 ---- - -# Contributing - -## How To - -### Make commit - -See these guides: - -* [1](https://seesparkbox.com/foundry/semantic_commit_messages) -* [2](http://karma-runner.github.io/0.10/dev/git-commit-msg.html) - -### Use BotLib as a local project for development - -1. Enter botlib directory and then run npm link; -2. Enter BotServer folder and the run npm link botlib; -3. Ensure package.json of both projects are synced. \ No newline at end of file diff --git a/site/docs/glossary.md b/site/docs/glossary.md deleted file mode 100644 index 8e9c525d..00000000 --- a/site/docs/glossary.md +++ /dev/null @@ -1,10 +0,0 @@ ---- -sidebar_position: 1000 ---- - -# Glossary - -| Term | Description | -|-------------------|-----------------------------------------------------------------------------| -| Subject Menu Item | An item that is shown to the user when a request of known subjects is done. | -| Projector | A canvas that expresses the current conversation graphically. | diff --git a/site/docs/images/GeneralBotsDatabaseModel.png b/site/docs/images/GeneralBotsDatabaseModel.png deleted file mode 100644 index 22a1e369..00000000 Binary files a/site/docs/images/GeneralBotsDatabaseModel.png and /dev/null differ diff --git a/site/docs/images/GeneralBotsReverseProxy.png b/site/docs/images/GeneralBotsReverseProxy.png deleted file mode 100644 index c77446cf..00000000 Binary files a/site/docs/images/GeneralBotsReverseProxy.png and /dev/null differ diff --git a/site/docs/images/general-bots-reference-architecture.png b/site/docs/images/general-bots-reference-architecture.png deleted file mode 100644 index 49a43be4..00000000 Binary files a/site/docs/images/general-bots-reference-architecture.png and /dev/null differ diff --git a/site/docs/images/general-bots-reference-architecture.vsdx b/site/docs/images/general-bots-reference-architecture.vsdx deleted file mode 100644 index 4c6933df..00000000 Binary files a/site/docs/images/general-bots-reference-architecture.vsdx and /dev/null differ diff --git a/site/docusaurus.config.ts b/site/docusaurus.config.ts deleted file mode 100644 index 65a40b4a..00000000 --- a/site/docusaurus.config.ts +++ /dev/null @@ -1,151 +0,0 @@ -import { themes as prismThemes } from "prism-react-renderer"; -import type { Config } from "@docusaurus/types"; -import type * as Preset from "@docusaurus/preset-classic"; - -const config: Config = { - title: "General Bots Documentation", - tagline: "To err is human.", - favicon: "img/favicon.ico", - - // Set the production url of your site here - url: "https://docs.pragmatismo.cloud", - // Set the // pathname under which your site is served - // For GitHub pages deployment, it is often '//' - baseUrl: "/", - - // GitHub pages deployment config. - // If you aren't using GitHub pages, you don't need these. - organizationName: "General Bots", // Usually your GitHub org/user name. - projectName: "General Bots", // Usually your repo name. - - onBrokenLinks: "warn", - onBrokenMarkdownLinks: "warn", - - // // Even if you don't use internationalization, you can use this field to set - // // useful metadata like html lang. For example, if your site is Chinese, you - // // may want to replace "en" with "zh-Hans". - // i18n: { - // defaultLocale: 'en', - // locales: ['en'], - // }, - - presets: [ - [ - "redocusaurus", - { - specs: [ - { - spec: "https://gb.pragmatismo.cloud/swagger.yaml", - route: "/api/", - }, - ], - theme: { - primaryColor: "#1890ff", - }, - }, - ],[ - "classic", - { - docs: { - sidebarPath: "./sidebars.ts", - // Please change this to your repo. - // Remove this to remove the "edit this page" links. - editUrl: - "https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/", - }, - blog: { - showReadingTime: true, - feedOptions: { - type: ["rss", "atom"], - xslt: true, - }, - // Please change this to your repo. - // Remove this to remove the "edit this page" links. - editUrl: - "https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/", - // Useful options to enforce blogging best practices - onInlineTags: "warn", - onInlineAuthors: "warn", - onUntruncatedBlogPosts: "warn", - }, - theme: { - customCss: "./src/css/custom.css", - }, - } satisfies Preset.Options, - ], - ], - - themeConfig: { - // Replace with your project's social card - image: "img/docusaurus-social-card.jpg", - navbar: { - title: "General Bots", - logo: { - alt: "General Bots Logo", - src: "img/logo-gb.png", - }, - items: [ - { - type: "docSidebar", - sidebarId: "tutorialSidebar", - position: "left", - label: "Docs", - }, - { to: "/api", label: "API", position: "left" }, - { to: "https://github.com/GeneralBots/BotServer/tree/main/templates", label: "Templates", position: "left" }, - { - href: "https://github.com/GeneralBots", - label: "GitHub", - position: "right", - }, - ], - }, - footer: { - style: "dark", - links: [ - { - title: "Docs", - items: [ - { - label: "Documentation", - to: "/index", - }, - ], - }, - { - title: "Community", - items: [ - { - label: "Stack Overflow", - href: "https://stackoverflow.com/questions/tagged/generalbots", - }, - { - label: "YouTube", - href: "https://www.youtube.com/@pragmatismocloud", - }, - ], - }, - { - title: "More", - items: [ - { - label: "Blog", - to: "/blog", - }, - { - label: "GitHub", - href: "https://github.com/GeneralBots", - }, - ], - }, - ], - copyright: `Copyright © ${new Date().getFullYear()} - Pragmatismo.`, - }, - prism: { - theme: prismThemes.github, - darkTheme: prismThemes.dracula, - }, - } satisfies Preset.ThemeConfig, -}; - -export default config; diff --git a/site/package-lock.json b/site/package-lock.json deleted file mode 100644 index 405f3fbd..00000000 --- a/site/package-lock.json +++ /dev/null @@ -1,16523 +0,0 @@ -{ - "name": "BotBook", - "version": "1.0.0", - "lockfileVersion": 3, - "requires": true, - "packages": { - "": { - "name": "BotBook", - "version": "1.0.0", - "dependencies": { - "@docusaurus/core": "3.5.2", - "@docusaurus/preset-classic": "3.5.2", - "@mdx-js/react": "^3.0.0", - "clsx": "^2.0.0", - "prism-react-renderer": "^2.3.0", - "react": "^18.0.0", - "react-dom": "^18.0.0", - 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"integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==", - "funding": { - "type": "github", - "url": "https://github.com/sponsors/wooorm" - } - } - } -} diff --git a/site/package.json b/site/package.json deleted file mode 100644 index c6b3e899..00000000 --- a/site/package.json +++ /dev/null @@ -1,48 +0,0 @@ -{ - "name": "BotBook", - "version": "1.0.0", - "private": true, - "scripts": { - "docusaurus": "docusaurus", - "start": "docusaurus start", - "build": "docusaurus build", - "swizzle": "docusaurus swizzle", - "deploy": "docusaurus deploy", - "clear": "docusaurus clear", - "serve": "docusaurus serve", - "write-translations": "docusaurus write-translations", - "write-heading-ids": "docusaurus write-heading-ids", - "typecheck": "tsc" - }, - "dependencies": { - "@docusaurus/core": "3.5.2", - "@docusaurus/preset-classic": "3.5.2", - "@mdx-js/react": "^3.0.0", - "clsx": "^2.0.0", - "prism-react-renderer": "^2.3.0", - "react": "^18.0.0", - "react-dom": "^18.0.0", - "redocusaurus": "^2.1.1" - }, - "devDependencies": { - "@docusaurus/module-type-aliases": "3.5.2", - "@docusaurus/tsconfig": "3.5.2", - "@docusaurus/types": "3.5.2", - "typescript": "~5.5.2" - }, - "browserslist": { - "production": [ - ">0.5%", - "not dead", - "not op_mini all" - ], - "development": [ - "last 3 chrome version", - "last 3 firefox version", - "last 5 safari version" - ] - }, - "engines": { - "node": ">=18.0" - } -} diff --git a/site/sidebars.ts b/site/sidebars.ts deleted file mode 100644 index acc7685a..00000000 --- a/site/sidebars.ts +++ /dev/null @@ -1,31 +0,0 @@ -import type {SidebarsConfig} from '@docusaurus/plugin-content-docs'; - -/** - * Creating a sidebar enables you to: - - create an ordered group of docs - - render a sidebar for each doc of that group - - provide next/previous navigation - - The sidebars can be generated from the filesystem, or explicitly defined here. - - Create as many sidebars as you want. - */ -const sidebars: SidebarsConfig = { - // By default, Docusaurus generates a sidebar from the docs folder structure - tutorialSidebar: [{type: 'autogenerated', dirName: '.'}], - - // But you can create a sidebar manually - /* - tutorialSidebar: [ - 'intro', - 'hello', - { - type: 'category', - label: 'Tutorial', - items: ['tutorial-basics/create-a-document'], - }, - ], - */ -}; - -export default sidebars; diff --git a/site/src/components/HomepageFeatures/index.tsx b/site/src/components/HomepageFeatures/index.tsx deleted file mode 100644 index 50a9e6f4..00000000 --- a/site/src/components/HomepageFeatures/index.tsx +++ /dev/null @@ -1,70 +0,0 @@ -import clsx from 'clsx'; -import Heading from '@theme/Heading'; -import styles from './styles.module.css'; - -type FeatureItem = { - title: string; - Svg: React.ComponentType>; - description: JSX.Element; -}; - -const FeatureList: FeatureItem[] = [ - { - title: 'Easy to Use', - Svg: require('@site/static/img/undraw_docusaurus_mountain.svg').default, - description: ( - <> - Docusaurus was designed from the ground up to be easily installed and - used to get your website up and running quickly. - - ), - }, - { - title: 'Focus on What Matters', - Svg: require('@site/static/img/undraw_docusaurus_tree.svg').default, - description: ( - <> - Docusaurus lets you focus on your docs, and we'll do the chores. Go - ahead and move your docs into the docs directory. - - ), - }, - { - title: 'Powered by React', - Svg: require('@site/static/img/undraw_docusaurus_react.svg').default, - description: ( - <> - Extend or customize your website layout by reusing React. Docusaurus can - be extended while reusing the same header and footer. - - ), - }, -]; - -function Feature({title, Svg, description}: FeatureItem) { - return ( -
-
- -
-
- {title} -

{description}

-
-
- ); -} - -export default function HomepageFeatures(): JSX.Element { - return ( -
-
-
- {FeatureList.map((props, idx) => ( - - ))} -
-
-
- ); -} diff --git a/site/src/components/HomepageFeatures/styles.module.css b/site/src/components/HomepageFeatures/styles.module.css deleted file mode 100644 index b248eb2e..00000000 --- a/site/src/components/HomepageFeatures/styles.module.css +++ /dev/null @@ -1,11 +0,0 @@ -.features { - display: flex; - align-items: center; - padding: 2rem 0; - width: 100%; -} - -.featureSvg { - height: 200px; - width: 200px; -} diff --git a/site/src/css/custom.css b/site/src/css/custom.css deleted file mode 100644 index 2bc6a4cf..00000000 --- a/site/src/css/custom.css +++ /dev/null @@ -1,30 +0,0 @@ -/** - * Any CSS included here will be global. The classic template - * bundles Infima by default. Infima is a CSS framework designed to - * work well for content-centric websites. - */ - -/* You can override the default Infima variables here. */ -:root { - --ifm-color-primary: #2e8555; - --ifm-color-primary-dark: #29784c; - --ifm-color-primary-darker: #277148; - --ifm-color-primary-darkest: #205d3b; - --ifm-color-primary-light: #33925d; - --ifm-color-primary-lighter: #359962; - --ifm-color-primary-lightest: #3cad6e; - --ifm-code-font-size: 95%; - --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.1); -} - -/* For readability concerns, you should choose a lighter palette in dark mode. */ -[data-theme='dark'] { - --ifm-color-primary: #25c2a0; - --ifm-color-primary-dark: #21af90; - --ifm-color-primary-darker: #1fa588; - --ifm-color-primary-darkest: #1a8870; - --ifm-color-primary-light: #29d5b0; - --ifm-color-primary-lighter: #32d8b4; - --ifm-color-primary-lightest: #4fddbf; - --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.3); -} diff --git a/site/src/pages/index.md b/site/src/pages/index.md deleted file mode 100644 index 4aba4153..00000000 --- a/site/src/pages/index.md +++ /dev/null @@ -1,147 +0,0 @@ ---- -sidebar_position: 0 ---- - -# General Bots Documentation - -![General Bots Logo](https://user-images.githubusercontent.com/65977273/94922431-949c3900-0490-11eb-800a-6b478d689f2a.png) - -## Introduction - -Welcome to the comprehensive General Bots documentation. This guide serves as an essential reference for developers looking to harness the power and flexibility of the General Bots server. Our platform is designed with modularity in mind, allowing for easy customization and extension through various package types. - -In this documentation, we'll explore the architecture of the General Bots server, diving deep into its package-based structure. You'll learn how to leverage this modular approach for custom deployments, whether you're working with knowledge bases (.gbkb), themes (.gbtheme), or full-fledged applications (.gbapp). - -## Table of Contents - -* [Chapter 01 - Run and Talk](docs/chapter-01-run-and-talk) -* [Chapter 02 - About Packages](docs/chapter-02-the-package-based) -* [Chapter 03 - gbkb Reference](docs/chapter-03-gbkb-reference) -* [Chapter 04 - gbtheme Reference](docs/chapter-04-gbtheme-reference) -* [Chapter 05 - gbdialog Reference](docs/chapter-05-gbdialog-reference) -* [Chapter 06 - gbapp Reference](docs/chapter-06-gbapp-reference) -* [Chapter 07 - gbot Reference](docs/chapter-07-gbot-reference) -* [Chapter 08 - Tooling](docs/chapter-08-tooling) -* [Chapter 09 - Feature-Matrix](docs/chapter-09-feature-matrix) -* [Chapter 10 - Contributing](docs/chapter-10-contributing) -* [Apendix I - Database Model](docs/apendix-i-database-model) -* [Glossary](docs/glossary) - -## Getting Started - -### Prerequisites - -Before you embark on your General Bots journey, ensure you have the following tools installed: - -- **Node.js (version 20 or later)**: General Bots leverages the latest features of Node.js to provide a robust and efficient runtime environment. Download it from [nodejs.org](https://nodejs.org/en/download/). -- **Git (latest stable version)**: Essential for version control and collaborating on bot projects. Get it from [git-scm.com](https://git-scm.com/downloads). - -### Quick Start Guide - -Follow these steps to get your General Bots server up and running: - -1. Clone the repository: - ```bash - git clone https://github.com/GeneralBots/BotServer - ``` - This command creates a local copy of the General Bots server repository on your machine. - -2. Navigate to the project directory: - ```bash - cd BotServer - ``` - This changes your current directory to the newly cloned BotServer folder. - -3. Install dependencies and start the server: - ```bash - npm install - npm run start - ``` - The `npm install` command installs all necessary dependencies for the project. `npm run start` builds your bot server locally and serves it through a development server. - -### Accessing Your Bot - -Once the server is running, you can access your bot at `http://localhost:4242/`. This local server allows you to interact with your bot and test its functionality in real-time. If you want to publish -without password, define [ADMIN_OPEN_PUBLISH](./docs/chapter-07-gbot-reference#enviroment-variables-reference) as true in BotServer .env file. - -To publish bot packages and initiate a conversation with the bot, use the command: - -``` -/publish -``` -This command prepares your bot packages for use and allows you to start interacting with your bot immediately. - -## Development Workflow - -### 1. Project Structure - -The General Bots server follows a modular architecture designed for flexibility and scalability. Here's an overview of the main directories: - -``` -BotServer/ -├── packages/ -│ ├── core.gbapp/ # Core bot functionality -│ ├── kb.gbapp/ # Knowledge base packages -├── src / # Main entry point -└── package.json # Project configuration -``` - -This structure allows for easy navigation and management of different aspects of your bot project. - -### 2. Creating Custom Packages - -One of the strengths of General Bots is its extensibility. You can create custom packages to enhance your bot's capabilities: - -- **.gbkb (Knowledge Base packages)**: Store and manage your bot's knowledge and responses. -- **.gbtheme (Theme packages)**: Customize the visual appearance of your bot interface. -- **.gbapp (Application packages)**: Add new features and functionalities to your bot. - -Each package type has its own structure and purpose, which we'll explore in depth in their respective chapters. - -### 3. API Reference - -For detailed information on working with each package type, refer to the following chapters: - -- Chapter 3: gbkb Reference - Learn how to create and manage knowledge bases -- Chapter 4: gbtheme Reference - Discover the theming capabilities of General Bots -- Chapter 5: gbdialog Reference - Master the art of creating dynamic conversations -- Chapter 6: gbapp Reference - Explore the full potential of bot applications -- Chapter 7: gbot Reference - Understand the core functionalities of your bot - -These chapters provide comprehensive API documentation, usage examples, and best practices for each package type. - -### 4. Testing - -We strongly encourage writing unit tests for your custom packages to ensure reliability and ease of maintenance. To run tests, use the following command: - -```bash -npm run test -``` - -This command executes the test suites located in the `tests/` directory, allowing you to verify the functionality of your bot components. - -### 5. Deployment - -When you're ready to deploy your bot to a production environment, the `npm run build` command creates an optimized production build of your bot server. - -## Advanced Topics - -As you become more familiar with General Bots, you may want to explore these advanced topics: - -- **Scalability**: Chapter 9 - Services delves into horizontal scaling options, allowing your bot to handle increased load and user interactions efficiently. -- **Performance Tuning**: Chapter 8 - Tooling offers insights and techniques for optimizing your bot's performance, ensuring smooth operation even under demanding conditions. -- **Security Best Practices**: Chapter 10 - Contributing outlines important security guidelines to keep your bot and its data protected. - -These advanced topics will help you take your General Bots implementation to the next level, creating robust, scalable, and secure bot solutions. - -## Community and Support - -Join our vibrant community of bot developers: - -- **GitHub Issues**: For bug reports and feature requests, visit our [issue tracker](https://github.com/GeneralBots/BotServer/issues). Here, you can report problems, suggest improvements, or even contribute code fixes. - -## Contributing - -We welcome contributions from developers of all skill levels! Whether you're fixing a bug, adding a feature, or improving documentation, your input is valuable. Please read our [Contributing Guide](docs/chapter-10-contributing) for details on our code of conduct and the process for submitting pull requests. - -Remember, the General Bots platform is designed to be flexible and extensible. We encourage you to explore its capabilities, experiment with new ideas, and contribute to making it even better. Your creativity and expertise can help shape the future of conversational AI! \ No newline at end of file diff --git a/site/src/pages/index.module.css b/site/src/pages/index.module.css deleted file mode 100644 index 9f71a5da..00000000 --- a/site/src/pages/index.module.css +++ /dev/null @@ -1,23 +0,0 @@ -/** - * CSS files with the .module.css suffix will be treated as CSS modules - * and scoped locally. - */ - -.heroBanner { - padding: 4rem 0; - text-align: center; - position: relative; - overflow: hidden; -} - -@media screen and (max-width: 996px) { - .heroBanner { - padding: 2rem; - } -} - -.buttons { - display: flex; - align-items: center; - justify-content: center; -} diff --git a/site/static/.nojekyll b/site/static/.nojekyll deleted file mode 100644 index e69de29b..00000000 diff --git a/site/static/img/docusaurus-social-card.jpg b/site/static/img/docusaurus-social-card.jpg deleted file mode 100644 index ffcb4482..00000000 Binary files a/site/static/img/docusaurus-social-card.jpg and /dev/null differ diff --git a/site/static/img/docusaurus.png b/site/static/img/docusaurus.png deleted file mode 100644 index f458149e..00000000 Binary files a/site/static/img/docusaurus.png and /dev/null differ diff --git a/site/static/img/favicon.ico b/site/static/img/favicon.ico deleted file mode 100644 index c01d54bc..00000000 Binary files a/site/static/img/favicon.ico and /dev/null differ diff --git a/site/static/img/logo-gb.png b/site/static/img/logo-gb.png deleted file mode 100644 index 8677bb92..00000000 Binary files a/site/static/img/logo-gb.png and /dev/null differ diff --git a/site/static/img/logo.svg b/site/static/img/logo.svg deleted file mode 100644 index 9db6d0d0..00000000 --- a/site/static/img/logo.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/site/static/img/undraw_docusaurus_mountain.svg b/site/static/img/undraw_docusaurus_mountain.svg deleted file mode 100644 index af961c49..00000000 --- a/site/static/img/undraw_docusaurus_mountain.svg +++ /dev/null @@ -1,171 +0,0 @@ - - Easy to Use - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/site/static/img/undraw_docusaurus_react.svg b/site/static/img/undraw_docusaurus_react.svg deleted file mode 100644 index 94b5cf08..00000000 --- a/site/static/img/undraw_docusaurus_react.svg +++ /dev/null @@ -1,170 +0,0 @@ - - Powered by React - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/site/static/img/undraw_docusaurus_tree.svg b/site/static/img/undraw_docusaurus_tree.svg deleted file mode 100644 index d9161d33..00000000 --- a/site/static/img/undraw_docusaurus_tree.svg +++ /dev/null @@ -1,40 +0,0 @@ - - Focus on What Matters - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/site/tsconfig.json b/site/tsconfig.json deleted file mode 100644 index 314eab8a..00000000 --- a/site/tsconfig.json +++ /dev/null @@ -1,7 +0,0 @@ -{ - // This file is not used in compilation. It is here just for a nice editor experience. - "extends": "@docusaurus/tsconfig", - "compilerOptions": { - "baseUrl": "." - } -} diff --git a/src/README.md b/src/README.md new file mode 100644 index 00000000..a090bddf --- /dev/null +++ b/src/README.md @@ -0,0 +1,124 @@ +
+ General Bots +
+ +# General Bots Documentation + +Welcome to the General Bots documentation. This guide explains how to install, configure, extend, and deploy conversational AI bots using General Bots' template-based package system and BASIC scripting language. + + +## About This Documentation + +This documentation has been recently updated to accurately reflect the actual implementation of General Bots version 6.0.8. + +The following chapters now contain accurate, verified documentation: Chapter 02 covering the package system with its template-based `.gbai` structure, Chapter 06 documenting the Rust architecture including the single-crate structure and module overview, Chapter 09 explaining core features, and the Introduction providing architecture and capabilities overview. + +Several areas have partial documentation that continues to improve. Chapter 05 on BASIC keywords includes working examples though the full reference needs expansion. Chapter 08 on tool integration has concepts documented while implementation details are being added. Chapter 11 on authentication reflects the implemented functionality but needs additional detail. + +Documentation work continues on several modules. The UI module in `src/ui/`, the UI tree module in `src/ui_tree/`, the Riot compiler module in `src/riot_compiler/`, and the prompt manager in `src/prompt_manager/` all need comprehensive documentation. API endpoints, UI server routes, Drive integration details for S3-compatible storage, and LiveKit video conferencing integration are also being documented. + + +## What is General Bots? + +General Bots is an open-source conversational AI platform written in Rust. The platform enables users to create intelligent chatbots through several integrated capabilities. + +BASIC Scripting provides simple `.bas` scripts for defining conversation flows without requiring traditional programming expertise. Template Packages organize bots as `.gbai` directories containing dialogs, knowledge bases, and configuration in a portable structure. Vector Search enables semantic document retrieval using Qdrant for intelligent information access. LLM Integration connects to local models, cloud APIs, and custom providers for natural language understanding. Auto-Bootstrap handles automated installation of PostgreSQL, cache, drive storage, and other dependencies. Multi-Bot Hosting allows running multiple isolated bots on a single server instance. + + +## Quick Start + +Getting started with General Bots follows a straightforward path. Begin with installation by following Chapter 01 on Run and Talk. Then explore the templates directory, particularly `templates/announcements.gbai/`, to see working examples. Create your own bot by copying a template and modifying it to suit your needs. Learn the BASIC scripting language through Chapter 05's reference documentation. Configure your bot by editing the `config.csv` file in your `.gbot/` directory. Finally, deploy by restarting General Bots to activate your changes. + + +## Table of Contents + +### Part I - Getting Started + +Chapter 01 on Run and Talk covers installation and your first conversation with a bot. + +### Part II - Package System + +Chapter 02 on About Packages provides an overview of the template-based package system. This includes the `.gbai` Architecture explaining package structure and lifecycle, `.gbdialog` Dialogs for BASIC scripts, `.gbkb` Knowledge Base for document collections, `.gbot` Configuration for bot parameters, `.gbtheme` UI Theming for web interface customization, and `.gbdrive` File Storage for S3-compatible drive integration. + +### Part III - Knowledge Base + +Chapter 03 on gbkb Reference covers semantic search and vector database functionality. + +### Part IV - User Interface + +Chapter 04 on .gbui Interface Reference documents HTML templates and UI components. + +### Part V - Themes and Styling + +Chapter 05 on gbtheme CSS Reference explains CSS-based theme customization. + +### Part VI - BASIC Dialogs + +Chapter 06 on gbdialog Reference provides the complete BASIC scripting reference including keywords like TALK, HEAR, LLM, SET CONTEXT, USE KB, and many more. + +### Part VII - Extending General Bots + +Chapter 07 on gbapp Architecture Reference documents the internal architecture. This includes the Architecture Overview explaining the bootstrap process, Building from Source for compilation and features, Module Structure describing single-crate organization, Service Layer with module descriptions, Creating Custom Keywords for extending BASIC, and Adding Dependencies for Cargo.toml management. + +### Part VIII - Bot Configuration + +Chapter 08 on gbot Reference covers configuration and parameters. + +### Part IX - Tools and Integration + +Chapter 09 on API and Tooling explains function calling and tool integration. + +### Part X - Feature Deep Dive + +Chapter 10 on Feature Reference provides the complete feature list including Core Features documenting platform capabilities. + +### Part XI - Community + +Chapter 11 on Contributing provides development and contribution guidelines. + +### Part XII - Authentication and Security + +Chapter 12 on Authentication documents security features. + +### Appendices + +Appendix I on Database Model provides schema reference. The Glossary defines terms used throughout the documentation. + + +## Architecture Overview + +General Bots is a monolithic Rust application organized as a single crate with clearly defined modules serving different purposes. + +### Core Modules + +The core modules handle fundamental bot functionality. The auth module provides Argon2 password hashing and session token management. The bot module manages bot lifecycle and coordination. The session module maintains persistent conversation state across interactions. The basic module implements the BASIC interpreter powered by the Rhai scripting engine. The llm and llm_models modules handle LLM provider integration for multiple backends. The context module manages conversation memory and context window optimization. + +### Infrastructure Modules + +Infrastructure modules provide the foundation for bot operations. The bootstrap module handles auto-installation of all required components. The package_manager module manages PostgreSQL, cache, drive storage, and other services. The web_server module implements the Axum HTTP REST API. The drive module integrates S3-compatible storage and vector database access. The config module handles environment configuration loading and validation. + +### Feature Modules + +Feature modules add specific capabilities to the platform. The automation module provides cron scheduling and event-driven processing. The email module offers optional IMAP and SMTP integration. The meet module enables LiveKit video conferencing. The channels module supports multi-channel deployment across different platforms. The file module handles document processing for PDF and other formats. The drive_monitor module watches file system changes for automatic updates. + + +## Technology Stack + +General Bots is built on a modern Rust technology stack. The application uses Rust 2021 edition for safety and performance. Web handling uses Axum combined with Tower middleware and Tokio async runtime. Database access uses the Diesel ORM with PostgreSQL as the backing store. Caching uses a Redis-compatible cache component for session and data caching. Storage uses the AWS SDK for S3-compatible drive operations. Vector database functionality uses Qdrant for semantic search when enabled. Scripting uses the Rhai engine to power the BASIC interpreter. Security uses Argon2 for password hashing and AES-GCM for encryption. Optional desktop deployment uses Tauri for native applications. + + +## Project Information + +The current version is 6.0.8 released under the AGPL-3.0 license. The source repository is available at https://github.com/GeneralBots/botserver. The project is maintained by open-source contributors from Pragmatismo.com.br and the broader community. + + +## Documentation Status + +This documentation is a living document that evolves alongside the codebase. Contributions are welcome from anyone who wants to improve it. + +If you find inaccuracies or gaps in the documentation, the best approach is to check the source code in `src/` for the ground truth implementation. Submit documentation improvements via pull requests on GitHub. Report issues through the GitHub issue tracker so they can be tracked and addressed. + + +## Next Steps + +Start with the Introduction for a comprehensive overview of General Bots concepts and capabilities. Alternatively, jump directly to Chapter 01 on Run and Talk to install and run General Bots immediately. \ No newline at end of file diff --git a/src/SUMMARY.md b/src/SUMMARY.md new file mode 100644 index 00000000..6b22d197 --- /dev/null +++ b/src/SUMMARY.md @@ -0,0 +1,370 @@ +# Summary + +[Executive Vision](./executive-vision.md) +[Introduction](./introduction.md) + +# Part I - Getting Started + +- [Chapter 01: Run and Talk](./chapter-01/README.md) + - [Overview](./chapter-01/overview.md) + - [Quick Start](./chapter-01/quick-start.md) + - [Installation](./chapter-01/installation.md) + - [First Conversation](./chapter-01/first-conversation.md) + - [Sessions and Channels](./chapter-01/sessions.md) + +# Part II - Package System + +- [Chapter 02: About Packages](./chapter-02/README.md) + - [.gbai Architecture](./chapter-02/gbai.md) + - [.gbdialog Dialogs](./chapter-02/gbdialog.md) + - [.gbkb Knowledge Base](./chapter-02/gbkb.md) + - [.gbot Bot Configuration](./chapter-02/gbot.md) + - [.gbtheme UI Theming](./chapter-02/gbtheme.md) + - [.gbdrive File Storage](./chapter-02/gbdrive.md) + - [Bot Templates](./chapter-02/templates.md) + - [Template Samples & Conversations](./chapter-02/template-samples.md) + - [Template: Business Intelligence](./chapter-02/template-bi.md) + - [Template: Web Crawler](./chapter-02/template-crawler.md) + - [Template: Legal Documents](./chapter-02/template-law.md) + - [Template: LLM Server](./chapter-02/template-llm-server.md) + - [Template: LLM Tools](./chapter-02/template-llm-tools.md) + - [Template: API Client](./chapter-02/template-api-client.md) + - [Template: Platform Analytics](./chapter-02/template-analytics.md) + - [Template: Office Automation](./chapter-02/template-office.md) + - [Template: Reminders](./chapter-02/template-reminder.md) + - [Template: Sales CRM](./chapter-02/template-crm.md) + - [Template: CRM Contacts](./chapter-02/template-crm-contacts.md) + - [Template: Marketing](./chapter-02/template-marketing.md) + - [Template: Creating Templates](./chapter-02/template-template.md) + +# Part III - Knowledge Base + +- [Chapter 03: gbkb Reference](./chapter-03/README.md) + - [KB and Tools System](./chapter-03/kb-and-tools.md) + - [Vector Collections](./chapter-03/vector-collections.md) + - [Document Indexing](./chapter-03/indexing.md) + - [Semantic Search](./chapter-03/semantic-search.md) + - [Episodic Memory](./chapter-03/episodic-memory.md) + - [Semantic Caching](./chapter-03/caching.md) + +# Part IV - User Interface + +- [Chapter 04: .gbui Interface Reference](./chapter-04-gbui/README.md) + - [Suite User Manual](./chapter-04-gbui/suite-manual.md) + - [UI Structure](./chapter-04-gbui/ui-structure.md) + - [single.gbui - Simple Chat](./chapter-04-gbui/single-gbui.md) + - [Console Mode](./chapter-04-gbui/console-mode.md) + - [Monitoring Dashboard](./chapter-04-gbui/monitoring.md) + - [HTMX Architecture](./chapter-04-gbui/htmx-architecture.md) + - [Suite Applications](./chapter-04-gbui/apps/README.md) + - [Suite - Full Desktop](./chapter-04-gbui/apps/suite.md) + - [Chat - AI Assistant](./chapter-04-gbui/apps/chat.md) + - [Drive - File Management](./chapter-04-gbui/apps/drive.md) + - [Tasks - To-Do Lists](./chapter-04-gbui/apps/tasks.md) + - [Mail - Email Client](./chapter-04-gbui/apps/mail.md) + - [Calendar - Scheduling](./chapter-04-gbui/apps/calendar.md) + - [Meet - Video Calls](./chapter-04-gbui/apps/meet.md) + - [Player - Media Viewer](./chapter-04-gbui/apps/player.md) + - [Paper - AI Writing](./chapter-04-gbui/apps/paper.md) + - [Research - AI Search](./chapter-04-gbui/apps/research.md) + - [Analytics - Dashboards](./chapter-04-gbui/apps/analytics.md) + - [Designer - Visual Builder](./chapter-04-gbui/apps/designer.md) + - [Sources - Prompts & Templates](./chapter-04-gbui/apps/sources.md) + - [Compliance - Security Scanner](./chapter-04-gbui/apps/compliance.md) + - [Compliance API Reference](./chapter-04-gbui/apps/compliance-api.md) + - [How-To Tutorials](./chapter-04-gbui/how-to/README.md) + - [Create Your First Bot](./chapter-04-gbui/how-to/create-first-bot.md) + - [Write Your First Dialog](./chapter-04-gbui/how-to/write-first-dialog.md) + - [Add Documents to Knowledge Base](./chapter-04-gbui/how-to/add-kb-documents.md) + - [Connect WhatsApp](./chapter-04-gbui/how-to/connect-whatsapp.md) + - [Monitor Your Bot](./chapter-04-gbui/how-to/monitor-sessions.md) + +# Part V - Themes and Styling + +- [Chapter 05: gbtheme CSS Reference](./chapter-05-gbtheme/README.md) + - [Theme Structure](./chapter-05-gbtheme/structure.md) + - [CSS Customization](./chapter-05-gbtheme/css.md) + +# Part VI - BASIC Dialogs + +- [Chapter 06: gbdialog Reference](./chapter-06-gbdialog/README.md) + - [Dialog Basics](./chapter-06-gbdialog/basics.md) + - [Universal Messaging & Multi-Channel](./chapter-06-gbdialog/universal-messaging.md) + - [BASIC vs n8n/Zapier/Make](./chapter-06-gbdialog/basic-vs-automation-tools.md) + - [Template Variables](./chapter-06-gbdialog/template-variables.md) + - [Template Examples](./chapter-06-gbdialog/templates.md) + - [start.bas](./chapter-06-gbdialog/templates/start.md) + - [enrollment.bas](./chapter-06-gbdialog/templates/enrollment.md) + - [auth.bas](./chapter-06-gbdialog/templates/auth.md) + - [ai-search.bas](./chapter-06-gbdialog/templates/ai-search.md) + - [analytics-dashboard.bas](./chapter-06-gbdialog/templates/analytics-dashboard.md) + - [announcements.bas](./chapter-06-gbdialog/templates/announcements.md) + - [backup.bas](./chapter-06-gbdialog/templates/backup.md) + - [bank.bas](./chapter-06-gbdialog/templates/bank.md) + - [broadcast.bas](./chapter-06-gbdialog/templates/broadcast.md) + - [default.bas](./chapter-06-gbdialog/templates/default.md) + - [edu.bas](./chapter-06-gbdialog/templates/edu.md) + - [employees.bas](./chapter-06-gbdialog/templates/employees.md) + - [erp.bas](./chapter-06-gbdialog/templates/erp.md) + - [helpdesk.bas](./chapter-06-gbdialog/templates/helpdesk.md) + - [privacy.bas](./chapter-06-gbdialog/templates/privacy.md) + - [sales-pipeline.bas](./chapter-06-gbdialog/templates/sales-pipeline.md) + - [store.bas](./chapter-06-gbdialog/templates/store.md) + - [talk-to-data.bas](./chapter-06-gbdialog/templates/talk-to-data.md) + - [whatsapp.bas](./chapter-06-gbdialog/templates/whatsapp.md) + - [Consolidated Examples](./chapter-06-gbdialog/examples-consolidated.md) + - [Data Sync Tools](./chapter-06-gbdialog/tools-data-sync.md) + - [Keywords Reference](./chapter-06-gbdialog/keywords.md) + - [TALK](./chapter-06-gbdialog/keyword-talk.md) + - [HEAR](./chapter-06-gbdialog/keyword-hear.md) + - [SET CONTEXT](./chapter-06-gbdialog/keyword-set-context.md) + - [GET BOT MEMORY](./chapter-06-gbdialog/keyword-get-bot-memory.md) + - [SET BOT MEMORY](./chapter-06-gbdialog/keyword-set-bot-memory.md) + - [GET USER MEMORY](./chapter-06-gbdialog/keyword-get-user-memory.md) + - [SET USER MEMORY](./chapter-06-gbdialog/keyword-set-user-memory.md) + - [REMEMBER / RECALL](./chapter-06-gbdialog/keyword-remember.md) + - [BOOK / BOOK_MEETING](./chapter-06-gbdialog/keyword-book.md) + - [WEATHER / FORECAST](./chapter-06-gbdialog/keyword-weather.md) + - [ADD BOT](./chapter-06-gbdialog/keyword-add-bot.md) + - [ADD MEMBER](./chapter-06-gbdialog/keyword-add-member.md) + - [ADD SUGGESTION](./chapter-06-gbdialog/keyword-add-suggestion.md) + - [MODEL ROUTE](./chapter-06-gbdialog/keyword-model-route.md) + - [SEND TEMPLATE](./chapter-06-gbdialog/keyword-send-template.md) + - [SET USER](./chapter-06-gbdialog/keyword-set-user.md) + - [USE MODEL](./chapter-06-gbdialog/keyword-use-model.md) + - [DELEGATE TO BOT](./chapter-06-gbdialog/keyword-delegate-to-bot.md) + - [BOT REFLECTION](./chapter-06-gbdialog/keyword-bot-reflection.md) + - [RUN PYTHON / JAVASCRIPT / BASH](./chapter-06-gbdialog/keyword-run-code.md) + - [USE KB](./chapter-06-gbdialog/keyword-use-kb.md) + - [CLEAR KB](./chapter-06-gbdialog/keyword-clear-kb.md) + - [USE WEBSITE](./chapter-06-gbdialog/keyword-use-website.md) + - [USE TOOL](./chapter-06-gbdialog/keyword-use-tool.md) + - [CLEAR TOOLS](./chapter-06-gbdialog/keyword-clear-tools.md) + - [GET](./chapter-06-gbdialog/keyword-get.md) + - [SET](./chapter-06-gbdialog/keyword-set.md) + - [ON](./chapter-06-gbdialog/keyword-on.md) + - [SET SCHEDULE](./chapter-06-gbdialog/keyword-set-schedule.md) + - [CREATE SITE](./chapter-06-gbdialog/keyword-create-site.md) + - [CREATE DRAFT](./chapter-06-gbdialog/keyword-create-draft.md) + - [CREATE TASK](./chapter-06-gbdialog/keyword-create-task.md) + - [PRINT](./chapter-06-gbdialog/keyword-print.md) + - [WAIT](./chapter-06-gbdialog/keyword-wait.md) + - [FORMAT](./chapter-06-gbdialog/keyword-format.md) + - [FIRST](./chapter-06-gbdialog/keyword-first.md) + - [LAST](./chapter-06-gbdialog/keyword-last.md) + - [FOR EACH](./chapter-06-gbdialog/keyword-for-each.md) + - [EXIT FOR](./chapter-06-gbdialog/keyword-exit-for.md) + - [SEND MAIL](./chapter-06-gbdialog/keyword-send-mail.md) + - [FIND](./chapter-06-gbdialog/keyword-find.md) + - [INSTR](./chapter-06-gbdialog/keyword-instr.md) + - [IS NUMERIC](./chapter-06-gbdialog/keyword-is-numeric.md) + - [SWITCH](./chapter-06-gbdialog/keyword-switch.md) + - [WEBHOOK](./chapter-06-gbdialog/keyword-webhook.md) + - [TABLE](./chapter-06-gbdialog/keyword-table.md) + - [KB Statistics Keywords](./chapter-06-gbdialog/keywords-kb-statistics.md) + - [KB STATISTICS](./chapter-06-gbdialog/keyword-kb-statistics.md) + - [KB COLLECTION STATS](./chapter-06-gbdialog/keyword-kb-collection-stats.md) + - [KB DOCUMENTS COUNT](./chapter-06-gbdialog/keyword-kb-documents-count.md) + - [KB DOCUMENTS ADDED SINCE](./chapter-06-gbdialog/keyword-kb-documents-added-since.md) + - [KB LIST COLLECTIONS](./chapter-06-gbdialog/keyword-kb-list-collections.md) + - [KB STORAGE SIZE](./chapter-06-gbdialog/keyword-kb-storage-size.md) + - [Multi-Agent Keywords](./chapter-06-gbdialog/keywords-multi-agent.md) + - [Social Media Keywords](./chapter-06-gbdialog/keywords-social-media.md) + - [Lead Scoring Keywords](./chapter-06-gbdialog/keywords-lead-scoring.md) + - [HTTP & API Operations](./chapter-06-gbdialog/keywords-http.md) + - [POST](./chapter-06-gbdialog/keyword-post.md) + - [PUT](./chapter-06-gbdialog/keyword-put.md) + - [PATCH](./chapter-06-gbdialog/keyword-patch.md) + - [DELETE HTTP](./chapter-06-gbdialog/keyword-delete-http.md) + - [SET HEADER](./chapter-06-gbdialog/keyword-set-header.md) + - [GRAPHQL](./chapter-06-gbdialog/keyword-graphql.md) + - [SOAP](./chapter-06-gbdialog/keyword-soap.md) + - [Data Operations](./chapter-06-gbdialog/keywords-data.md) + - [SAVE](./chapter-06-gbdialog/keyword-save.md) + - [INSERT](./chapter-06-gbdialog/keyword-insert.md) + - [UPDATE](./chapter-06-gbdialog/keyword-update.md) + - [DELETE](./chapter-06-gbdialog/keyword-delete.md) + - [MERGE](./chapter-06-gbdialog/keyword-merge.md) + - [FILL](./chapter-06-gbdialog/keyword-fill.md) + - [MAP](./chapter-06-gbdialog/keyword-map.md) + - [FILTER](./chapter-06-gbdialog/keyword-filter.md) + - [AGGREGATE](./chapter-06-gbdialog/keyword-aggregate.md) + - [JOIN](./chapter-06-gbdialog/keyword-join.md) + - [PIVOT](./chapter-06-gbdialog/keyword-pivot.md) + - [GROUP BY](./chapter-06-gbdialog/keyword-group-by.md) + - [Media & Messaging](./chapter-06-gbdialog/keywords-media.md) + - [PLAY](./chapter-06-gbdialog/keyword-play.md) + - [QR CODE](./chapter-06-gbdialog/keyword-qrcode.md) + - [SEND SMS](./chapter-06-gbdialog/keyword-sms.md) + - [File Operations](./chapter-06-gbdialog/keywords-file.md) + - [READ](./chapter-06-gbdialog/keyword-read.md) + - [WRITE](./chapter-06-gbdialog/keyword-write.md) + - [DELETE FILE](./chapter-06-gbdialog/keyword-delete-file.md) + - [COPY](./chapter-06-gbdialog/keyword-copy.md) + - [MOVE](./chapter-06-gbdialog/keyword-move.md) + - [LIST](./chapter-06-gbdialog/keyword-list.md) + - [COMPRESS](./chapter-06-gbdialog/keyword-compress.md) + - [EXTRACT](./chapter-06-gbdialog/keyword-extract.md) + - [UPLOAD](./chapter-06-gbdialog/keyword-upload.md) + - [DOWNLOAD](./chapter-06-gbdialog/keyword-download.md) + - [GENERATE PDF](./chapter-06-gbdialog/keyword-generate-pdf.md) + - [MERGE PDF](./chapter-06-gbdialog/keyword-merge-pdf.md) + +# Part VII - Extending General Bots + +- [Chapter 07: gbapp Architecture Reference](./chapter-07-gbapp/README.md) + - [Architecture Overview](./chapter-07-gbapp/architecture.md) + - [Building from Source](./chapter-07-gbapp/building.md) + - [Container Deployment (LXC)](./chapter-07-gbapp/containers.md) + - [Docker Deployment](./chapter-07-gbapp/docker-deployment.md) + - [Scaling and Load Balancing](./chapter-07-gbapp/scaling.md) + - [Infrastructure Design](./chapter-07-gbapp/infrastructure.md) + - [Observability](./chapter-07-gbapp/observability.md) + - [Philosophy](./chapter-07-gbapp/philosophy.md) + - [Example gbapp](./chapter-07-gbapp/example-gbapp.md) + - [Module Structure](./chapter-07-gbapp/crates.md) + - [Service Layer](./chapter-07-gbapp/services.md) + - [Creating Custom Keywords](./chapter-07-gbapp/custom-keywords.md) + - [Adding Dependencies](./chapter-07-gbapp/dependencies.md) + +# Part VIII - Bot Configuration + +- [Chapter 08: gbot Reference](./chapter-08-config/README.md) + - [config.csv Format](./chapter-08-config/config-csv.md) + - [Bot Parameters](./chapter-08-config/parameters.md) + - [LLM Configuration](./chapter-08-config/llm-config.md) + - [Context Configuration](./chapter-08-config/context-config.md) + - [Drive Integration](./chapter-08-config/drive.md) + - [Multimodal Configuration](./chapter-08-config/multimodal.md) + - [Secrets Management](./chapter-08-config/secrets-management.md) + +# Part IX - Tools and Integration + +- [Chapter 09: API and Tooling](./chapter-09-api/README.md) + - [Tool Definition](./chapter-09-api/tool-definition.md) + - [PARAM Declaration](./chapter-09-api/param-declaration.md) + - [Tool Compilation](./chapter-09-api/compilation.md) + - [MCP Format](./chapter-09-api/mcp-format.md) + - [Tool Format](./chapter-09-api/openai-format.md) + - [GET Keyword Integration](./chapter-09-api/get-integration.md) + - [External APIs](./chapter-09-api/external-apis.md) + - [LLM REST Server](./chapter-09-api/llm-rest-server.md) + - [NVIDIA GPU Setup for LXC](./chapter-09-api/nvidia-gpu-setup.md) + +- [Chapter 10: REST API Reference](./chapter-10-api/README.md) + - [Files API](./chapter-10-api/files-api.md) + - [Document Processing API](./chapter-10-api/document-processing.md) + - [Users API](./chapter-10-api/users-api.md) + - [User Security API](./chapter-10-api/user-security.md) + - [Groups API](./chapter-10-api/groups-api.md) + - [Group Membership API](./chapter-10-api/group-membership.md) + - [Conversations API](./chapter-10-api/conversations-api.md) + - [Calls API](./chapter-10-api/calls-api.md) + - [Whiteboard API](./chapter-10-api/whiteboard-api.md) + - [Email API](./chapter-10-api/email-api.md) + - [Notifications API](./chapter-10-api/notifications-api.md) + - [Calendar API](./chapter-10-api/calendar-api.md) + - [Tasks API](./chapter-10-api/tasks-api.md) + - [Storage API](./chapter-10-api/storage-api.md) + - [Backup API](./chapter-10-api/backup-api.md) + - [Analytics API](./chapter-10-api/analytics-api.md) + - [Reports API](./chapter-10-api/reports-api.md) + - [Admin API](./chapter-10-api/admin-api.md) + - [Monitoring API](./chapter-10-api/monitoring-api.md) + - [AI API](./chapter-10-api/ai-api.md) + - [ML API](./chapter-10-api/ml-api.md) + - [Security API](./chapter-10-api/security-api.md) + - [Compliance API](./chapter-10-api/compliance-api.md) + - [Example Integrations](./chapter-10-api/examples.md) + +# Part X - Feature Deep Dive + +- [Chapter 11: Feature Reference](./chapter-11-features/README.md) + - [Feature Editions](./chapter-11-features/editions.md) + - [Core Features](./chapter-11-features/core-features.md) + - [Conversation Management](./chapter-11-features/conversation.md) + - [AI and LLM](./chapter-11-features/ai-llm.md) + - [Knowledge Base](./chapter-11-features/knowledge-base.md) + - [Automation](./chapter-11-features/automation.md) + - [Email Integration](./chapter-11-features/email.md) + - [Storage and Data](./chapter-11-features/storage.md) + - [Multi-Channel Support](./chapter-11-features/channels.md) + - [Drive Monitor](./chapter-11-features/drive-monitor.md) + - [Platform Capabilities](./chapter-11-features/platform-comparison.md) + - [Enterprise Platform Migration](./chapter-11-features/m365-comparison.md) + - [Projects](./chapter-11-features/projects.md) + - [Multi-Agent Office Suite Design](./chapter-11-features/multi-agent-design.md) + - [What's New: Multi-Agent Features](./chapter-11-features/whats-new.md) + - [Multi-Agent Orchestration](./chapter-11-features/multi-agent-orchestration.md) + - [Memory Management](./chapter-11-features/memory-management.md) + - [Hybrid RAG Search](./chapter-11-features/hybrid-search.md) + +# Part XI - Security + +- [Chapter 12: Authentication & Permissions](./chapter-12-auth/README.md) + - [User Authentication](./chapter-12-auth/user-auth.md) + - [Password Security](./chapter-12-auth/password-security.md) + - [API Endpoints](./chapter-12-auth/api-endpoints.md) + - [Bot Authentication](./chapter-12-auth/bot-auth.md) + - [Security Features](./chapter-12-auth/security-features.md) + - [Security Policy](./chapter-12-auth/security-policy.md) + - [Compliance Requirements](./chapter-12-auth/compliance-requirements.md) + - [Permissions Matrix](./chapter-12-auth/permissions-matrix.md) + - [User Context vs System Context](./chapter-12-auth/user-system-context.md) + +# Part XII - Community + +- [Chapter 13: Contributing](./chapter-13-community/README.md) + - [Development Setup](./chapter-13-community/setup.md) + - [Testing Guide](./chapter-13-community/testing.md) + - [Documentation](./chapter-13-community/documentation.md) + - [Pull Requests](./chapter-13-community/pull-requests.md) + - [Community Guidelines](./chapter-13-community/community.md) + - [IDEs](./chapter-13-community/ide-extensions.md) + +# Part XIII - Migration + +- [Chapter 14: Migration Guide](./chapter-14-migration/README.md) + - [Migration Overview](./chapter-14-migration/overview.md) + - [Platform Comparison Matrix](./chapter-14-migration/comparison-matrix.md) + - [Migration Resources](./chapter-14-migration/resources.md) + - [Common Concepts](./chapter-14-migration/common-concepts.md) + - [Knowledge Base Migration](./chapter-14-migration/kb-migration.md) + - [Cloud Productivity Migration](./chapter-14-migration/google-workspace.md) + - [Enterprise Platform Migration](./chapter-14-migration/microsoft-365.md) + - [n8n Migration](./chapter-14-migration/n8n.md) + - [Notion Migration](./chapter-14-migration/notion.md) + - [Perplexity Migration](./chapter-14-migration/perplexity.md) + - [Zapier and Make Migration](./chapter-14-migration/zapier-make.md) + - [Intercom Migration](./chapter-14-migration/intercom.md) + - [Dialogflow Migration](./chapter-14-migration/dialogflow.md) + - [Botpress Migration](./chapter-14-migration/botpress.md) + - [Automation Migration](./chapter-14-migration/automation.md) + - [Validation and Testing](./chapter-14-migration/validation.md) + +# Appendices + +- [Appendix A: Database Model](./appendix-15/README.md) + - [Schema Overview](./appendix-15/schema.md) + - [Tables](./appendix-15/tables.md) + - [Relationships](./appendix-15/relationships.md) + +- [Appendix B: External Services](./appendix-external-services/README.md) + - [Service Catalog](./appendix-external-services/catalog.md) + - [LLM Providers](./appendix-external-services/llm-providers.md) + - [Weather API](./appendix-external-services/weather.md) + - [Channel Integrations](./appendix-external-services/channels.md) + - [Storage Services](./appendix-external-services/storage.md) + - [Directory Services](./appendix-external-services/directory.md) + - [Attendance Queue](./appendix-external-services/attendance-queue.md) + - [Time-Series Database](./appendix-external-services/timeseries.md) + - [NVIDIA GPU](./appendix-external-services/nvidia.md) + - [Multimodal](./appendix-external-services/multimodal.md) + - [Console (XtreeUI)](./appendix-external-services/console.md) + +- [Appendix C: Environment Variables](./appendix-env-vars/README.md) + +- [Appendix D: Documentation Style](./appendix-docs-style/conversation-examples.md) + +[Glossary](./glossary.md) +[Contact](./contact/README.md) \ No newline at end of file diff --git a/src/appendix-15/README.md b/src/appendix-15/README.md new file mode 100644 index 00000000..59373cf3 --- /dev/null +++ b/src/appendix-15/README.md @@ -0,0 +1,52 @@ +## Appendix I – Database Model + +Database Schema Overview + +The core database schema for GeneralBots is defined in `src/shared/models.rs`. It uses **Diesel** with PostgreSQL and includes the following primary tables: + +| Table | Description | +|-------|-------------| +| `users` | Stores user accounts, authentication tokens, and profile data. | +| `sessions` | Tracks active `BotSession` instances, their start/end timestamps, and associated user. | +| `knowledge_bases` | Metadata for each `.gbkb` collection (name, vector store configuration, creation date). | +| `messages` | Individual chat messages (role = user/assistant, content, timestamp, linked to a session). | +| `tools` | Registered custom tools per session (name, definition JSON, activation status). | +| `files` | References to files managed by the `.gbdrive` package (path, size, MIME type, storage location). | + +### Relationships +- **User ↔ Sessions** – One‑to‑many: a user can have many sessions. +- **Session ↔ Messages** – One‑to‑many: each session contains a sequence of messages. +- **Session ↔ KnowledgeBase** – Many‑to‑one: a session uses a single knowledge base at a time. +- **Session ↔ Tools** – One‑to‑many: tools are scoped to the session that registers them. +- **File ↔ KnowledgeBase** – Optional link for documents stored in a knowledge base. + +### Key Tables + +**User Table** +- id: Integer primary key +- username: String +- email: String +- password_hash: String +- created_at: Timestamp + +**Session Table** +- id: Integer primary key +- user_id: Foreign key to User +- started_at: Timestamp +- last_active: Timestamp +- knowledge_base_id: Integer + +**Message Table** +- id: Integer primary key +- session_id: Foreign key to Session +- role: String ("user" or "assistant") +- content: Text +- timestamp: Timestamp + +The schema is automatically migrated when the server starts. + +--- + +
+ General Bots +
diff --git a/src/appendix-15/relationships.md b/src/appendix-15/relationships.md new file mode 100644 index 00000000..72c6774a --- /dev/null +++ b/src/appendix-15/relationships.md @@ -0,0 +1,180 @@ +# Database Relationships + +This document describes the relationships between tables in the General Bots database schema. + +## Entity Relationship Overview + +The database follows a hierarchical structure with organizations at the top, containing bots, which in turn manage users, sessions, and content. + +## Primary Relationships + +### Organization Hierarchy + +``` +organizations + bots (1:N) + bot_configuration (1:N) + bot_memories (1:N) + kb_collections (1:N) + kb_documents (1:N) + basic_tools (1:N) + system_automations (1:N) +``` + +Each organization can have multiple bots, and each bot has its own configuration, memories, knowledge bases, tools, and automations. Cascade delete behavior means that deleting an organization removes all associated bots and their data. + +### User and Session Management + +``` +users + user_sessions (1:N) + message_history (1:N) + clicks (1:N) + user_kb_associations (1:N) + session_tool_associations (1:N) + user_login_tokens (1:N) + user_preferences (1:1) + user_email_accounts (1:N) + email_drafts (1:N) + email_folders (1:N) + folder_messages (1:N) +``` + +Users can have multiple active sessions across different bots. Each session maintains its own message history and associations. Sessions link to both users and bots, forming a many-to-many relationship through the sessions table. + +### Bot-User Interaction + +``` +bots ←→ user_sessions ←→ users + + user_sessions: + message_history + user_kb_associations → kb_collections + session_tool_associations → basic_tools + + bots: + kb_collections + basic_tools +``` + +Users interact with bots through sessions. Sessions dynamically associate with knowledge bases and tools as needed. Message history preserves the conversation context for continuity across interactions. + +## Foreign Key Constraints + +### Strong Relationships (CASCADE DELETE) + +These relationships enforce referential integrity with cascade deletion. + +The organizations to bots relationship means deleting an organization removes all its bots, with `bots.org_id` referencing `organizations.org_id`. + +The bots to bot_configuration relationship means deleting a bot removes all its configuration, with `bot_configuration.bot_id` referencing `bots.id`. + +The bots to bot_memories relationship means deleting a bot removes all its memories, with `bot_memories.bot_id` referencing `bots.id`. + +The user_sessions to message_history relationship means ending a session removes its message history, with `message_history.session_id` referencing `user_sessions.id`. + +### Weak Relationships (SET NULL/RESTRICT) + +These relationships maintain data integrity without cascade deletion. + +The users to user_sessions relationship sets `session.user_id` to NULL when a user is deleted, preserving conversation history for audit purposes while making the session anonymous. + +The kb_collections to kb_documents relationship restricts deletion if documents exist, requiring explicit document deletion first to prevent accidental data loss. + +The user_email_accounts to email_drafts relationship preserves drafts when an email account is deleted, allowing draft recovery or reassignment to other accounts. + +## Many-to-Many Relationships + +### Sessions ↔ Knowledge Bases + +``` +user_sessions ←→ user_kb_associations ←→ kb_collections +``` + +The `user_kb_associations` junction table allows dynamic KB activation per session. Multiple knowledge bases can be active simultaneously, enabling conversations that draw from several information sources. + +### Sessions ↔ Tools + +``` +user_sessions ←→ session_tool_associations ←→ basic_tools +``` + +The `session_tool_associations` junction table enables tools to be loaded per session as needed. This supports dynamic tool discovery where available capabilities vary based on context. + +## Relationship Cardinality + +One-to-one relationships exist between users and user_preferences, where each user has exactly one preferences record. + +One-to-many relationships include organizations to bots, bots to bot_configuration, bots to kb_collections, kb_collections to kb_documents, users to user_sessions, user_sessions to message_history, and user_email_accounts to email_drafts. + +Many-to-many relationships exist between user_sessions and kb_collections through user_kb_associations, between user_sessions and basic_tools through session_tool_associations, and between users and bots through user_sessions. + +## Referential Integrity Rules + +### Insert Order + +When inserting data, follow this sequence: organizations first, then bots, then bot_configuration. For user data, insert users first, then user_sessions, then message_history. Knowledge base data requires kb_collections before kb_documents. Tools require basic_tools before session_tool_associations. + +### Delete Order (reverse of insert) + +When deleting data, reverse the insert order: message_history first, then user_sessions, then users. For tools, delete session_tool_associations before basic_tools. For knowledge bases, delete kb_documents before kb_collections. For organizational data, delete bot_configuration, then bots, then organizations. + +## Orphan Prevention + +### Automatic Cleanup + +Sessions expire based on the `expires_at` timestamp. Orphaned associations are cleaned by background jobs that run periodically. Temporary data has TTL settings that trigger automatic removal. + +### Manual Cleanup Required + +Some data requires manual cleanup. Unused kb_documents should be periodically reviewed and removed. Old message_history should be cleared based on retention policy. Expired user_login_tokens should be purged. + +## Performance Implications + +### Hot Paths + +These relationships are frequently traversed and should be optimized. + +The user_sessions to message_history path benefits from an index on `(session_id, created_at DESC)` and is used for conversation display. + +The bots to bot_memories path benefits from an index on `(bot_id, key)` and is used by GET BOT MEMORY and SET BOT MEMORY operations. + +The kb_collections to kb_documents path benefits from an index on `(collection_id, indexed)` and is used for semantic search. + +### Join Optimization + +Common join patterns benefit from composite indexes. + +User session context queries join user_sessions with users on `user_sessions.user_id = users.id` and with bots on `user_sessions.bot_id = bots.id`. + +Knowledge base loading joins user_kb_associations with kb_collections on `user_kb_associations.collection_id = kb_collections.id` and kb_documents on `kb_collections.id = kb_documents.collection_id`. + +Tool discovery joins session_tool_associations with basic_tools on `session_tool_associations.tool_id = basic_tools.id` filtered by session_id and bot_id. + +## Data Consistency Patterns + +### Transaction Boundaries + +Certain operations must be atomic. + +Session creation requires inserting the user_session record, initializing default associations, and creating the initial message all within a single transaction. + +Tool registration requires inserting the basic_tool record, updating bot_configuration, and refreshing active sessions together. + +Document upload requires inserting the kb_document record, triggering the indexing job, and updating collection metadata atomically. + +### Eventual Consistency + +Some operations can be eventually consistent. + +Vector embeddings allow document upload to complete first, with asynchronous indexing creating embeddings afterward. Search becomes available after processing completes. + +Email synchronization saves account configuration immediately, then background sync fetches emails asynchronously. Folders and counts update as sync progresses. + +## Best Practices + +Always use foreign keys for data integrity to catch relationship violations at the database level. Index foreign key columns for join performance to avoid full table scans on relationship traversals. Use transactions for related updates to maintain consistency across multiple tables. + +Implement soft deletes for audit trails where regulations require historical data retention. Monitor constraint violations in logs to catch application bugs early. Plan cascade paths carefully to avoid unintended data deletion. + +Document relationship changes in migrations so the team understands schema evolution over time. \ No newline at end of file diff --git a/src/appendix-15/schema.md b/src/appendix-15/schema.md new file mode 100644 index 00000000..02063636 --- /dev/null +++ b/src/appendix-15/schema.md @@ -0,0 +1,126 @@ +# Database Schema Overview + +General Bots uses PostgreSQL as its primary database with Diesel ORM for type-safe database operations. The schema is designed to support multi-tenant bot hosting with comprehensive session management, user authentication, and content storage. + +## Core Architecture + +The database schema follows several key design principles. All tables use UUID primary keys for globally unique identifiers that work across distributed systems. Created and updated timestamps provide audit trails for tracking data changes. Foreign key relationships maintain referential integrity between related entities. JSON fields offer flexible storage for dynamic configuration and metadata that doesn't fit rigid schema definitions. + +## Database Schema Diagram + +## Entity Relationship Overview + +Database Schema Overview + +### Core Tables Structure +## Detailed Schema + +Database Entity Details + +## Schema Categories + +### Organization & Bot Management + +The `organizations` table provides multi-tenant organization support, isolating data between different customers or deployments. The `bots` table stores bot instances and their configurations. The `bot_configuration` table contains bot-specific settings and parameters. The `bot_memories` table provides persistent key-value storage for bots to maintain state across sessions. + +### User & Authentication + +The `users` table stores user accounts with secure password storage using Argon2 hashing. The `user_sessions` table tracks active user sessions with authentication tokens. The `user_login_tokens` table manages authentication tokens for login flows. The `user_preferences` table contains user-specific settings and customizations. + +### Conversation & Messaging + +The `message_history` table maintains complete conversation history between users and bots. The `clicks` table tracks user interaction events for analytics. The `system_automations` table stores scheduled tasks and automation rules that run without user intervention. + +### Knowledge Base + +The `kb_collections` table defines knowledge base collection containers. The `kb_documents` table stores documents within those collections. The `user_kb_associations` table manages user access permissions to knowledge bases. The `session_tool_associations` table tracks which tools are available within specific sessions. + +### Tools & Integration + +The `basic_tools` table stores BASIC script tool definitions compiled from `.bas` files. The `user_email_accounts` table manages email integration accounts for users. The `email_drafts` table stores draft emails being composed. The `email_folders` table organizes email folder structures. + +## Table Relationships + +### Session Flow + +Session Flow Diagram + +### Knowledge Base Access + +Knowledge Base Access + +### Primary Relationships + +The bot hierarchy establishes that organizations contain multiple bots in a one-to-many relationship. Each bot has multiple configuration entries and memories associated with it. + +User sessions connect users to bots through the session table. Users can have multiple sessions, and each session maintains its own message history. Bots also connect to sessions, enabling the many-to-many relationship between users and bots. + +Knowledge management links bots to knowledge base collections, with each collection containing multiple documents. Sessions associate with knowledge bases through the user_kb_associations table. + +Tool associations connect bots to their defined tools, and sessions link to available tools through the session_tool_associations junction table. + +## Data Types + +The schema uses several PostgreSQL data types throughout. UUID fields serve as primary keys and foreign key references for globally unique identification. Text fields store variable-length string data without length constraints. Varchar fields hold fixed-length strings for codes and identifiers. Timestamptz fields store timestamps with timezone information for accurate time tracking across regions. Jsonb fields provide JSON storage with indexing capabilities for flexible schemas. Boolean fields represent binary flags and settings. Integer fields store counters and numeric values. + +## Indexing Strategy + +Primary indexes exist on all id fields serving as primary keys. Foreign key relationships receive indexes for efficient joins. Timestamp fields are indexed to support time-based queries. Session tokens have indexes for fast authentication lookups. + +Composite indexes optimize common query patterns. The combination of bot_id and user_id enables efficient session lookup. Collection_id with document_id accelerates knowledge retrieval. User_id paired with created_at supports history queries ordered by time. + +## Migration Management + +Database migrations are managed through Diesel's migration system. Migrations reside in the `migrations/` directory with each migration containing both up.sql and down.sql files for applying and reverting changes. Version tracking occurs in the `__diesel_schema_migrations` table. The bootstrap process automatically applies pending migrations on startup. + +## Performance Considerations + +### Connection Pooling + +The default connection pool maintains 10 connections to balance resource usage with concurrency. Pool size is configurable via environment variables for different deployment scales. Automatic connection recycling prevents stale connections from causing issues. + +### Query Optimization + +Prepared statements cache query plans for repeated queries, improving performance. Batch operations handle bulk inserts efficiently rather than individual row insertions. Lazy loading defers loading of related entities until needed. Pagination limits result sets to manageable sizes for large tables. + +### Data Retention + +Message history retention is configurable to balance storage costs with historical needs. Automatic cleanup removes expired sessions to free resources. An archival strategy moves old conversations to cold storage while maintaining accessibility. + +## Security Features + +### Data Protection + +Password hashing uses the Argon2 algorithm for strong protection against brute-force attacks. AES-GCM encryption protects sensitive fields at rest. Secure random token generation creates unpredictable session identifiers. Diesel's parameterized queries prevent SQL injection attacks. + +### Access Control + +Row-level security is implemented through application logic that filters queries by user context. User isolation ensures sessions only access their own data. Bot isolation separates data by organization to prevent cross-tenant access. Audit logging records sensitive operations for compliance and security review. + +## Backup Strategy + +### Backup Types + +Full database dumps capture complete point-in-time snapshots. Incremental WAL archiving provides continuous backup with minimal storage overhead. Point-in-time recovery support enables restoration to any moment within the retention window. Cross-region replication offers disaster recovery capabilities for critical deployments. + +### Restore Procedures + +Automated restore testing validates backup integrity on a regular schedule. Version compatibility checks ensure backups restore correctly to the current schema. Data integrity validation confirms restored data matches expected checksums. Zero-downtime migration support enables schema changes without service interruption. + +## Monitoring + +### Key Metrics + +Connection pool usage indicates whether the pool size needs adjustment. Query execution time reveals slow queries requiring optimization. Table sizes and growth rates inform capacity planning. Index effectiveness metrics show whether indexes are being utilized. Lock contention monitoring identifies concurrency bottlenecks. + +### Health Checks + +Database connectivity verification ensures the connection pool can reach PostgreSQL. Migration status checks confirm all migrations have been applied. Replication lag monitoring applies to deployments with read replicas. Storage usage tracking prevents disk space exhaustion. + +## Best Practices + +Always use migrations for schema changes rather than manual DDL to maintain consistency across environments. Never modify production data directly through SQL clients to avoid bypassing application logic. Test migrations in development first to catch issues before they affect production. Monitor performance metrics regularly to identify degradation early. Plan capacity based on growth projections to avoid emergency scaling. Document changes in migration files with comments explaining the purpose of each change. Use transactions for data consistency when multiple tables must be updated together. Implement retry logic for transient failures like connection timeouts or deadlocks. + +## Future Considerations + +Partitioning for large tables like message_history would improve query performance and enable efficient data archival. Read replicas could scale read-heavy workloads across multiple database instances. Time-series optimization for metrics data would support analytics features. Full-text search indexes would enable natural language queries against stored content. Graph relationships could support advanced queries for interconnected data like conversation flows. \ No newline at end of file diff --git a/src/appendix-15/tables.md b/src/appendix-15/tables.md new file mode 100644 index 00000000..e0262f00 --- /dev/null +++ b/src/appendix-15/tables.md @@ -0,0 +1,275 @@ +# Database Tables + +This section documents all database tables in General Bots, their structures, and purposes. + +## Core Tables + +### organizations +Stores organization/tenant information for multi-tenant deployments. + +| Column | Type | Description | +|--------|------|-------------| +| org_id | UUID | Primary key | +| name | TEXT | Organization name | +| slug | TEXT | URL-friendly identifier | +| created_at | TIMESTAMPTZ | Creation timestamp | + +### bots +Bot instances and their basic configuration. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| name | TEXT | Bot name | +| org_id | UUID | Foreign key to organizations | +| created_at | TIMESTAMPTZ | Creation timestamp | +| updated_at | TIMESTAMPTZ | Last update timestamp | + +### bot_configuration +Stores bot-specific configuration parameters from config.csv. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| bot_id | UUID | Foreign key to bots | +| key | TEXT | Configuration key | +| value | TEXT | Configuration value | +| created_at | TIMESTAMPTZ | Creation timestamp | +| updated_at | TIMESTAMPTZ | Last update timestamp | + +### bot_memories +Persistent key-value storage for bots (used by GET BOT MEMORY/SET BOT MEMORY). + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| bot_id | UUID | Foreign key to bots | +| key | TEXT | Memory key | +| value | TEXT | Memory value | +| created_at | TIMESTAMPTZ | Creation timestamp | +| updated_at | TIMESTAMPTZ | Last update timestamp | + +## User Management Tables + +### users +User accounts with authentication credentials. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| username | TEXT | Unique username | +| email | TEXT | Email address | +| password_hash | TEXT | Argon2 hashed password | +| active | BOOLEAN | Account status | +| created_at | TIMESTAMPTZ | Registration timestamp | +| updated_at | TIMESTAMPTZ | Last update timestamp | + +### user_sessions +Active user sessions for authentication and state management. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| user_id | UUID | Foreign key to users | +| bot_id | UUID | Foreign key to bots | +| session_token | TEXT | Unique session identifier | +| expires_at | TIMESTAMPTZ | Session expiration | +| created_at | TIMESTAMPTZ | Session start | +| updated_at | TIMESTAMPTZ | Last activity | + +### user_login_tokens +Authentication tokens for login flows. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| user_id | UUID | Foreign key to users | +| token | TEXT | Login token | +| expires_at | TIMESTAMPTZ | Token expiration | +| used | BOOLEAN | Whether token was used | +| created_at | TIMESTAMPTZ | Token creation | + +### user_preferences +User-specific settings and preferences. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| user_id | UUID | Foreign key to users | +| preferences | JSONB | Preferences data | +| created_at | TIMESTAMPTZ | Creation timestamp | +| updated_at | TIMESTAMPTZ | Last update | + +## Conversation Tables + +### message_history +Complete conversation history between users and bots. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| session_id | UUID | Foreign key to user_sessions | +| user_id | UUID | Foreign key to users | +| bot_id | UUID | Foreign key to bots | +| message | TEXT | Message content | +| sender | TEXT | 'user' or 'bot' | +| created_at | TIMESTAMPTZ | Message timestamp | + +### clicks +Tracks user interactions with UI elements. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| session_id | UUID | Foreign key to user_sessions | +| element_id | TEXT | UI element identifier | +| timestamp | TIMESTAMPTZ | Click timestamp | + +### system_automations +Scheduled tasks and automation rules. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| bot_id | UUID | Foreign key to bots | +| name | TEXT | Automation name | +| schedule | TEXT | Cron expression | +| script | TEXT | BASIC script to execute | +| active | BOOLEAN | Whether automation is active | +| created_at | TIMESTAMPTZ | Creation timestamp | +| updated_at | TIMESTAMPTZ | Last update | + +## Knowledge Base Tables + +### kb_collections +Knowledge base collection definitions. + +| Column | Type | Description | +|--------|------|-------------| +| id | TEXT | Primary key (collection name) | +| bot_id | UUID | Foreign key to bots | +| name | TEXT | Collection display name | +| description | TEXT | Collection description | +| metadata | JSONB | Additional metadata | +| created_at | TIMESTAMPTZ | Creation timestamp | +| updated_at | TIMESTAMPTZ | Last update | + +### kb_documents +Documents stored in knowledge base collections. + +| Column | Type | Description | +|--------|------|-------------| +| id | TEXT | Primary key (document ID) | +| collection_id | TEXT | Foreign key to kb_collections | +| bot_id | UUID | Foreign key to bots | +| name | TEXT | Document name | +| content | TEXT | Document content | +| metadata | JSONB | Document metadata | +| embedding_id | TEXT | Vector embedding reference | +| indexed | BOOLEAN | Whether document is indexed | +| created_at | TIMESTAMPTZ | Upload timestamp | +| updated_at | TIMESTAMPTZ | Last update | + +### user_kb_associations +Links user sessions to available knowledge bases. + +| Column | Type | Description | +|--------|------|-------------| +| id | TEXT | Primary key | +| session_id | UUID | Foreign key to user_sessions | +| collection_id | TEXT | Foreign key to kb_collections | +| created_at | TIMESTAMPTZ | Association timestamp | + +## Tool Tables + +### basic_tools +BASIC script tool definitions. + +| Column | Type | Description | +|--------|------|-------------| +| id | TEXT | Primary key (tool name) | +| bot_id | UUID | Foreign key to bots | +| name | TEXT | Tool display name | +| description | TEXT | Tool description | +| parameters | JSONB | Parameter definitions | +| script | TEXT | BASIC script implementation | +| metadata | JSONB | Additional metadata | +| created_at | TIMESTAMPTZ | Creation timestamp | +| updated_at | TIMESTAMPTZ | Last update | + +### session_tool_associations +Links sessions to available tools. + +| Column | Type | Description | +|--------|------|-------------| +| id | TEXT | Primary key | +| session_id | UUID | Foreign key to user_sessions | +| tool_id | TEXT | Foreign key to basic_tools | +| created_at | TIMESTAMPTZ | Association timestamp | + +## Email Integration Tables + +### user_email_accounts +Email accounts configured for users. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| user_id | UUID | Foreign key to users | +| email_address | TEXT | Email address | +| imap_server | TEXT | IMAP server address | +| imap_port | INTEGER | IMAP port | +| smtp_server | TEXT | SMTP server address | +| smtp_port | INTEGER | SMTP port | +| encrypted_password | TEXT | Encrypted email password | +| active | BOOLEAN | Account status | +| created_at | TIMESTAMPTZ | Configuration timestamp | +| updated_at | TIMESTAMPTZ | Last update | + +### email_drafts +Draft emails created by users or bots. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| user_id | UUID | Foreign key to users | +| account_id | UUID | Foreign key to user_email_accounts | +| to_addresses | TEXT[] | Recipient addresses | +| cc_addresses | TEXT[] | CC addresses | +| bcc_addresses | TEXT[] | BCC addresses | +| subject | TEXT | Email subject | +| body | TEXT | Email body | +| attachments | JSONB | Attachment metadata | +| created_at | TIMESTAMPTZ | Draft creation | +| updated_at | TIMESTAMPTZ | Last edit | + +### email_folders +Email folder organization. + +| Column | Type | Description | +|--------|------|-------------| +| id | UUID | Primary key | +| account_id | UUID | Foreign key to user_email_accounts | +| name | TEXT | Folder name | +| path | TEXT | IMAP folder path | +| parent_id | UUID | Parent folder ID | +| message_count | INTEGER | Number of messages | +| unread_count | INTEGER | Unread messages | +| created_at | TIMESTAMPTZ | Folder creation | +| updated_at | TIMESTAMPTZ | Last sync | + +## Indexes + +### Primary Indexes +- All `id` columns have primary key indexes +- All foreign key columns have indexes for joins + +### Performance Indexes +- `user_sessions.session_token` - for session lookup +- `message_history.created_at` - for time-based queries +- `kb_documents.collection_id` - for collection queries +- `bot_memories(bot_id, key)` - composite for memory lookup + +### Full-Text Search Indexes +- `kb_documents.content` - for document search (when enabled) +- `message_history.message` - for conversation search (when enabled) \ No newline at end of file diff --git a/src/appendix-docs-style/conversation-examples.md b/src/appendix-docs-style/conversation-examples.md new file mode 100644 index 00000000..12f0e5e1 --- /dev/null +++ b/src/appendix-docs-style/conversation-examples.md @@ -0,0 +1,235 @@ +# Conversation Examples Style Guide + +> **Standard format for displaying bot-user conversations in documentation** + +## Overview + +All conversation examples in General Bots documentation use a WhatsApp-style chat format. This provides a consistent, familiar, and readable way to show bot interactions. + +## CSS Include + +The styling is defined in `/assets/wa-chat.css`. Include it in your mdBook or HTML output. + +--- + +## Basic Structure + +```html + +``` + +--- + +## Message Types + +### Bot Message + +```html + +``` + +### User Message + +```html + +``` + +--- + +## Formatting Within Messages + +### Multiple Paragraphs + +```html + +``` + +### Bold Text + +```html +

Name: John Smith

+

Email: john@example.com

+``` + +### Emoji Usage + +Emojis are encouraged to make conversations more expressive: + +| Purpose | Emoji Examples | +|---------|----------------| +| Success | ✅ ✓ 🎉 | +| Warning | ⚠️ ⚡ | +| Error | ❌ 🔴 | +| Info | ℹ️ 📋 | +| File | 📄 📁 📎 | +| Calendar | 📅 🗓️ | +| Email | 📧 ✉️ | +| Person | 👤 👥 | +| Time | 🕐 ⏱️ | + +### File Attachments + +```html + +``` + +### Action Buttons (visual representation) + +```html +

[📧 Send] [✏️ Edit] [🗑 Discard]

+``` + +--- + +## Complete Example + +```html + +``` + +**Rendered Output:** + + + +--- + +## Variants + +### Full Width + +Add `wa-full-width` class for wider conversations: + +```html + +``` + +### Compact + +Add `wa-compact` class for tighter spacing: + +```html + +``` + +### Hide Timestamps + +Add `wa-no-time` class to hide timestamps: + +```html + +``` + +--- + +## Best Practices + +1. **Keep messages concise** - Break long bot responses into multiple paragraphs +2. **Use consistent timestamps** - Use realistic times (10:30, 10:31, etc.) +3. **Start with user context** - Show what the user asked before the bot response +4. **Include visual feedback** - Use emojis for status (✅, ❌, 📋) +5. **Show realistic flows** - Include multi-turn conversations when appropriate +6. **Use semantic formatting** - Bold for labels, lists for options + +--- + +## Files Using This Format + +This format is used throughout the documentation: + +- `chapter-02/template-crm-contacts.md` +- `chapter-04-gbui/apps/*.md` +- `chapter-06-gbdialog/basic-vs-automation-tools.md` +- And many more... + +--- + +## See Also + +- [UI Structure](../chapter-04-gbui/ui-structure.md) +- [Chat App Documentation](../chapter-04-gbui/apps/chat.md) + + \ No newline at end of file diff --git a/src/appendix-env-vars/README.md b/src/appendix-env-vars/README.md new file mode 100644 index 00000000..a5bd61f2 --- /dev/null +++ b/src/appendix-env-vars/README.md @@ -0,0 +1,136 @@ +# Appendix C: Environment Variables + +General Bots uses a minimal set of environment variables. All configuration is managed through `config.csv` files within each bot's `.gbot` folder, with secrets stored securely in Vault. + +## Required Environment Variables + +Only Vault-related environment variables are used by General Bots: + +### VAULT_* Variables + +**Purpose**: HashiCorp Vault integration for secure secrets management. + +| Variable | Description | Example | +|----------|-------------|---------| +| `VAULT_ADDR` | Vault server URL | `http://localhost:8200` | +| `VAULT_TOKEN` | Authentication token | Auto-generated during bootstrap | +| `VAULT_NAMESPACE` | Vault namespace (optional) | `admin` | + +**Example**: +```bash +VAULT_ADDR=http://localhost:8200 +VAULT_TOKEN=hvs.your-vault-token +``` + +## Auto-Managed Services + +The following services are automatically configured through Vault: + +| Service | Management | +|---------|------------| +| PostgreSQL | Connection credentials in Vault | +| S3-Compatible Storage | Access keys in Vault | +| Cache | Connection managed via Vault | +| Email (Stalwart) | Credentials in Vault | +| LLM API Keys | Stored in Vault | + +You do **not** need to set environment variables for these services. Vault handles credential distribution and rotation automatically. + +## What NOT to Use Environment Variables For + +**All application configuration belongs in `config.csv`**: + +| Configuration | Where to Configure | +|--------------|-------------------| +| Database connection | Managed by Vault | +| Storage credentials | Managed by Vault | +| LLM API keys | Managed by Vault | +| LLM provider | `config.csv`: `llm-url` | +| Email settings | `config.csv`: `email-*` | +| Channel tokens | `config.csv`: `whatsapp-*`, etc. | +| Bot settings | `config.csv`: all bot-specific settings | +| Feature flags | `config.csv`: various keys | + +## Configuration Philosophy + +General Bots follows these principles: + +1. **Vault-First**: All secrets are managed by Vault +2. **Minimal Environment**: Only Vault address and token use environment variables +3. **config.csv for Settings**: All application configuration is in `config.csv` +4. **Per-Bot Configuration**: Each bot has its own `config.csv` in its `.gbot` folder +5. **No Hardcoded Secrets**: Never store secrets in code or config files + +## Setting Environment Variables + +### Linux/macOS + +```bash +export VAULT_ADDR=http://localhost:8200 +export VAULT_TOKEN=hvs.your-vault-token +``` + +### Systemd Service + +```ini +[Service] +Environment="VAULT_ADDR=http://localhost:8200" +Environment="VAULT_TOKEN=hvs.your-vault-token" +``` + +### LXC Container + +When using LXC deployment, environment variables are set in the container configuration: + +```bash +lxc config set container-name environment.VAULT_ADDR="http://localhost:8200" +lxc config set container-name environment.VAULT_TOKEN="hvs.your-vault-token" +``` + +## Security Notes + +1. **Never commit tokens**: Use `.env` files (gitignored) or secrets management +2. **Rotate regularly**: Vault tokens should be rotated periodically +3. **Limit access**: Only the botserver process needs these variables +4. **Use TLS**: Always use HTTPS for Vault in production + +## Bootstrap Process + +During bootstrap, General Bots: + +1. Connects to Vault using `VAULT_*` variables +2. Retrieves credentials for all managed services +3. Configures database, storage, cache, and other services +4. Stores service endpoints securely + +This eliminates the need for manual credential management. + +## Troubleshooting + +### Vault Connection Failed + +``` +Error: Failed to connect to Vault +``` + +Verify: +- `VAULT_ADDR` is set correctly +- Vault server is running and accessible +- `VAULT_TOKEN` is valid and not expired +- Network allows connection to Vault host + +### Service Not Available + +If a managed service (database, storage, cache) is unavailable: + +1. Check Vault is running and unsealed +2. Verify secrets exist in Vault +3. Check service container/process status +4. Review logs for connection errors + +## See Also + +- [config.csv Format](../chapter-08-config/config-csv.md) - Bot configuration +- [Secrets Management](../chapter-08-config/secrets-management.md) - Vault integration details +- [Drive Integration](../chapter-08-config/drive.md) - Storage setup +- [Authentication](../chapter-12-auth/README.md) - Security features \ No newline at end of file diff --git a/src/appendix-external-services/README.md b/src/appendix-external-services/README.md new file mode 100644 index 00000000..4dc0e657 --- /dev/null +++ b/src/appendix-external-services/README.md @@ -0,0 +1,94 @@ +# Appendix B: External Services + +This appendix catalogs all external services that General Bots integrates with, including their configuration requirements, associated BASIC keywords, and API endpoints. + +## Overview + +General Bots connects to external services for extended functionality. All service credentials should be stored in `config.csv` within the bot's `.gbot` folder - never hardcoded in scripts. + +Infrastructure services (database, storage, cache) are automatically managed by the Directory service (Zitadel). + +## Service Categories + +| Category | Services | Configuration Location | +|----------|----------|----------------------| +| LLM Providers | OpenAI, Groq, Anthropic, Azure OpenAI | `config.csv` | +| Weather | OpenWeatherMap | `config.csv` | +| Messaging Channels | WhatsApp, Teams, Instagram, Telegram | `config.csv` | +| Storage | S3-Compatible (MinIO, etc.) | Vault (automatic) | +| Directory | Zitadel | `VAULT_*` environment variables | +| Email | Stalwart / IMAP/SMTP | Vault (automatic) | +| Calendar | CalDAV servers | `config.csv` | +| Database | PostgreSQL | Vault (automatic) | +| Cache | Redis-compatible | Vault (automatic) | + +## Quick Reference + +### BASIC Keywords That Call External Services + +| Keyword | Service | Config Key | +|---------|---------|-----------| +| `LLM` | LLM Provider | `llm-provider`, `llm-api-key` | +| `WEATHER` | OpenWeatherMap | `weather-api-key` | +| `SEND MAIL` | SMTP Server | Managed by Directory service | +| `SEND WHATSAPP` | WhatsApp Business API | `whatsapp-api-key`, `whatsapp-phone-number-id` | +| `SEND TEAMS` | Microsoft Teams | `teams-app-id`, `teams-app-password` | +| `SEND INSTAGRAM` | Instagram Graph API | `instagram-access-token`, `instagram-page-id` | +| `GET` (with http/https URL) | Any HTTP endpoint | N/A | +| `IMAGE` | BotModels (local) | `botmodels-enabled`, `botmodels-url` | +| `VIDEO` | BotModels (local) | `botmodels-enabled`, `botmodels-url` | +| `AUDIO` | BotModels (local) | `botmodels-enabled`, `botmodels-url` | +| `SEE` | BotModels (local) | `botmodels-enabled`, `botmodels-url` | +| `FIND` | Qdrant (local) | Internal service | +| `USE WEBSITE` | Web crawling | N/A | + +## Service Configuration Template + +Add these to your `config.csv`: + +```csv +key,value +llm-provider,openai +llm-api-key,YOUR_API_KEY +llm-model,gpt-4o +weather-api-key,YOUR_OPENWEATHERMAP_KEY +whatsapp-api-key,YOUR_WHATSAPP_KEY +whatsapp-phone-number-id,YOUR_PHONE_ID +teams-app-id,YOUR_TEAMS_APP_ID +teams-app-password,YOUR_TEAMS_PASSWORD +instagram-access-token,YOUR_INSTAGRAM_TOKEN +instagram-page-id,YOUR_PAGE_ID +botmodels-enabled,true +botmodels-url,http://localhost:5000 +``` + +## Auto-Managed Services + +The following services are automatically configured by the Directory service (Zitadel): + +| Service | What's Managed | +|---------|----------------| +| PostgreSQL | Connection credentials, database creation | +| S3-Compatible Storage | Access keys, bucket policies | +| Cache | Connection credentials | +| Stalwart Email | User accounts, SMTP/IMAP access | + +You do **not** need to configure these services manually. The Directory service handles credential provisioning and rotation. + +## Security Notes + +1. **Never hardcode credentials** - Always use `config.csv` or `GET BOT MEMORY` +2. **Rotate keys regularly** - Update `config.csv` and restart the bot +3. **Use least privilege** - Only grant permissions needed by the bot +4. **Audit access** - Monitor external API usage through logs +5. **Infrastructure credentials** - Managed automatically by Directory service + +## See Also + +- [Service Catalog](./catalog.md) - Detailed service documentation +- [LLM Providers](./llm-providers.md) - AI model configuration +- [Weather API](./weather.md) - Weather service setup +- [Channel Integrations](./channels.md) - Messaging platform setup +- [Storage Services](./storage.md) - S3-compatible storage +- [Directory Services](./directory.md) - User authentication +- [Environment Variables](../appendix-env-vars/README.md) - DIRECTORY_* configuration \ No newline at end of file diff --git a/src/appendix-external-services/attendance-queue.md b/src/appendix-external-services/attendance-queue.md new file mode 100644 index 00000000..d893354b --- /dev/null +++ b/src/appendix-external-services/attendance-queue.md @@ -0,0 +1,78 @@ +# Attendance Queue Module + +Human-attendant queue management for hybrid bot/human support workflows. + +## Overview + +The attendance queue module manages handoffs from bot to human agents, tracking conversation queues, attendant availability, and real-time assignment. + +## Configuration + +Create `attendant.csv` in your bot's `.gbai` folder: + +```csv +id,name,channel,preferences +att-001,John Smith,whatsapp,sales +att-002,Jane Doe,web,support +att-003,Bob Wilson,all,technical +``` + +## Queue Status + +| Status | Description | +|--------|-------------| +| `waiting` | User waiting for attendant | +| `assigned` | Attendant assigned, not yet active | +| `active` | Conversation in progress | +| `resolved` | Conversation completed | +| `abandoned` | User left before assignment | + +## Attendant Status + +| Status | Description | +|--------|-------------| +| `online` | Available for new conversations | +| `busy` | Currently handling conversations | +| `away` | Temporarily unavailable | +| `offline` | Not working | + +## REST API Endpoints + +### GET /api/queue +List conversations in queue. + +### POST /api/queue/assign +Assign conversation to attendant. + +```json +{ + "session_id": "uuid", + "attendant_id": "uuid" +} +``` + +### POST /api/queue/transfer +Transfer conversation between attendants. + +```json +{ + "session_id": "uuid", + "from_attendant_id": "uuid", + "to_attendant_id": "uuid", + "reason": "Specialist needed" +} +``` + +### GET /api/attendants +List all attendants with stats. + +## BASIC Keywords + +```basic +TRANSFER TO HUMAN "sales" +TRANSFER TO HUMAN "support", "high" +``` + +## See Also + +- [Human Approval](../chapter-06-gbdialog/keyword-human-approval.md) \ No newline at end of file diff --git a/src/appendix-external-services/catalog.md b/src/appendix-external-services/catalog.md new file mode 100644 index 00000000..0f4c5991 --- /dev/null +++ b/src/appendix-external-services/catalog.md @@ -0,0 +1,273 @@ +# Service Catalog + +This catalog provides detailed information about every external service that General Bots integrates with. + +## LLM Providers + +### OpenAI + +| Property | Value | +|----------|-------| +| **Service URL** | `https://api.openai.com/v1` | +| **Config Key** | `llm-provider=openai` | +| **API Key Config** | `llm-api-key` | +| **Documentation** | [platform.openai.com/docs](https://platform.openai.com/docs) | +| **BASIC Keywords** | `LLM` | +| **Supported Models** | `gpt-4o`, `gpt-4o-mini`, `gpt-4-turbo`, `gpt-3.5-turbo` | + +### Groq + +| Property | Value | +|----------|-------| +| **Service URL** | `https://api.groq.com/openai/v1` | +| **Config Key** | `llm-provider=groq` | +| **API Key Config** | `llm-api-key` | +| **Documentation** | [console.groq.com/docs](https://console.groq.com/docs) | +| **BASIC Keywords** | `LLM` | +| **Supported Models** | `llama-3.1-70b-versatile`, `llama-3.1-8b-instant`, `mixtral-8x7b-32768` | + +### Anthropic + +| Property | Value | +|----------|-------| +| **Service URL** | `https://api.anthropic.com/v1` | +| **Config Key** | `llm-provider=anthropic` | +| **API Key Config** | `llm-api-key` | +| **Documentation** | [docs.anthropic.com](https://docs.anthropic.com) | +| **BASIC Keywords** | `LLM` | +| **Supported Models** | `claude-3-5-sonnet`, `claude-3-opus`, `claude-3-haiku` | + +### Azure OpenAI + +| Property | Value | +|----------|-------| +| **Service URL** | `https://{resource}.openai.azure.com/` | +| **Config Key** | `llm-provider=azure` | +| **API Key Config** | `llm-api-key`, `azure-openai-endpoint` | +| **Documentation** | [learn.microsoft.com/azure/ai-services/openai](https://learn.microsoft.com/azure/ai-services/openai) | +| **BASIC Keywords** | `LLM` | + +--- + +## Weather Services + +### OpenWeatherMap + +| Property | Value | +|----------|-------| +| **Service URL** | `https://api.openweathermap.org/data/2.5` | +| **Config Key** | `weather-api-key` | +| **Documentation** | [openweathermap.org/api](https://openweathermap.org/api) | +| **BASIC Keywords** | `WEATHER` | +| **Free Tier** | 1,000 calls/day | +| **Required Plan** | Free or higher | + +**Example Usage:** +```basic +weather = WEATHER "Seattle" +TALK weather +``` + +--- + +## Messaging Channels + +### WhatsApp Business API + +| Property | Value | +|----------|-------| +| **Service URL** | `https://graph.facebook.com/v17.0` | +| **Config Keys** | `whatsapp-api-key`, `whatsapp-phone-number-id`, `whatsapp-business-account-id` | +| **Documentation** | [developers.facebook.com/docs/whatsapp](https://developers.facebook.com/docs/whatsapp) | +| **BASIC Keywords** | `SEND WHATSAPP`, `SEND FILE` (WhatsApp) | +| **Webhook URL** | `/api/channels/whatsapp/webhook` | + +### Microsoft Teams + +| Property | Value | +|----------|-------| +| **Service URL** | `https://smba.trafficmanager.net/apis` | +| **Config Keys** | `teams-app-id`, `teams-app-password`, `teams-tenant-id` | +| **Documentation** | [learn.microsoft.com/microsoftteams/platform](https://learn.microsoft.com/microsoftteams/platform) | +| **BASIC Keywords** | `SEND TEAMS`, `SEND FILE` (Teams) | +| **Webhook URL** | `/api/channels/teams/messages` | + +### Instagram Messaging + +| Property | Value | +|----------|-------| +| **Service URL** | `https://graph.facebook.com/v17.0` | +| **Config Keys** | `instagram-access-token`, `instagram-page-id`, `instagram-account-id` | +| **Documentation** | [developers.facebook.com/docs/instagram-api](https://developers.facebook.com/docs/instagram-api) | +| **BASIC Keywords** | `SEND INSTAGRAM` | +| **Webhook URL** | `/api/channels/instagram/webhook` | + +### Telegram + +| Property | Value | +|----------|-------| +| **Service URL** | `https://api.telegram.org/bot{token}` | +| **Config Keys** | `telegram-bot-token` | +| **Documentation** | [core.telegram.org/bots/api](https://core.telegram.org/bots/api) | +| **BASIC Keywords** | `SEND TELEGRAM` | +| **Webhook URL** | `/api/channels/telegram/webhook` | + +--- + +## Storage Services + +### S3-Compatible Storage + +General Bots uses S3-compatible object storage. Configuration is **automatically managed** by the Directory service (Zitadel). + +| Property | Value | +|----------|-------| +| **Local Default** | MinIO on port 9000 | +| **Management** | Directory service (automatic) | +| **Console Port** | 9001 (when using MinIO) | +| **BASIC Keywords** | `GET` (file retrieval) | + +**Compatible Services:** +- MinIO (default local installation) +- Backblaze B2 +- Wasabi +- DigitalOcean Spaces +- Cloudflare R2 +- Any S3-compatible provider + +Storage credentials are provisioned and rotated automatically by the Directory service. No manual configuration required. + +--- + +## Directory Services + +### Zitadel (Identity Provider) + +| Property | Value | +|----------|-------| +| **Local Default** | Port 8080 | +| **Environment Variables** | `DIRECTORY_URL`, `DIRECTORY_CLIENT_ID`, `DIRECTORY_CLIENT_SECRET` | +| **Documentation** | [zitadel.com/docs](https://zitadel.com/docs) | +| **Purpose** | User authentication, SSO, OAuth2/OIDC, service credential management | + +The Directory service manages: +- User authentication +- Service credentials (database, storage, cache) +- OAuth applications +- Role-based access control + +--- + +## Email Services + +### Stalwart Mail Server + +| Property | Value | +|----------|-------| +| **Ports** | 25 (SMTP), 993 (IMAPS), 587 (Submission) | +| **Management** | Directory service (automatic) | +| **Documentation** | [stalw.art/docs](https://stalw.art/docs) | +| **BASIC Keywords** | `SEND MAIL` | + +Email accounts are created and managed through the Directory service. + +### External IMAP/SMTP + +| Property | Value | +|----------|-------| +| **Config Keys** | `smtp-server`, `smtp-port`, `imap-server`, `imap-port`, `email-username`, `email-password` | +| **BASIC Keywords** | `SEND MAIL` | +| **Supported Providers** | Gmail, Outlook, custom SMTP/IMAP | + +**Gmail Configuration Example (in config.csv):** +```csv +smtp-server,smtp.gmail.com +smtp-port,587 +imap-server,imap.gmail.com +imap-port,993 +``` + +--- + +## Local Services (BotModels) + +### Image Generation + +| Property | Value | +|----------|-------| +| **Service URL** | `http://localhost:5000` (default) | +| **Config Keys** | `botmodels-enabled`, `botmodels-url` | +| **BASIC Keywords** | `IMAGE` | +| **Requires** | BotModels service running | + +### Video Generation + +| Property | Value | +|----------|-------| +| **Service URL** | `http://localhost:5000` (default) | +| **Config Keys** | `botmodels-enabled`, `botmodels-url` | +| **BASIC Keywords** | `VIDEO` | +| **Requires** | BotModels service running, GPU recommended | + +### Audio Generation (TTS) + +| Property | Value | +|----------|-------| +| **Service URL** | `http://localhost:5000` (default) | +| **Config Keys** | `botmodels-enabled`, `botmodels-url` | +| **BASIC Keywords** | `AUDIO` | +| **Requires** | BotModels service running | + +### Vision/Captioning + +| Property | Value | +|----------|-------| +| **Service URL** | `http://localhost:5000` (default) | +| **Config Keys** | `botmodels-enabled`, `botmodels-url` | +| **BASIC Keywords** | `SEE` | +| **Requires** | BotModels service running | + +--- + +## Internal Services + +These services are deployed locally as part of the General Bots stack. All are managed by the Directory service: + +| Service | Default Port | Purpose | Management | +|---------|-------------|---------|------------| +| PostgreSQL | 5432 | Primary database | Vault | +| Qdrant | 6333 | Vector storage for KB | Vault | +| Cache | 6379 | Caching | Vault | +| Stalwart | 25, 993 | Email server (optional) | Vault | +| BotModels | 5000 | AI model inference | config.csv | + +--- + +## Service Health Checks + +All services can be checked via the monitoring API: + +``` +GET /api/monitoring/services +``` + +Response includes status for all configured external services. + +--- + +## Troubleshooting + +### Common Issues + +1. **API Key Invalid** - Verify key in `config.csv`, ensure no trailing whitespace +2. **Rate Limited** - Check service quotas, implement caching with `SET BOT MEMORY` +3. **Connection Timeout** - Verify network access to external URLs +4. **Service Unavailable** - Check service status pages + +### Debug Logging + +Enable trace logging to see external API calls: + +```bash +RUST_LOG=trace ./botserver +``` diff --git a/src/appendix-external-services/channels.md b/src/appendix-external-services/channels.md new file mode 100644 index 00000000..e12e4984 --- /dev/null +++ b/src/appendix-external-services/channels.md @@ -0,0 +1 @@ +# Channel Integrations diff --git a/src/appendix-external-services/console.md b/src/appendix-external-services/console.md new file mode 100644 index 00000000..b2373536 --- /dev/null +++ b/src/appendix-external-services/console.md @@ -0,0 +1,114 @@ +# Console Module (XtreeUI) + +Terminal-based admin interface for managing General Bots instances. + +## Overview + +XtreeUI is a TUI (Terminal User Interface) for administering bots directly from the command line. It provides file browsing, log viewing, chat testing, and status monitoring in a single terminal window. + +## Feature Flag + +Enabled via Cargo feature: + +```toml +[features] +console = [] +``` + +## Panels + +| Panel | Key | Description | +|-------|-----|-------------| +| File Tree | `1` | Browse bot files and packages | +| Editor | `2` | View/edit configuration files | +| Status | `3` | System status and metrics | +| Logs | `4` | Real-time log viewer | +| Chat | `5` | Test bot conversations | + +## Keyboard Navigation + +| Key | Action | +|-----|--------| +| `1-5` | Switch between panels | +| `Tab` | Cycle panels | +| `↑/↓` | Navigate within panel | +| `Enter` | Select/open item | +| `q` | Quit console | +| `?` | Show help | + +## Components + +### File Tree + +Browse `.gbai` folder structure: +- View packages (.gbkb, .gbdialog, .gbtheme) +- Open config.csv for editing +- Navigate bot resources + +### Status Panel + +Real-time system metrics: +- CPU/memory usage +- Active connections +- Bot status +- Database connectivity + +### Log Panel + +Live log streaming with filtering: +- Error highlighting +- Log level filtering +- Search functionality + +### Chat Panel + +Interactive bot testing: +- Send messages to bot +- View responses +- Debug conversation flow + +### Editor + +Basic file editing: +- Syntax highlighting +- Save/reload files +- Config validation + +## Starting the Console + +```bash +./botserver --console +``` + +Or programmatically: + +```rust +let mut ui = XtreeUI::new(); +ui.set_app_state(app_state); +ui.start_ui()?; +``` + +## Progress Channel + +Monitor background tasks: + +```rust +let (tx, rx) = tokio::sync::mpsc::channel(100); +ui.set_progress_channel(rx); + +// Send progress updates +tx.send(ProgressUpdate::new("Loading KB...", 50)).await; +``` + +## Use Cases + +- Server administration without web UI +- SSH-based remote management +- Development and debugging +- Headless server deployments +- Quick configuration changes + +## See Also + +- [Building from Source](../chapter-07-gbapp/building.md) +- [Bot Configuration](../chapter-08-config/README.md) \ No newline at end of file diff --git a/src/appendix-external-services/directory.md b/src/appendix-external-services/directory.md new file mode 100644 index 00000000..6382340e --- /dev/null +++ b/src/appendix-external-services/directory.md @@ -0,0 +1 @@ +# Directory Services diff --git a/src/appendix-external-services/llm-providers.md b/src/appendix-external-services/llm-providers.md new file mode 100644 index 00000000..8e42ca32 --- /dev/null +++ b/src/appendix-external-services/llm-providers.md @@ -0,0 +1,437 @@ +# LLM Providers + +General Bots supports multiple Large Language Model (LLM) providers, both cloud-based services and local deployments. This guide helps you choose the right provider for your use case. + +## Overview + +LLMs are the intelligence behind General Bots' conversational capabilities. You can configure: + +- **Cloud Providers** - External APIs (OpenAI, Anthropic, Groq, etc.) +- **Local Models** - Self-hosted models via llama.cpp +- **Hybrid** - Use local for simple tasks, cloud for complex reasoning + +## Cloud Providers + +### OpenAI (GPT Series) + +The most widely known LLM provider, offering GPT-4 and GPT-4o models. + +| Model | Context | Best For | Speed | +|-------|---------|----------|-------| +| GPT-4o | 128K | General purpose, vision | Fast | +| GPT-4o-mini | 128K | Cost-effective tasks | Very Fast | +| GPT-4 Turbo | 128K | Complex reasoning | Medium | +| o1-preview | 128K | Advanced reasoning, math | Slow | +| o1-mini | 128K | Code, logic tasks | Medium | + +**Configuration:** + +```csv +llm-provider,openai +llm-api-key,sk-xxxxxxxxxxxxxxxxxxxxxxxx +llm-model,gpt-4o +``` + +**Strengths:** +- Excellent general knowledge +- Strong code generation +- Good instruction following +- Vision capabilities (GPT-4o) + +**Considerations:** +- API costs can add up +- Data sent to external servers +- Rate limits apply + +### Anthropic (Claude Series) + +Known for safety, helpfulness, and large context windows. + +| Model | Context | Best For | Speed | +|-------|---------|----------|-------| +| Claude 3.5 Sonnet | 200K | Best balance of capability/speed | Fast | +| Claude 3.5 Haiku | 200K | Quick, everyday tasks | Very Fast | +| Claude 3 Opus | 200K | Most capable, complex tasks | Slow | + +**Configuration:** + +```csv +llm-provider,anthropic +llm-api-key,sk-ant-xxxxxxxxxxxxxxxx +llm-model,claude-3-5-sonnet-20241022 +``` + +**Strengths:** +- Largest context window (200K tokens) +- Excellent at following complex instructions +- Strong coding abilities +- Better at refusing harmful requests + +**Considerations:** +- Premium pricing +- No vision in all models +- Newer provider, smaller ecosystem + +### Groq + +Ultra-fast inference using custom LPU hardware. Offers open-source models at high speed. + +| Model | Context | Best For | Speed | +|-------|---------|----------|-------| +| Llama 3.3 70B | 128K | Complex reasoning | Very Fast | +| Llama 3.1 8B | 128K | Quick responses | Extremely Fast | +| Mixtral 8x7B | 32K | Balanced performance | Very Fast | +| Gemma 2 9B | 8K | Lightweight tasks | Extremely Fast | + +**Configuration:** + +```csv +llm-provider,groq +llm-api-key,gsk_xxxxxxxxxxxxxxxx +llm-model,llama-3.3-70b-versatile +``` + +**Strengths:** +- Fastest inference speeds (500+ tokens/sec) +- Competitive pricing +- Open-source models +- Great for real-time applications + +**Considerations:** +- Limited model selection +- Rate limits on free tier +- Models may be less capable than GPT-4/Claude + +### Google (Gemini Series) + +Google's multimodal AI models with strong reasoning capabilities. + +| Model | Context | Best For | Speed | +|-------|---------|----------|-------| +| Gemini 1.5 Pro | 2M | Extremely long documents | Medium | +| Gemini 1.5 Flash | 1M | Fast multimodal | Fast | +| Gemini 2.0 Flash | 1M | Latest capabilities | Fast | + +**Configuration:** + +```csv +llm-provider,google +llm-api-key,AIzaxxxxxxxxxxxxxxxx +llm-model,gemini-1.5-pro +``` + +**Strengths:** +- Largest context window (2M tokens) +- Native multimodal (text, image, video, audio) +- Strong at structured data +- Good coding abilities + +**Considerations:** +- Newer ecosystem +- Some features region-limited +- API changes more frequently + +### Mistral AI + +European AI company offering efficient, open-weight models. + +| Model | Context | Best For | Speed | +|-------|---------|----------|-------| +| Mistral Large | 128K | Complex tasks | Medium | +| Mistral Medium | 32K | Balanced performance | Fast | +| Mistral Small | 32K | Cost-effective | Very Fast | +| Codestral | 32K | Code generation | Fast | + +**Configuration:** + +```csv +llm-provider,mistral +llm-api-key,xxxxxxxxxxxxxxxx +llm-model,mistral-large-latest +``` + +**Strengths:** +- European data sovereignty (GDPR) +- Excellent code generation (Codestral) +- Open-weight models available +- Competitive pricing + +**Considerations:** +- Smaller context than competitors +- Less brand recognition +- Fewer fine-tuning options + +### DeepSeek + +Chinese AI company known for efficient, capable models. + +| Model | Context | Best For | Speed | +|-------|---------|----------|-------| +| DeepSeek-V3 | 128K | General purpose | Fast | +| DeepSeek-R1 | 128K | Reasoning, math | Medium | +| DeepSeek-Coder | 128K | Programming | Fast | + +**Configuration:** + +```csv +llm-provider,deepseek +llm-api-key,sk-xxxxxxxxxxxxxxxx +llm-model,deepseek-chat +llm-server-url,https://api.deepseek.com +``` + +**Strengths:** +- Extremely cost-effective +- Strong reasoning (R1 model) +- Excellent code generation +- Open-weight versions available + +**Considerations:** +- Data processed in China +- Newer provider +- May have content restrictions + +## Local Models + +Run models on your own hardware for privacy, cost control, and offline operation. + +### Setting Up Local LLM + +General Bots uses **llama.cpp** server for local inference: + +```csv +llm-provider,local +llm-server-url,https://localhost:8081 +llm-model,DeepSeek-R1-Distill-Qwen-1.5B +``` + +### Recommended Local Models + +#### For High-End GPU (24GB+ VRAM) + +| Model | Size | VRAM | Quality | +|-------|------|------|---------| +| GPT-OSS 120B Q4 | 70GB | 48GB+ | Excellent | +| Llama 3.1 70B Q4 | 40GB | 48GB+ | Excellent | +| DeepSeek-R1 32B Q4 | 20GB | 24GB | Very Good | +| Qwen 2.5 72B Q4 | 42GB | 48GB+ | Excellent | + +#### For Mid-Range GPU (12-16GB VRAM) + +| Model | Size | VRAM | Quality | +|-------|------|------|---------| +| GPT-OSS 20B F16 | 40GB | 16GB | Very Good | +| Llama 3.1 8B Q8 | 9GB | 12GB | Good | +| DeepSeek-R1-Distill 14B Q4 | 8GB | 12GB | Good | +| Mistral Nemo 12B Q4 | 7GB | 10GB | Good | + +#### For Small GPU or CPU (8GB VRAM or less) + +| Model | Size | VRAM | Quality | +|-------|------|------|---------| +| DeepSeek-R1-Distill 1.5B Q4 | 1GB | 4GB | Basic | +| Phi-3 Mini 3.8B Q4 | 2.5GB | 6GB | Acceptable | +| Gemma 2 2B Q8 | 3GB | 6GB | Acceptable | +| Qwen 2.5 3B Q4 | 2GB | 4GB | Basic | + +### Model Download URLs + +Add models to `installer.rs` data_download_list: + +```rust +// GPT-OSS 20B - Recommended for small GPU +"https://huggingface.co/unsloth/gpt-oss-20b-GGUF/resolve/main/gpt-oss-20b-F16.gguf" + +// DeepSeek R1 Distill - For CPU or minimal GPU +"https://huggingface.co/unsloth/DeepSeek-R1-Distill-Qwen-1.5B-GGUF/resolve/main/DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf" + +// Llama 3.1 8B - Good balance +"https://huggingface.co/bartowski/Meta-Llama-3.1-8B-Instruct-GGUF/resolve/main/Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf" +``` + +### Embedding Models + +For vector search, you need an embedding model: + +```csv +embedding-provider,local +embedding-server-url,https://localhost:8082 +embedding-model,bge-small-en-v1.5 +``` + +Recommended embedding models: + +| Model | Dimensions | Size | Quality | +|-------|------------|------|---------| +| bge-small-en-v1.5 | 384 | 130MB | Good | +| bge-base-en-v1.5 | 768 | 440MB | Better | +| bge-large-en-v1.5 | 1024 | 1.3GB | Best | +| nomic-embed-text | 768 | 550MB | Good | + +## Hybrid Configuration + +Use different models for different tasks: + +```csv +# Primary model for complex conversations +llm-provider,anthropic +llm-model,claude-3-5-sonnet-20241022 + +# Fast model for simple tasks +llm-fast-provider,groq +llm-fast-model,llama-3.1-8b-instant + +# Local fallback for offline operation +llm-fallback-provider,local +llm-fallback-model,DeepSeek-R1-Distill-Qwen-1.5B + +# Embeddings always local +embedding-provider,local +embedding-model,bge-small-en-v1.5 +``` + +## Model Selection Guide + +### By Use Case + +| Use Case | Recommended | Why | +|----------|-------------|-----| +| Customer support | Claude 3.5 Sonnet | Best at following guidelines | +| Code generation | DeepSeek-Coder, GPT-4o | Specialized for code | +| Document analysis | Gemini 1.5 Pro | 2M context window | +| Real-time chat | Groq Llama 3.1 8B | Fastest responses | +| Privacy-sensitive | Local DeepSeek-R1 | No external data transfer | +| Cost-sensitive | DeepSeek-V3, Local | Lowest cost per token | +| Complex reasoning | Claude 3 Opus, o1 | Best reasoning ability | + +### By Budget + +| Budget | Recommended Setup | +|--------|-------------------| +| Free | Local models only | +| Low ($10-50/mo) | Groq + Local fallback | +| Medium ($50-200/mo) | GPT-4o-mini + Claude Haiku | +| High ($200+/mo) | GPT-4o + Claude Sonnet | +| Enterprise | Private deployment + premium APIs | + +## Configuration Reference + +### Environment Variables + +```bash +# Primary LLM +LLM_PROVIDER=openai +LLM_API_KEY=sk-xxx +LLM_MODEL=gpt-4o +LLM_SERVER_URL=https://api.openai.com + +# Local LLM Server +LLM_LOCAL_URL=https://localhost:8081 +LLM_LOCAL_MODEL=DeepSeek-R1-Distill-Qwen-1.5B + +# Embedding +EMBEDDING_PROVIDER=local +EMBEDDING_URL=https://localhost:8082 +EMBEDDING_MODEL=bge-small-en-v1.5 +``` + +### config.csv Parameters + +| Parameter | Description | Example | +|-----------|-------------|---------| +| `llm-provider` | Provider name | `openai`, `anthropic`, `local` | +| `llm-api-key` | API key for cloud providers | `sk-xxx` | +| `llm-model` | Model identifier | `gpt-4o` | +| `llm-server-url` | API endpoint | `https://api.openai.com` | +| `llm-server-ctx-size` | Context window size | `128000` | +| `llm-temperature` | Response randomness (0-2) | `0.7` | +| `llm-max-tokens` | Maximum response length | `4096` | +| `llm-cache-enabled` | Enable semantic caching | `true` | +| `llm-cache-ttl` | Cache time-to-live (seconds) | `3600` | + +## Security Considerations + +### Cloud Providers + +- API keys should be stored in environment variables or secrets manager +- Consider data residency requirements (EU: Mistral, US: OpenAI) +- Review provider data retention policies +- Use separate keys for production/development + +### Local Models + +- All data stays on your infrastructure +- No internet required after model download +- Full control over model versions +- Consider GPU security for sensitive deployments + +## Performance Optimization + +### Caching + +Enable semantic caching to reduce API calls: + +```csv +llm-cache-enabled,true +llm-cache-ttl,3600 +llm-cache-similarity-threshold,0.92 +``` + +### Batching + +For bulk operations, use batch APIs when available: + +```csv +llm-batch-enabled,true +llm-batch-size,10 +``` + +### Context Management + +Optimize context window usage: + +```csv +llm-context-compaction,true +llm-max-history-turns,10 +llm-summarize-long-contexts,true +``` + +## Troubleshooting + +### Common Issues + +**API Key Invalid** +- Verify key is correct and not expired +- Check if key has required permissions +- Ensure billing is active + +**Model Not Found** +- Check model name spelling +- Verify model is available in your region +- Some models require waitlist access + +**Rate Limits** +- Implement exponential backoff +- Use caching to reduce calls +- Consider upgrading API tier + +**Local Model Slow** +- Check GPU memory usage +- Reduce context size +- Use quantized models (Q4 instead of F16) + +### Logging + +Enable LLM logging for debugging: + +```csv +llm-log-requests,true +llm-log-responses,false +llm-log-timing,true +``` + +## Next Steps + +- [LLM Configuration](../chapter-08-config/llm-config.md) - Detailed configuration guide +- [Semantic Caching](../chapter-03/caching.md) - Cache configuration +- [NVIDIA GPU Setup](../chapter-09-api/nvidia-gpu-setup.md) - GPU configuration for local models \ No newline at end of file diff --git a/src/appendix-external-services/multimodal.md b/src/appendix-external-services/multimodal.md new file mode 100644 index 00000000..7ce972d8 --- /dev/null +++ b/src/appendix-external-services/multimodal.md @@ -0,0 +1,143 @@ +# Multimodal Module + +Image, video, and audio generation with vision/captioning capabilities. + +## Overview + +The multimodal module connects to BotModels server for AI-powered media generation and analysis. + +## BASIC Keywords + +| Keyword | Purpose | +|---------|---------| +| `IMAGE` | Generate image from text prompt | +| `VIDEO` | Generate video from text prompt | +| `AUDIO` | Generate speech audio from text | +| `SEE` | Describe/caption an image or video | + +## IMAGE + +Generate an image from a text prompt: + +```basic +url = IMAGE "A sunset over mountains with a lake" +TALK "Here's your image: " + url +``` + +Timeout: 300 seconds (5 minutes) + +## VIDEO + +Generate a video from a text prompt: + +```basic +url = VIDEO "A cat playing with a ball of yarn" +TALK "Here's your video: " + url +``` + +Timeout: 600 seconds (10 minutes) + +## AUDIO + +Generate speech audio from text: + +```basic +url = AUDIO "Welcome to our service. How can I help you today?" +PLAY url +``` + +## SEE + +Get a description of an image or video: + +```basic +description = SEE "path/to/image.jpg" +TALK "I see: " + description +``` + +## Configuration + +Add to `config.csv`: + +```csv +botmodels-enabled,true +botmodels-host,localhost +botmodels-port,5000 +botmodels-api-key,your-api-key +botmodels-use-https,false +``` + +### Image Generation Config + +```csv +botmodels-image-model,stable-diffusion +botmodels-image-steps,20 +botmodels-image-width,512 +botmodels-image-height,512 +``` + +### Video Generation Config + +```csv +botmodels-video-model,text2video +botmodels-video-frames,16 +botmodels-video-fps,8 +``` + +## BotModels Client + +Rust API for direct integration: + +```rust +let client = BotModelsClient::from_state(&state, &bot_id); + +if client.is_enabled() { + let image_url = client.generate_image("A beautiful garden").await?; + let description = client.describe_image("path/to/photo.jpg").await?; +} +``` + +### Available Methods + +| Method | Description | +|--------|-------------| +| `generate_image(prompt)` | Create image from text | +| `generate_video(prompt)` | Create video from text | +| `generate_audio(text)` | Create speech audio | +| `describe_image(path)` | Get image caption | +| `describe_video(path)` | Get video description | +| `speech_to_text(audio_path)` | Transcribe audio | +| `health_check()` | Check BotModels server status | + +## Response Structures + +### GenerationResponse + +```json +{ + "status": "success", + "file_path": "/path/to/generated/file.png", + "generation_time": 12.5, + "error": null +} +``` + +### DescribeResponse + +```json +{ + "description": "A golden retriever playing fetch in a park", + "confidence": 0.92 +} +``` + +## Requirements + +- BotModels server running (separate service) +- GPU recommended for generation tasks +- Sufficient disk space for generated media + +## See Also + +- [NVIDIA Module](./nvidia.md) - GPU monitoring +- [PLAY Keyword](../chapter-06-gbdialog/keyword-play.md) - Play generated audio \ No newline at end of file diff --git a/src/appendix-external-services/nvidia.md b/src/appendix-external-services/nvidia.md new file mode 100644 index 00000000..c45ed487 --- /dev/null +++ b/src/appendix-external-services/nvidia.md @@ -0,0 +1,76 @@ +# NVIDIA GPU Module + +System monitoring for NVIDIA GPU utilization and performance metrics. + +## Overview + +This module provides GPU monitoring capabilities when NVIDIA hardware is available, useful for tracking resource usage during LLM inference and multimodal generation tasks. + +## Feature Flag + +Enabled via Cargo feature: + +```toml +[features] +nvidia = [] +``` + +## Functions + +### has_nvidia_gpu() + +Check if NVIDIA GPU is available: + +```rust +if nvidia::has_nvidia_gpu() { + // GPU acceleration available +} +``` + +Returns `true` if `nvidia-smi` command succeeds. + +### get_gpu_utilization() + +Get current GPU and memory utilization: + +```rust +let util = nvidia::get_gpu_utilization()?; +let gpu_percent = util.get("gpu"); // GPU compute utilization % +let mem_percent = util.get("memory"); // GPU memory utilization % +``` + +### get_system_metrics() + +Get combined CPU and GPU metrics: + +```rust +let metrics = nvidia::get_system_metrics()?; +println!("CPU: {}%", metrics.cpu_usage); +if let Some(gpu) = metrics.gpu_usage { + println!("GPU: {}%", gpu); +} +``` + +## SystemMetrics Struct + +| Field | Type | Description | +|-------|------|-------------| +| `cpu_usage` | `f32` | CPU utilization percentage | +| `gpu_usage` | `Option` | GPU utilization (None if no NVIDIA GPU) | + +## Requirements + +- NVIDIA GPU with driver installed +- `nvidia-smi` command available in PATH + +## Use Cases + +- Monitor GPU during image/video generation +- Track resource usage for LLM inference +- Capacity planning for bot deployments +- Performance dashboards + +## See Also + +- [Multimodal Module](./multimodal.md) +- [Time-Series Database](./timeseries.md) - Store GPU metrics over time \ No newline at end of file diff --git a/src/appendix-external-services/storage.md b/src/appendix-external-services/storage.md new file mode 100644 index 00000000..280d8090 --- /dev/null +++ b/src/appendix-external-services/storage.md @@ -0,0 +1 @@ +# Storage Services diff --git a/src/appendix-external-services/timeseries.md b/src/appendix-external-services/timeseries.md new file mode 100644 index 00000000..795c8737 --- /dev/null +++ b/src/appendix-external-services/timeseries.md @@ -0,0 +1,85 @@ +# Time-Series Database Module + +InfluxDB 3 integration for metrics, analytics, and operational data. + +## Overview + +High-performance time-series storage supporting 2.5M+ points/sec ingestion with async batching. + +## Configuration + +Add to `config.csv`: + +```csv +influxdb-url,http://localhost:8086 +influxdb-token,your-token +influxdb-org,pragmatismo +influxdb-bucket,metrics +``` + +Or environment variables: + +```bash +INFLUXDB_URL=http://localhost:8086 +INFLUXDB_TOKEN=your-token +INFLUXDB_ORG=pragmatismo +INFLUXDB_BUCKET=metrics +``` + +## Metric Points + +Structure: + +| Field | Description | +|-------|-------------| +| `measurement` | Metric name (e.g., "messages", "response_time") | +| `tags` | Indexed key-value pairs for filtering | +| `fields` | Actual metric values | +| `timestamp` | When the metric was recorded | + +## Built-in Metrics + +| Measurement | Tags | Fields | +|-------------|------|--------| +| `messages` | bot, channel, user | count | +| `response_time` | bot, endpoint | duration_ms | +| `llm_tokens` | bot, model, type | input, output, total | +| `kb_queries` | bot, collection | count, latency_ms | +| `errors` | bot, type, severity | count | + +## Usage in Rust + +```rust +let client = TimeSeriesClient::new(config).await?; + +client.write_point( + MetricPoint::new("messages") + .tag("bot", "sales-bot") + .tag("channel", "whatsapp") + .field_i64("count", 1) +).await?; +``` + +## Querying + +REST endpoint for analytics: + +``` +GET /api/analytics/timeseries/messages?range=24h +GET /api/analytics/timeseries/response_time?range=7d +``` + +## Installation + +The timeseries_db component is installed via package manager: + +```bash +gb install timeseries_db +``` + +Ports: 8086 (HTTP API), 8083 (RPC) + +## See Also + +- [Analytics Module](../chapter-04-gbui/apps/analytics.md) +- [Observability Setup](./observability.md) \ No newline at end of file diff --git a/src/appendix-external-services/weather.md b/src/appendix-external-services/weather.md new file mode 100644 index 00000000..a227f364 --- /dev/null +++ b/src/appendix-external-services/weather.md @@ -0,0 +1,318 @@ +# Weather API Integration + +The `WEATHER` and `FORECAST` keywords provide real-time weather information and multi-day forecasts using the OpenWeatherMap API. + +## Keywords Overview + +| Keyword | Purpose | +|---------|---------| +| `WEATHER` | Get current weather conditions for a location | +| `FORECAST` | Get extended weather forecast for multiple days | + +## WEATHER + +Retrieves current weather conditions for a specified location. + +### Syntax + +```basic +result = WEATHER location +``` + +### Parameters + +| Parameter | Type | Description | +|-----------|------|-------------| +| `location` | String | City name, optionally with country code (e.g., "London" or "London,UK") | + +### Return Value + +Returns a formatted string containing: +- Temperature (current and feels-like) +- Weather conditions description +- Humidity percentage +- Wind speed and direction +- Visibility +- Atmospheric pressure + +### Example + +```basic +' Get current weather for London +weather = WEATHER "London" +TALK weather + +' Output: +' Current weather in London: +' 🌡️ Temperature: 15.2°C (feels like 14.5°C) +' ☁️ Conditions: Partly cloudy +' 💧 Humidity: 65% +' 💨 Wind: 3.5 m/s NE +' 🔍 Visibility: 10.0 km +' 📊 Pressure: 1013 hPa +``` + +## FORECAST + +Retrieves an extended weather forecast for multiple days. + +### Syntax + +```basic +result = FORECAST location, days +``` + +### Parameters + +| Parameter | Type | Description | +|-----------|------|-------------| +| `location` | String | City name, optionally with country code | +| `days` | Integer | Number of days to forecast (1-5, default: 5) | + +### Example + +```basic +' Get 5-day forecast for Paris +forecast = FORECAST "Paris,FR", 5 +TALK forecast + +' Output: +' Weather forecast for Paris: +' +' 📅 2024-03-15 +' 🌡️ High: 18.5°C, Low: 12.3°C +' ☁️ Scattered clouds +' ☔ Rain chance: 20% +' +' 📅 2024-03-16 +' 🌡️ High: 20.1°C, Low: 13.0°C +' ☁️ Clear sky +' ☔ Rain chance: 5% +' ... +``` + +## Complete Example: Weather Bot + +```basic +' weather-assistant.bas +' A conversational weather assistant + +TALK "Hello! I can help you with weather information." +TALK "Which city would you like to know about?" + +HEAR city + +TALK "Would you like the current weather or a forecast?" +HEAR choice + +IF INSTR(LOWER(choice), "forecast") > 0 THEN + TALK "How many days? (1-5)" + HEAR days + + IF NOT IS_NUMERIC(days) THEN + days = 5 + END IF + + result = FORECAST city, days + TALK result +ELSE + result = WEATHER city + TALK result +END IF + +TALK "Is there another city you'd like to check?" +``` + +## Weather-Based Automation + +```basic +' weather-alert.bas +' Send alerts based on weather conditions + +cities = ["New York", "London", "Tokyo", "Sydney"] + +FOR EACH city IN cities + weather = WEATHER city + + ' Check for extreme conditions + IF INSTR(weather, "storm") > 0 OR INSTR(weather, "heavy rain") > 0 THEN + SEND MAIL "alerts@company.com", "Weather Alert: " + city, weather + END IF +NEXT +``` + +## Daily Weather Report + +```basic +' daily-weather.bas +' Generate a daily weather report for multiple locations + +locations = ["San Francisco,US", "Austin,US", "Seattle,US"] +report = "☀️ Daily Weather Report\n\n" + +FOR EACH loc IN locations + weather = WEATHER loc + report = report + weather + "\n\n---\n\n" +NEXT + +' Send the compiled report +SEND MAIL "team@company.com", "Daily Weather Update", report +``` + +## Travel Planning Assistant + +```basic +' travel-weather.bas +' Help users plan travel based on weather + +TALK "Where are you planning to travel?" +HEAR destination + +TALK "When are you planning to go? (Please provide a date)" +HEAR travel_date + +' Get forecast for destination +forecast = FORECAST destination, 5 +TALK "Here's the weather forecast for " + destination + ":" +TALK forecast + +TALK "Based on the forecast, would you like packing suggestions?" +HEAR wants_suggestions + +IF LOWER(wants_suggestions) = "yes" THEN + weather = WEATHER destination + + IF INSTR(weather, "rain") > 0 THEN + TALK "🌂 Don't forget to pack an umbrella and rain jacket!" + END IF + + IF INSTR(weather, "Temperature: 2") > 0 OR INSTR(weather, "Temperature: 3") > 0 THEN + TALK "🩳 It's warm! Pack light clothing and sunscreen." + ELSE IF INSTR(weather, "Temperature: 0") > 0 OR INSTR(weather, "Temperature: 1") > 0 THEN + TALK "🧥 It's cool. Bring a light jacket." + ELSE + TALK "🧣 It's cold! Pack warm layers and a coat." + END IF +END IF +``` + +## Weather Data Structure + +The `WeatherData` object returned internally contains: + +| Field | Type | Description | +|-------|------|-------------| +| `location` | String | Resolved location name | +| `temperature` | Float | Current temperature in Celsius | +| `temperature_unit` | String | Temperature unit (°C) | +| `description` | String | Weather condition description | +| `humidity` | Integer | Humidity percentage (0-100) | +| `wind_speed` | Float | Wind speed in m/s | +| `wind_direction` | String | Compass direction (N, NE, E, etc.) | +| `feels_like` | Float | "Feels like" temperature | +| `pressure` | Integer | Atmospheric pressure in hPa | +| `visibility` | Float | Visibility in kilometers | +| `uv_index` | Float (optional) | UV index if available | +| `forecast` | Array | Forecast data (for FORECAST keyword) | + +## Forecast Day Structure + +Each forecast day contains: + +| Field | Type | Description | +|-------|------|-------------| +| `date` | String | Date in YYYY-MM-DD format | +| `temp_high` | Float | Maximum temperature | +| `temp_low` | Float | Minimum temperature | +| `description` | String | Weather conditions | +| `rain_chance` | Integer | Probability of precipitation (0-100%) | + +## Configuration + +To use the weather keywords, configure your OpenWeatherMap API key in `config.csv`: + +| Key | Description | Required | +|-----|-------------|----------| +| `weather-api-key` | OpenWeatherMap API key | Yes | + +### Getting an API Key + +1. Visit [OpenWeatherMap](https://openweathermap.org/api) +2. Create a free account +3. Navigate to "API Keys" in your dashboard +4. Generate a new API key +5. Add to your bot's `config.csv`: + +```csv +weather-api-key,your-api-key-here +``` + +## Wind Direction Compass + +Wind direction is converted from degrees to compass directions: + +| Degrees | Direction | +|---------|-----------| +| 0° | N (North) | +| 45° | NE (Northeast) | +| 90° | E (East) | +| 135° | SE (Southeast) | +| 180° | S (South) | +| 225° | SW (Southwest) | +| 270° | W (West) | +| 315° | NW (Northwest) | + +## Error Handling + +```basic +' Handle weather API errors gracefully +ON ERROR GOTO weather_error + +weather = WEATHER "Unknown City XYZ" +TALK weather +END + +weather_error: + TALK "Sorry, I couldn't get weather information for that location." + TALK "Please check the city name and try again." +END +``` + +## Rate Limits + +The OpenWeatherMap free tier includes: +- 60 calls per minute +- 1,000,000 calls per month + +For higher limits, consider upgrading to a paid plan. + +## Best Practices + +1. **Use country codes**: For accuracy, include country codes (e.g., "Paris,FR" instead of just "Paris"). + +2. **Cache results**: Weather data doesn't change frequently—consider caching results for 10-15 minutes. + +3. **Handle timeouts**: Weather API calls have a 10-second timeout. Handle failures gracefully. + +4. **Validate locations**: Check if the location is valid before making API calls. + +5. **Localization**: Consider user preferences for temperature units (Celsius vs Fahrenheit). + +## Fallback Behavior + +If the OpenWeatherMap API is unavailable, the system will: +1. Log the error +2. Attempt a fallback weather service (if configured) +3. Return a user-friendly error message + +## Related Keywords + +- [GET](../chapter-06-gbdialog/keyword-get.md) - Make custom HTTP requests to weather APIs +- [SET SCHEDULE](../chapter-06-gbdialog/keyword-set-schedule.md) - Schedule regular weather checks +- [SEND MAIL](../chapter-06-gbdialog/keyword-send-mail.md) - Send weather alerts via email +- [SEND SMS](../chapter-06-gbdialog/keyword-sms.md) - Send weather alerts via SMS + +## See Also + +- [OpenWeatherMap API Documentation](https://openweathermap.org/api) +- [API Tool Generator](../chapter-06-gbdialog/keyword-use-tool.md) - Create custom weather integrations \ No newline at end of file diff --git a/src/assets/api-comparison-matrix.svg b/src/assets/api-comparison-matrix.svg new file mode 100644 index 00000000..e4cbecfc --- /dev/null +++ b/src/assets/api-comparison-matrix.svg @@ -0,0 +1,207 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + API Migration Matrix + Enterprise Cloud APIs → General Bots Keywords + + + + + + Cloud Platform + + + + + + General Bots + + + + + MIGRATION PATH + + + + + + + + Email / Mail + Messages, Send, Folders + → + SEND MAIL keyword + SEND MAIL TO email SUBJECT s BODY b + + READY + + + + + + + Calendar Events + Events, Scheduling, Free/Busy + → + BOOK keyword + Calendar API + BOOK "Meeting" AT datetime + + READY + + + + + + + Cloud Storage / Files + Files, Versions, Sharing + → + SeaweedFS + File Keywords + READ, WRITE, LIST, COPY, MOVE, DELETE + + READY + + + + + + + Tasks / Planning + Tasks, Lists, Assignments + → + CREATE TASK + Projects + CREATE TASK "title" DUE date IN PROJECT id + + READY + + + + + + + Team Messaging + Chat, Channels, Messages + → + TALK + Multi-Channel + Web, WhatsApp, Teams, Slack, Telegram + + READY + + + + + + + Users / Directory + Users, Groups, Permissions + → + Zitadel IAM + Users API + OIDC/OAuth2 + SCIM provisioning + + READY + + + + + + + Workflow Automation + Flows, Triggers, Connectors + → + BASIC Scripts + SET SCHEDULE + 90+ keywords, webhooks, cron, full logic + + BETTER + + + + + + + 100% + Feature Parity + + + + + 90+ + BASIC Keywords + + + + + $0 + Per-User Licensing + + + + + Self-Hosted + Full Data Sovereignty + + diff --git a/src/assets/architecture-overview.svg b/src/assets/architecture-overview.svg new file mode 100644 index 00000000..67b998de --- /dev/null +++ b/src/assets/architecture-overview.svg @@ -0,0 +1,234 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + General Bots Architecture + Single binary • Zero dependencies • Production ready + + + + CHANNELS + + + + + W + Web Chat + WebSocket + + + + + WA + WhatsApp + Business API + + + + + T + Teams + Bot Framework + + + + + V + Voice + LiveKit + + + + + + + + + + + + + CORE RUNTIME + + + + + + BotServer (Rust) + + + + Session Manager + Tokio Async Runtime + + + + BASIC Interpreter + 90+ Keywords + + + + LLM Integration + OpenAI, Anthropic, Local + + + + Package Manager + .gbai, .gbkb, .gbdialog + + + + RAG Engine + Qdrant Vectors + + + + Tool Executor + Function Calling + + + + REST API + Axum Server + + + + PostgreSQL + SeaweedFS + Valkey + Zitadel + Stalwart + + + + + + + + + + + + OUTPUT + + + + + 💬 + Conversations + Text, Voice, Rich Media + + + + + ⚡ + Automations + Webhooks, Schedules + + + + + 📊 + Data & Files + Drive, Mail, Calendar + + + + + + + + + Single Binary + + + + + Self-Hosted + + + + + Open Source + + + + + AI-First + + + + + No Forms + + + diff --git a/src/assets/architecture.svg b/src/assets/architecture.svg new file mode 100644 index 00000000..05358ed2 --- /dev/null +++ b/src/assets/architecture.svg @@ -0,0 +1,226 @@ + + + + + + + + + + + + + + + + + + General Bots Architecture + Single binary with everything included - no external dependencies + + + Interface Layer + Core Runtime + Processing + + + + + + + Web Server + + + + Console UI + + + + BASIC Interpreter + + + + LLM Integration + + + + Package Manager + + + + BotModels (AI) + + + + Session Manager (Tokio Async Runtime) + + + + Channels + + + + External API + + + + + PostgreSQL + + + + Valkey Cache + + + + Qdrant Vectors + + + + SeaweedFS + + + + .gbkb (Docs) | .gbdialog (Scripts) | .gbot (Config) + Templates | User Assets + + + + Zitadel (IAM) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Request + Web/Console + + Process + BASIC + LLM + + Decide + AI Routing + + Execute + Tools + APIs + + Respond + Multi-Channel + + + + + Component Types: + + + Interface / Routing + + + Processing / Scripts + + + AI / ML / Decision + + + Execution / Storage + + + Output / Response + + + + + Rust-powered single binary serving web UI, BASIC scripting, LLM orchestration, and multi-channel messaging + + + Auto-installed infrastructure: PostgreSQL, Valkey, Qdrant, SeaweedFS, Zitadel - zero external dependencies + + diff --git a/src/assets/architecture.svg.backup b/src/assets/architecture.svg.backup new file mode 100644 index 00000000..6ef3e8dd --- /dev/null +++ b/src/assets/architecture.svg.backup @@ -0,0 +1,79 @@ + + + + + + + BotServer (Single Binary) + + + + + + Web Server + (Axum) + + + + BASIC + Interpreter + (Rhai) + + + + LLM + Integration + + + + + + + + + + + + Session Manager (Tokio) + + + + + + + + + + + + + PostgreSQL + Database + + + + Valkey + Cache + + + + Qdrant + Vectors + + + + + Object Storage (SeaweedFS/S3) + + + + + Documents + + + Templates + + + Assets + + diff --git a/src/assets/botmodels-architecture.svg b/src/assets/botmodels-architecture.svg new file mode 100644 index 00000000..c6146a65 --- /dev/null +++ b/src/assets/botmodels-architecture.svg @@ -0,0 +1,182 @@ + + + + + + + + + + + + + + + + BotServer ↔ BotModels Integration + Rust backend calling Python AI services over HTTPS + + + + + + botserver (Rust) + + + + BASIC Interpreter + + + LLM Integration + + + + BASIC Keywords + • IMAGE prompt + • VIDEO prompt + • AUDIO text + • SEE image + • HEAR AS AUDIO + + + + config.csv + botmodels-url, botmodels-enabled + + + + botmodels (Python) + + + + Image Service + Stable Diffusion + + + Video Service + Zeroscope + + + Speech Service + TTS / Whisper + + + Vision Service + BLIP2 / QRCode + + + + FastAPI Endpoints + /api/v1/image/generate + /api/v1/video/generate + /api/v1/speech/to-text + /api/v1/vision/describe + + + + + HTTPS + JSON / Binary + + + + outputs/ (Generated Files) + Images, Videos, Audio files served via /outputs + + + + + + + + + + + + + + + + + + + + + + + + BASIC Keyword + HTTP Request + AI Processing + Generate + Return URL + + + + + + Rust Backend + + + Python AI + + + Processing + + + Output + + + Config/API + + + + + BotModels runs as a separate Python service for GPU-accelerated AI inference + + + Enable with: botmodels-enabled=true and botmodels-url=http://localhost:8001 + + diff --git a/src/assets/chapter-01/bootstrap-process.svg b/src/assets/chapter-01/bootstrap-process.svg new file mode 100644 index 00000000..55bc897e --- /dev/null +++ b/src/assets/chapter-01/bootstrap-process.svg @@ -0,0 +1,98 @@ + + + + + + + + + Auto-Bootstrap Process + + + + ./botserver + + + + + + + Detect System + (Linux/Mac) + + + + + + + Auto-Bootstrap Process + + + + + + PostgreSQL + 16.2 + ✓ Install + ✓ Configure + ✓ Migrate + + + + Valkey + Cache + ✓ Install + ✓ Configure + ✓ Start + + + + SeaweedFS + Storage + ✓ Install + ✓ Configure + ✓ Start + + + + Qdrant + Vectors + ✓ Install + ✓ Configure + ✓ Start + + + + + LLM Models (Optional) + ✓ Download BGE embeddings + ✓ Download Llama model (if local) + + + + + + + Generate .env file + • Secure passwords + • Connection URLs + • Port assignments + + + + + + + Load Templates + • Scan .gbai dirs + • Create bots + • Index documents + + + + + + + Start Web Server + localhost:8080 + diff --git a/src/assets/chapter-01/quick-start-bootstrap-wide.svg b/src/assets/chapter-01/quick-start-bootstrap-wide.svg new file mode 100644 index 00000000..4da3ee46 --- /dev/null +++ b/src/assets/chapter-01/quick-start-bootstrap-wide.svg @@ -0,0 +1,188 @@ + + + + + + + + + + + + + + Bootstrap Flow + + + + + + + ./botserver + + + + + + + + + OS Detection + + + + + + + + + Component Installation + + + + PostgreSQL + + + Valkey + + + SeaweedFS + + + Qdrant + + + + + + + + + + + + + + + + + Configuration & Setup + + + + + + + + + Bot Deployment + + + + Scan templates/ directory + + + + + + + Load .gbai packages + + + + + + + Start Web Server + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Start + Detect + Install & Configure + Deploy + + + + + Automatic bootstrap process: detect OS, install components, configure, and deploy + + + Zero configuration required - everything runs from a single binary + + + + + + + + + + diff --git a/src/assets/chapter-01/quick-start-bootstrap.svg b/src/assets/chapter-01/quick-start-bootstrap.svg new file mode 100644 index 00000000..4da3ee46 --- /dev/null +++ b/src/assets/chapter-01/quick-start-bootstrap.svg @@ -0,0 +1,188 @@ + + + + + + + + + + + + + + Bootstrap Flow + + + + + + + ./botserver + + + + + + + + + OS Detection + + + + + + + + + Component Installation + + + + PostgreSQL + + + Valkey + + + SeaweedFS + + + Qdrant + + + + + + + + + + + + + + + + + Configuration & Setup + + + + + + + + + Bot Deployment + + + + Scan templates/ directory + + + + + + + Load .gbai packages + + + + + + + Start Web Server + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Start + Detect + Install & Configure + Deploy + + + + + Automatic bootstrap process: detect OS, install components, configure, and deploy + + + Zero configuration required - everything runs from a single binary + + + + + + + + + + diff --git a/src/assets/chapter-01/session-manager.svg b/src/assets/chapter-01/session-manager.svg new file mode 100644 index 00000000..26e6bd3a --- /dev/null +++ b/src/assets/chapter-01/session-manager.svg @@ -0,0 +1,103 @@ + + + + + + + + + + + + + Session Manager Architecture + + + + User Input + + + + Bot Response + + + + + + + + WebSocket + /HTTP + + + WebSocket + /HTTP + + + + + + + + Session Manager + + + + 1. Validate Token + 2. Load Session + 3. Update State + + 4. Execute BASIC + 5. Generate Response + 6. Save History + + + + + + + + + Valkey + (Cache) + + + PostgreSQL + (Persist) + + + + Sync Every + Message + + + + + 1 + + + 2 + + + 3 + + + 4 + + + 5 + + + + + + Key Features + + + • Real-time WebSocket support + • Automatic session persistence + • Redis-compatible caching + • ACID compliance + + + diff --git a/src/assets/chapter-01/session-states.svg b/src/assets/chapter-01/session-states.svg new file mode 100644 index 00000000..96fdece8 --- /dev/null +++ b/src/assets/chapter-01/session-states.svg @@ -0,0 +1,79 @@ + + + + + + + + + Session State Flow + + + + Browser + Opens + + + + + + + CREATE + New UUID + Token Gen + + + + + + + ACTIVE + Chatting + Messages + + + + + + + IDLE + No Input + 30min Timer + + + + User Returns + + + + + + + EXPIRE + 7d Anon + Never Auth + + + + Retry + + + + + + + CLEANUP + Archive + Delete + + + + Instant + Active use + 30 minutes + 7 days / Never + Permanent + + diff --git a/src/assets/chapter-01/tool-execution-flow.svg b/src/assets/chapter-01/tool-execution-flow.svg new file mode 100644 index 00000000..dd4b4224 --- /dev/null +++ b/src/assets/chapter-01/tool-execution-flow.svg @@ -0,0 +1,105 @@ + + + + + + + + + Tool Execution Flow + + + + User: "I want to enroll in + Computer Science" + + + + + + + LLM Analyzes + "enrollment need" + Intent detection + + + + + + + Scan Available Tools + + + • enrollment.bas ✓ + • other-tools.bas + + + + + + + + Collect Parameters + + + • name: (ask user) + • email: (ask user) + • course: "Comp Sci" + + + + + + + + Execute enrollment.bas + + + • Save to CSV + • Return confirmation + + + + + + + + "Welcome to Computer Science!" + Confirmation sent to user + + + + + ~100ms + ~50ms + Interactive + ~200ms + Instant + + + Natural language + understanding + + Tool discovery + and matching + + Smart parameter + extraction + + BASIC script + execution + + + + + + enrollment.bas + + + ' Student enrollment tool + PARAM name, email, course + SAVE "enrollments.csv", name, email, course, NOW() + TALK "Welcome to " + course + ", " + name + "!" + + + diff --git a/src/assets/chapter-02/package-structure.svg b/src/assets/chapter-02/package-structure.svg new file mode 100644 index 00000000..2405ec44 --- /dev/null +++ b/src/assets/chapter-02/package-structure.svg @@ -0,0 +1,132 @@ + + + + + + + + + Package Structure + + + + my-bot.gbai/ + (Package Root) + + + + + + + + + + + + + + + + + + + + .gbdialog + Dialog Scripts + Conversation Logic + + + + .gbkb + Knowledge Base + Documents + + + + .gbot + Configuration + Bot Settings + + + + .gbtheme + (optional) + UI Theme + + + + .gbdrive + (optional) + File Storage + + + + + + + + + + + + + + + + Scripts + .bas files + + + + Docs + PDF/TXT + + + + Config + .csv + + + + Styles + CSS/HTML + + + + Storage + S3 Link + + + + + Example Directory Structure: + + + botname.gbai/ + ├── botname.gbdialog/ + │ ├── start.bas + │ ├── auth.bas + │ └── tools/ + ├── botname.gbkb/ + │ ├── collection1/ + │ └── collection2/ + ├── botname.gbot/ + │ └── config.csv + └── botname.gbtheme/ + └── default.css + + + + + + + Key Points + + + • Folder name = Bot name + • Only .gbdialog is required + • start.bas is the entry point + • Deploy by copying folder + + + diff --git a/src/assets/chapter-02/template-deployment-flow.svg b/src/assets/chapter-02/template-deployment-flow.svg new file mode 100644 index 00000000..a74a2f55 --- /dev/null +++ b/src/assets/chapter-02/template-deployment-flow.svg @@ -0,0 +1,83 @@ + + + + + + + + + Template Deployment Flow + + + + templates/ + Source folder + + + + + + + SCAN + Find all .gbai folders + + + + + + + VALIDATE + Check required structure + • start.bas exists? + • Folders match name? + + + + + + + UPLOAD + Copy to object storage + • Templates → S3/Drive + • Assets → CDN paths + + + + + + + INDEX + Process knowledge base + • Extract text + • Generate embeddings + • Store in Qdrant + + + + + + + REGISTER + Create in database + • Bot record + • Configuration + • URL mapping + + + + + + + ACTIVATE + Start serving + • /bot-name endpoint + • WebSocket ready + • Sessions enabled + + + + + 5-10s + per bot + + diff --git a/src/assets/chapter-03/caching-architecture.svg b/src/assets/chapter-03/caching-architecture.svg new file mode 100644 index 00000000..80db903d --- /dev/null +++ b/src/assets/chapter-03/caching-architecture.svg @@ -0,0 +1,173 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Semantic Caching Architecture + + + + + User Query + "What's the policy?" + + + + + + + Generate Key + Hash + Embed + + + + + + + Check Valkey + Memory Store + + + + + + + + Hit? + + + + + + + + Embedding Hash + 384D Vector + + + + + + + Semantic Search + Similarity > 0.95 + + + + + ✓ Cache Hit + + + + Miss + + + + Generate New + LLM Response + + + + + + + Store in Valkey + TTL: 3600s + + + + + Performance Metrics + + Hit Rate: ~85% + Latency: <50ms + Cost Reduction: 95% + diff --git a/src/assets/chapter-03/context-window.svg b/src/assets/chapter-03/context-window.svg new file mode 100644 index 00000000..6060dbda --- /dev/null +++ b/src/assets/chapter-03/context-window.svg @@ -0,0 +1,205 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Vector Database Storage Requirements: The Real Mathematics + + + + + + Original Documents + + + 1 TB Total + + + + + + PDF: 400 GB + + + + + DOCX: 250 GB + + + + + XLSX: 150 GB + + + + + TXT: 100 GB + + + + + HTML: 50 GB + + + + + Other: 50 GB + + + + + + Processing + + + + + + Vector DB Storage + + + ~3.5 TB Required + + + + + + Raw Text Extracted + + + ~800 GB (cleaned) + + + Deduplication reduces 20% + + + + + Vector Embeddings + + + ~1.2 TB (384-dim floats) + + + 4 bytes × 384 × ~800M chunks + + + = 1,228 GB + + + + + HNSW Index + + + ~600 GB + + + Graph structure + links + + + + + Metadata + Positions + + + ~400 GB + + + Doc refs, chunks, offsets + + + + + Cache + Auxiliary + + + ~500 GB + + + Query cache, temp indices + + + + + + Storage Multiplication Factor + + + + Original Documents: 1.0 TB + + + Vector DB Total: 3.5 TB + + + Multiplication Factor: 3.5× + + + + With redundancy/backup: + + + Production Total: 7.0 TB (2× replica) + + + + Reality: You need 3.5-7× your document storage + + + + + + Input + + + + + Storage + + + + + Factor + + diff --git a/src/assets/chapter-03/kb-architecture-pipeline.svg b/src/assets/chapter-03/kb-architecture-pipeline.svg new file mode 100644 index 00000000..bd49456f --- /dev/null +++ b/src/assets/chapter-03/kb-architecture-pipeline.svg @@ -0,0 +1,150 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Knowledge Base Architecture Pipeline + + + + + + Document Ingestion Layer + + + PDF • Word • Excel • Text • HTML • Markdown + + + + + + + + + Preprocessing Pipeline + + + Extraction • Cleaning • Normalization • Validation + + + + + + + + + Intelligent Chunking Engine + + + Semantic Segmentation • Overlap Management • Metadata Preservation + + + + + + + + + Embedding Generation + + + BGE Models • Transformer Architecture • Dimensionality: 384/768 + + + + + + + + + Vector Index Layer + + + HNSW Algorithm • Quantization • Distributed Sharding + + + + + + + + + Semantic Retrieval Engine + + + Cosine Similarity • Hybrid Search • Re-ranking • Context Injection + + + + + + Data Flow Direction + + + + + Raw Docs + Clean Text + Chunks + Vectors + Index + Results + + + + + Pipeline processes ~1000 documents/minute • Query latency <50ms (p99) • 95% semantic accuracy + + diff --git a/src/assets/chapter-03/search-pipeline.svg b/src/assets/chapter-03/search-pipeline.svg new file mode 100644 index 00000000..85f380f2 --- /dev/null +++ b/src/assets/chapter-03/search-pipeline.svg @@ -0,0 +1,165 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Semantic Search Pipeline + + + + + + + + + User Query + "What's the return + policy?" + + + + + + + + + Embedding + Transform to + 384D vector + + + + + + + + + Vector Search + Cosine similarity + in vector space + + + + + + + + + Re-ranking + Score & sort + by relevance + + + + + + Active Collections + policies • procedures • faq + + + + + + + + + Retrieved Context + 1. "Refund policy: 30 days..." (0.92) + 2. "Return procedures..." (0.87) + 3. "Warranty information..." (0.81) + + + + + + + + + Context Injection to LLM + Retrieved chunks provided as context for response generation + + + + + + + + + + Automatic + Process + + + + + + Search latency: ~20ms • Embedding: BGE-small (384D) • Similarity threshold: 0.7 • Top-K: 5 chunks + + diff --git a/src/assets/chapter-03/storage-breakdown.svg b/src/assets/chapter-03/storage-breakdown.svg new file mode 100644 index 00000000..6ab636f8 --- /dev/null +++ b/src/assets/chapter-03/storage-breakdown.svg @@ -0,0 +1,235 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + LLM Context Compression Strategies + + + + + + + + Original Context: 10,000 tokens + + + + + + + + + + + + + + + + + + Compression Level 4 + + + + + + + Compressed Context: 4,096 tokens (fits LLM window) + + + + + + + + + + + + + + + + Compression Techniques (Level 4) + + + + + + + Semantic Deduplication + + + • Remove redundant info + + + • Merge similar chunks + + + • Keep unique facts + + + + Reduction: 30-40% + + + + + + + + + + + + + + + Relevance Scoring + + + • Score by query match + + + • Keep top-k relevant + + + • Drop low scores + + + + Reduction: 40-50% + + + + + + + + + + + + + Hierarchical Summary + + + • Extract key points + + + • Create abstracts + + + • Preserve details + + + + Reduction: 50-60% + + + + + + + + + + + + + + + + + + + Token Optimization + + + • Remove stopwords + + + • Compress phrases + + + • Use abbreviations + + + + Reduction: 20-30% + + + + + ABCDEF → ABC + + + GHIJKL → GHI + + + + + + + + Compression Level 4 achieves 60-75% reduction while maintaining 95%+ information retention + + diff --git a/src/assets/chapter-03/storage-multiplication.svg b/src/assets/chapter-03/storage-multiplication.svg new file mode 100644 index 00000000..6622aba9 --- /dev/null +++ b/src/assets/chapter-03/storage-multiplication.svg @@ -0,0 +1,127 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Storage Components per 1TB of Documents + + + + + + + + + + + + + + + + 0 GB + 250 GB + 500 GB + 750 GB + 1000 GB + + + + Storage Size (GB) + + + + + + 1000 + Original + 1000 GB + + + + 800 + Extracted + 800 GB + + + + 1200 + Embeddings + 1200 GB + + + + 600 + Index + 600 GB + + + + 400 + Metadata + 400 GB + + + + 500 + Cache + 500 GB + + + + + 3.5 TB Total + + + + Components contribute to 3.5× storage multiplication factor + + diff --git a/src/assets/chapter-03/technical-specs.svg b/src/assets/chapter-03/technical-specs.svg new file mode 100644 index 00000000..18cdb10f --- /dev/null +++ b/src/assets/chapter-03/technical-specs.svg @@ -0,0 +1,157 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + System Technical Specifications + + + + + + + + + + Embedding Configuration + + + + Model: bge-small-en-v1.5-f32.gguf + + + • Dimensions: 384 + + + • Format: GGUF (quantized) + + + • Server: localhost:8082 + + + • Memory: ~200MB loaded + + + + + + + + LLM Configuration + + + + Model: DeepSeek-R1-Distill-Qwen-1.5B + + + • Context Size: 4096 tokens + + + • Max Predict: 1024 tokens + + + • Parallel Requests: 6 + + + • Quantization: Q3_K_M + + + + + + + + Performance Characteristics + + + + + + Vector Index: HNSW Algorithm + + + • M=16, ef_construction=200 + + + • Distance: Cosine Similarity + + + • Build: ~1000 docs/minute + + + + + + + Chunking Strategy + + + • Chunk Size: 512 tokens + + + • Overlap: 50 tokens + + + • Prompt Compact: Level 4 + + + + + + + Runtime Metrics + + + • Query Latency: <50ms p99 + + + • Memory: ~1GB/million chunks + + + • Cache TTL: 3600 seconds + + + + + + + + + + + diff --git a/src/assets/chapter-04/analytics-interface.svg b/src/assets/chapter-04/analytics-interface.svg new file mode 100644 index 00000000..b6186eb2 --- /dev/null +++ b/src/assets/chapter-04/analytics-interface.svg @@ -0,0 +1,195 @@ + + + + + Analytics - Dashboard Interface + + + + + + + + + + 📊 Analytics Dashboard + + + + + Last 24h ▼ + + + + + + ⟳ Refresh + + + + + + + + + + 1,234 + Messages + ↑ +12% + + + + 89% + Success Rate + ↑ +3% + + + + 2.3s + Avg Response + ↓ -0.2s + + + + 45 + Users Today + ↑ +8 + + + + + + + Messages Over Time + + + + + + + + + + + + + + + + + + + + + + + Mon + Tue + Wed + Thu + Fri + + + + + Top Questions + + + + 1. How do I reset... + + + + 2. What is the status... + + + + 3. Where can I find... + + + + 4. Help with login + + + + + + + + + 📈 Peak Hour: + 2:00 PM + + + + 🔝 Top Intent: + Support Query + + + + ⚡ Avg Session: + 4.2 min + + + + 🎯 Resolution: + 94% + + + + Export + + + + + Metrics: Real-time KPIs + Charts: Trends & Distribution + Time Range: Last 24h, 7d, 30d, Custom + Shortcuts: R = Refresh | E = Export + + diff --git a/src/assets/chapter-04/calendar-interface.svg b/src/assets/chapter-04/calendar-interface.svg new file mode 100644 index 00000000..7e2664fb --- /dev/null +++ b/src/assets/chapter-04/calendar-interface.svg @@ -0,0 +1,211 @@ + + + + + Calendar - Scheduling Interface + + + + + + + + + + + + + ◄ + + + ► + + + March 2024 + + + + + + Day + + + Week + + + Month + + + + + + + + + + Mon + Tue + Wed + Thu + Fri + Sat + Sun + + + + + + + + + + 1 + + 2 + + 3 + + + + + + + 4 + + + 5 + + + Team Meeting + + + 6 + + + 7 + + + 8 + + + 9 + + + 10 + + + + + + 11 + + + 12 + + + 13 + + + Project Review + + + 14 + + + 1:1 Meeting + + + + + 15 + + + 16 + + + 17 + + + + + + 18 + + + 19 + + + 20 + + + 21 + + + 22 + + + 23 + + + 24 + + + + + + + + + + + + + + Today + + + Event + + + Weekend + + Shortcuts: N = New event | T = Today | ← → = Navigate | D/W/M = View + + diff --git a/src/assets/chapter-04/compliance-interface.svg b/src/assets/chapter-04/compliance-interface.svg new file mode 100644 index 00000000..2fa4d89b --- /dev/null +++ b/src/assets/chapter-04/compliance-interface.svg @@ -0,0 +1,200 @@ + + + + + Compliance - Security Scanner Interface + + + + + + + + + + 🛡 Compliance Scanner + + + + + Scan + + + Export + + + + + + + + + + + 2 + Critical + 🔴 Immediate + + + + + 5 + High + 🟠 Priority + + + + + 3 + Medium + 🟡 Review + + + + + 1 + Low + 🟢 Minor + + + + + 0 + Info + ℹ Notes + + + + + + + + + + Severity + Issue + File + Action + + + + + Critical + Hardcoded password detected + start.bas:15 + + Fix + + + + + Critical + API key exposed in code + api.bas:42 + + Fix + + + + + High + SQL injection risk in query + data.bas:28 + + Review + + + + + High + Insecure HTTP endpoint + config.csv:8 + + Review + + + + + Medium + Missing input validation + form.bas:55 + + Review + + + + + Last scan: 2 minutes ago + Files scanned: 24 + Total issues: 11 + + + Showing 1-5 of 11 + + ← + + → + + + + + + Critical + + + High + + + Medium + + + Low + + Fix = Auto-remediate | Review = Manual inspection needed + + LGPD • GDPR • CCPA + + diff --git a/src/assets/chapter-04/designer-interface.svg b/src/assets/chapter-04/designer-interface.svg new file mode 100644 index 00000000..e4218f5d --- /dev/null +++ b/src/assets/chapter-04/designer-interface.svg @@ -0,0 +1,258 @@ + + + + + + + + + + + Designer - Visual Builder Interface + + + + + + + + + + + + Toolbox + + + + + + 💬 + TALK + + + + 👂 + HEAR + + + + 📝 + SET + + + + + + + 🔀 + IF + + + + 🔄 + FOR + + + + 🔃 + SWITCH + + + + + + + 📞 + CALL + + + + 📧 + SEND + + + + 💾 + SAVE + + + + + + + + + + + + + + + + + + + + + + + 💬 TALK + "Hello!" + + + + + + + 👂 HEAR + name + + + + + + + 🔀 IF + name = "Jo" + + + Yes + No + + + + + + + + + + 💬 TALK + "Hi Jo!" + + + + 💬 TALK + "Hello!" + + + + + + + + + + Properties + + + + Node: + TALK + + + + Message: + + "Hello!" + + + + Voice: + + Default ▼ + + Delay: + + 0ms + + + + + + Apply + + + Delete + + + + + + + + + + − + + + ⌖ + + 100% + + + ▶ Run + + + + + + Talk + + + Hear + + + Condition + + Drag nodes from Toolbox → Canvas | Connect by dragging + + Shortcuts: Delete | Ctrl+D = Duplicate | Ctrl+Z = Undo + + diff --git a/src/assets/chapter-04/drive-interface.svg b/src/assets/chapter-04/drive-interface.svg new file mode 100644 index 00000000..1343a497 --- /dev/null +++ b/src/assets/chapter-04/drive-interface.svg @@ -0,0 +1,155 @@ + + + + + Drive - File Management Interface + + + + + + + + + + + + New ▼ + + + + 🔍 Search files... + + + + + ⊞ + + ≡ + + + + + + + + + + + + + 📁 My Drive + + ⭐ Starred + 🕐 Recent + 🗑 Trash + + + + Labels + + Work + + Personal + + + + 📁 My Drive › Projects › 2024 + + + + + ☐ + Name + Size + Modified + + + + + + + ☐ + 📁 + Reports + — + Today + + + + ☐ + 📁 + Presentations + — + Yesterday + + + + ☐ + 📄 + Budget.xlsx + 245 KB + Mar 15 + + + + ☐ + 📄 + Notes.docx + 12 KB + Mar 14 + + + + ☐ + 🖼 + Logo.png + 89 KB + Mar 10 + + + + + 📤 Drag files here to upload + or click + New to create + + + + Sidebar: Quick access, Labels + Main: File browser with sort columns + Actions: Upload, Create, Search, View toggle + + diff --git a/src/assets/chapter-04/mail-interface.svg b/src/assets/chapter-04/mail-interface.svg new file mode 100644 index 00000000..058afd65 --- /dev/null +++ b/src/assets/chapter-04/mail-interface.svg @@ -0,0 +1,147 @@ + + + + + Mail - Email Client Interface + + + + + + + + + + + ✏ Compose + + + + + + 📥 Inbox + + 3 + + 📤 Sent + 📝 Drafts + 🗑 Trash + + + + + + + + + Inbox + + + + + + + Project Update + from John + 10:30 AM + + + + + + Meeting Notes + from Sarah + Yesterday + + + + + + Invoice #1234 + from Vendor + Mar 15 + + + + + + + + + From: + john@company.com + + Subject: + Project Update + + + + + + + + Hi, + Here's the latest update on our project. + We've completed the first milestone and + are now moving to phase two. + Best, + John + + + + + + Reply + + + Forward + + + Delete + + + + + Sidebar: Folders + List: Email threads + Content: Read and reply + Shortcuts: C = Compose | R = Reply | F = Forward + + diff --git a/src/assets/chapter-04/meet-interface.svg b/src/assets/chapter-04/meet-interface.svg new file mode 100644 index 00000000..ddb39433 --- /dev/null +++ b/src/assets/chapter-04/meet-interface.svg @@ -0,0 +1,139 @@ + + + + + Meet - Video Calls Interface + + + + + + + + + + Meeting Room + + + 00:15:32 + + + + + + 👥 + 3 + + + + 💬 + + + + + + + + + + + 👤 + You + (Camera) + + + You + + + 🎤 + + + + + 👤 + John + (Camera) + + + John + + + + + 👤 + Sarah + + + Sarah + + + + + + + + + + + 🎤 + + + + 📹 + + + + 🖥 + + + + 🔴 + + + + 📝 + + + + 📞 + + + + + + Active + + + Muted/End + + + Available + + Shortcuts: M = Mute | V = Video | S = Share | Space = Push-to-talk + + diff --git a/src/assets/chapter-04/paper-interface.svg b/src/assets/chapter-04/paper-interface.svg new file mode 100644 index 00000000..9b89485c --- /dev/null +++ b/src/assets/chapter-04/paper-interface.svg @@ -0,0 +1,179 @@ + + + + + Paper - AI Writing Interface + + + + + + + + + + 📄 Notes + + + + + + + Meeting Notes + + Project Plan + Ideas + + + + Quick Start + 📄 Blank + 📋 Meeting + ✓ To-Do + 🔬 Research + + + + + + + + + + + + + + B + + + + I + + + + U + + + + + + + H1 + + + + H2 + + + + + + + • + + + + ― + + + + 🔗 + + + + 📷 + + + + AI ✨ + + + + + + + + + Project Proposal + + + + Introduction + + + + This document outlines our proposal for + the upcoming project. We aim to deliver + a comprehensive solution that addresses + all stakeholder requirements. + + + + + + Key Objectives + • Improve efficiency by 30% + • Reduce costs through automation + • Enhance user experience + + + + + Words: 156 + Characters: 892 + Reading time: 1 min + ✓ Auto-saved 2 min ago + + + + + + AI Assist + + Shortcuts: Ctrl+B = Bold | Ctrl+I = Italic | Ctrl+S = Save | Ctrl+/ = AI + + Markdown supported + + diff --git a/src/assets/chapter-04/research-interface.svg b/src/assets/chapter-04/research-interface.svg new file mode 100644 index 00000000..c69854c3 --- /dev/null +++ b/src/assets/chapter-04/research-interface.svg @@ -0,0 +1,168 @@ + + + + + Research - AI Search Interface + + + + + + + + + + 🔍 Research + + + + + Focus: + + + + 🌐 All + + 📚 Academic + 💻 Code + 🏠 Internal + + + + + Collections: + 📁 + Project A + 📁 + References + + + + + Recent: + • market size + • competitors + • best practices + + + + + + + + + What are the best practices for... + + → + + + + + + + + AI Answer: + + + + Based on multiple sources, here are the key best practices: + + 1. Start with clear requirements and objectives + 2. Use iterative development with frequent feedback + 3. Test early and often with real users + 4. Document decisions and maintain knowledge base + + + + + Sources: + + + + [1] + industry-guide.com + Best practices for software + development in 2024... + + + [2] + techblog.dev + Modern development + methodology overview... + + + [3] + your-docs/guidelines.pdf + 📄 Internal document + Company guidelines... + + + + + + 📁 Save + + + 📤 Share + + + 🔄 Deep Dive + + + 📋 Copy + + + + + + AI Summary + + + Sources + + Focus: Web • Academic • Code • Internal docs + + Enter = Search | Ctrl+S = Save + + diff --git a/src/assets/chapter-04/sources-interface.svg b/src/assets/chapter-04/sources-interface.svg new file mode 100644 index 00000000..099f9400 --- /dev/null +++ b/src/assets/chapter-04/sources-interface.svg @@ -0,0 +1,206 @@ + + + + + Sources - Prompts & Templates Interface + + + + + + + + + + Sources + + + + + 🔍 Search... + + + + + + + + + Prompts + + + Templates + + + MCP Servers + + + LLM Tools + + + Models + + + + + + + + + + + + Categories + + + + + 📝 Writing + + 📊 Analysis + 💼 Business + 💻 Code + 🎨 Creative + 🤖 Automation + 📞 Support + + + + + + ⭐ Featured + + + + Customer + Service + + Handle support + inquiries with AI + assistance + + + Use + + ★ + + + + Sales + Assistant + + Qualify leads and + schedule meetings + automatically + + + Use + + ★ + + + + Code + Helper + + Generate and + explain code + snippets + + + Use + + + All Prompts + + + + Meeting Notes + Summarize meetings + + Writing + + Use + + + Data Analyst + Analyze datasets + + Analysis + + Use + + + Email Writer + Draft pro emails + + Business + + Use + + + Story Writer + Creative stories + + Creative + + Use + + + + + Page 1 of 5 + + ← + + → + + + + + Tabs: Prompts, Templates, MCP Servers, LLM Tools, Models + Categories filter content + Click Use to apply prompt/template + + diff --git a/src/assets/chapter-04/suite-main-layout.svg b/src/assets/chapter-04/suite-main-layout.svg new file mode 100644 index 00000000..f0368f61 --- /dev/null +++ b/src/assets/chapter-04/suite-main-layout.svg @@ -0,0 +1,82 @@ + + + + + Suite - Main Layout + + + + + + + + + + + 🤖 + General Bots + + + + + + ⋮⋮⋮ + + + + 🌙 + + + + U + + + + + + + + + + 💬 + Chat + (Main Area) + + + + Type your message here... + + + + Send + + + + Header: Navigation, Apps Menu, Theme, Profile + Main: AI Chat Interface with Message Input + + diff --git a/src/assets/chapter-04/tasks-interface.svg b/src/assets/chapter-04/tasks-interface.svg new file mode 100644 index 00000000..f3f91c2a --- /dev/null +++ b/src/assets/chapter-04/tasks-interface.svg @@ -0,0 +1,151 @@ + + + + + Tasks - To-Do Management Interface + + + + + + + + + + ✓ Tasks + + Total: + 12 + Active: + 5 + Done: + 7 + + + + + + + + + What needs to be done? + + + + Category ▼ + + + + + Add + + + + + + + + + 📋 All (12) + + + ⏳ Active (5) + + + ✓ Completed (7) + + + ⚡ Priority + + + + + + + + + + + Review quarterly report + 📅 Today + + + + + + Call client about proposal + 📅 Today + + + + + + Update project documentation + 📅 Tomorrow + + + + + + ✓ + Send meeting notes + ✓ Done + + + + + ✓ + Complete expense report + ✓ Done + + + + + Priority: + + High + + Medium + + Low + + Shortcuts: Enter = Add | Space = Toggle | Delete = Remove + + diff --git a/src/assets/chapter-06/basic-execution-flow.svg b/src/assets/chapter-06/basic-execution-flow.svg new file mode 100644 index 00000000..ff3435cd --- /dev/null +++ b/src/assets/chapter-06/basic-execution-flow.svg @@ -0,0 +1,175 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BASIC LLM Tool Execution Flow + + + + + USER + "What's the policy?" + + + + + + + LLM + CONTEXT + Understands intent + loaded KBs + + + + + + + + + Tool? + + + + + + + + Direct Answer + + + + + + Call Tool + + + + BASIC TOOL + enrollment.bas + PARAM name, course + + + + + + + RESPONSE + Generate natural answer + + + + + + + BOT + "30-day return..." + + + + MEMORY STORE + BOT_MEMORY • Session State • Context + + + + + + + + + LLM decides tool calls • Zero IF/THEN logic • Natural conversation flow • Context-aware responses + + + + + Legend: + + Direct response + + Tool invocation + + diff --git a/src/assets/chapter-07/data-flow.svg b/src/assets/chapter-07/data-flow.svg new file mode 100644 index 00000000..afb9212d --- /dev/null +++ b/src/assets/chapter-07/data-flow.svg @@ -0,0 +1,139 @@ + + + + + + + + + + + + + + + + + + + + + BotServer Data Flow Architecture + + + + + User Input Layer + + + + Web UI + + + WhatsApp + + + Teams + + + Email + + + API + + + + + + + + + Core Processing Engine + + + + Session Manager + User Context + + + + BASIC Interpreter + Script Execution + + + + LLM Integration + AI Processing + + + + Knowledge Base + Vector Search + + + + + + + + + Tool System + External APIs & Functions + + + + Cache Layer + Response Optimization + + + + + + + + + Storage & Persistence Layer + + + + Database + User Data + + + + Vector DB + Embeddings + + + + Drive Storage + Files & Assets + + + + Cache + Fast Access + + + + + + + + + + + + + + Data Flow: + + Request/Response + + + Data Access + + + + All components run in async Rust for maximum performance + diff --git a/src/assets/chapter-07/data-traceability.svg b/src/assets/chapter-07/data-traceability.svg new file mode 100644 index 00000000..27fb7185 --- /dev/null +++ b/src/assets/chapter-07/data-traceability.svg @@ -0,0 +1,306 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Data Traceability Diagram - General Bots Architecture + + + + + + Legend + + + User Input Flow + + + LLM Processing + + + Storage Operations + + + Internal Flow + + + + + + CHANNELS + + + + 📱 WhatsApp + + + + ✈️ Telegram + + + + 🌐 Web UI / gbui + + + + 🔌 REST API + + + + 🪝 Webhooks + + + + + + BOTSERVER CORE + + + + BASIC Interpreter + .bas scripts → Rhai engine + + + + Message Router + TALK / HEAR / SEND + + + + Scheduler + SET SCHEDULE "every hour" + + + + Keywords Engine + GET/POST/FIND/SAVE/LLM + + + + Session Manager + user_id → bot_id → org_id + + + + + + LLM PROVIDERS + + + 🧠 Claude Opus 4 + + + 🤖 GPT-4 Turbo + + + 💎 Gemini Pro + + + 🦙 Local: Llama/Mistral + + + + + + STORAGE (MinIO) + + + 📁 /{org}/{botname}/ + Bucket per bot + + + .gbdialog + + + .gbkb + + + .gbot + + + .gbtheme + + + uploads/ | exports/ | cache/ + + + + + + DATABASE + + + 🐘 PostgreSQL + Main database + + + organizations + + + bots + + + users / sessions + + + conversations + + + system_automations + + + 🔴 Redis (cache/queue) + + + + + + + + + + LLM + + + + + + + FILES + + + + FIND/SAVE + + + + + + + + Key Data Flows + + + + + 1. User Message Flow + Channel → Router → Session + → BASIC Script → LLM (if needed) + → Response → Channel + Key: {org}_{bot}_{user}_{session} + + + + + + 2. Scheduled Task Flow + Cron Trigger → Load Script + → Execute Keywords → External APIs + → Save Results → Log + Key: {org}_{bot}_schedule_{name} + + + + + + 3. File Operations Flow + UPLOAD/DOWNLOAD → MinIO + Bucket: /{org}/{botname}/ + → Metadata → PostgreSQL + Path: s3://{org}/{bot}/{path} + + + + + + 4. Knowledge Base Flow + USE KB "docs" → Load .gbkb + → Embed → Vector DB (pgvector) + → Semantic Search → LLM Context + Key: {org}_{bot}_kb_{name} + + + + + + 5. Webhook Flow + External POST → /webhook/{id} + → Validate → Trigger Script + → Process → Response/Notify + Key: {org}_{bot}_webhook_{path} + + + + + + 6. Bot Memory Flow + SET/GET BOT MEMORY → Redis + → Persist → PostgreSQL (backup) + → Scope: global | user | session + Key: {org}_{bot}_mem_{scope}_{key} + + + + + + General Bots Data Traceability - All keys follow pattern: {org}_{botname}_{resource}_{identifier} + + diff --git a/src/assets/chapter-07/module-data-flow.svg b/src/assets/chapter-07/module-data-flow.svg new file mode 100644 index 00000000..60f47ab5 --- /dev/null +++ b/src/assets/chapter-07/module-data-flow.svg @@ -0,0 +1,135 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Data Flow Through Modules + + + + User Input + + + + + + + web_server/ | channels/ + Axum HTTP Server + Route to channel + + + + + + + session/ + Load/Create Session + Validate Token + + + + + + + auth/ + Check Permissions + Apply RBAC + + + + + + + bot/ + Route to Bot Instance + Load Configuration + + + + + + + basic/ + Execute BASIC Script + Parse Keywords + + + + + + + + + + + context/ + Load KB + + + + drive/ + Get Files + + + + database/ + Query DB + + + + llm/ + Call AI + + + + + + + + + + + + + Bot Response + + + + + 1. Input Reception + 2. HTTP Routing + 3. Session Management + 4. Authorization + 5. Bot Routing + 6. Script Execution + 7. Data Processing + 8. Response Generation + + + + All operations are async with Tokio runtime for maximum throughput + diff --git a/src/assets/chapter-07/module-dependency.svg b/src/assets/chapter-07/module-dependency.svg new file mode 100644 index 00000000..e12d67f1 --- /dev/null +++ b/src/assets/chapter-07/module-dependency.svg @@ -0,0 +1,133 @@ + + + + + + + + + + + + + + + + + + + + + + + + + Module Dependency Graph + + + + main.rs + + + + + + + bootstrap/ + + + + + + + + + + package_manager/ + + + + config/ + + + + database/ + + + + + + + + session/ + + + + web_server/ + + + + + + + + + + + + + + + + + channels/ + + + + bot/ + + + + basic/ + + + + auth/ + + + + + + + + + + llm/ + + + + + + + context/ + + + + Layers: + + + Entry Point + + + Core System + + + Services + + + Features + + + + Arrows indicate compile-time dependencies + diff --git a/src/assets/chapter-07/system-architecture.svg b/src/assets/chapter-07/system-architecture.svg new file mode 100644 index 00000000..ed3567fc --- /dev/null +++ b/src/assets/chapter-07/system-architecture.svg @@ -0,0 +1,155 @@ + + + + + + + + + BotServer Architecture - Virtual Crates System + + + + + + + BotServer Binary + + + + compiles to + + + + + Core Engine (src/core/) + + + + Bootstrap + System Init + Service Start + + + Package Manager + Component Registry + Module Loader + + + Session Manager + Context Handling + State Management + + + Shared State + AppState + Configuration + + + Utils + Helpers + Common + + + + + + + + + + Virtual Crates (gbapp modules in src/) + + + + basic.gbapp + src/basic/ + + • BASIC Interpreter + • Keywords Registry + • Script Execution + • Rhai Engine + + + + channels.gbapp + src/channels/ + + • WhatsApp + • Teams + • Email + • Web UI + + + + storage.gbapp + src/storage/ + + • Knowledge Base + • Drive Integration + • Vector DB + • Cache + + + + your_feature.gbapp + src/your_feature/ + + • Your Keywords + • Your Services + • Your Models + + Add yours! + + + + + + + + + AI & LLM Integration + + + LLM Service + + + Embeddings + + + Semantic Search + + + + + + Persistence Layer + + + Database + + + Vector DB + + + Drive + + + Cache + + + + + Key Concepts: + + + Virtual Crates = Modules in src/ + + + Your Contribution Space + + All compile to single optimized binary + + + + gbapp virtual crates: The bridge between old Node.js packages and new Rust modules + diff --git a/src/assets/chapter-10/api-architecture.svg b/src/assets/chapter-10/api-architecture.svg new file mode 100644 index 00000000..7a447974 --- /dev/null +++ b/src/assets/chapter-10/api-architecture.svg @@ -0,0 +1,205 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BotServer API Architecture + + + + + + Client Applications + + + + + + + + + HTTP/HTTPS + + + Port 8080 + + + + + + + + + API Gateway + + + /api/* + + + + + + + + + + + Auth Endpoints + + + /auth/login + + + /auth/logout + + + /auth/token + + + + + + Business Endpoints + + + /files/* • /users/* + + + /groups/* • /tasks/* + + + /sessions/* + + + + + + Admin Endpoints + + + /admin/* + + + /monitoring + + + /analytics + + + + + + + + + + + Service Layer + + + • Session Manager + + + • Auth Service • Bot Service + + + + + + + + + + + PostgreSQL + + + Database + + + Sessions • Users • Config + + + + + + Valkey + + + Cache + + + Semantic • Session • Temp + + + + + + Qdrant + + + Vectors + + + Embeddings • Search + + diff --git a/src/assets/chapter-10/api-request-flow.svg b/src/assets/chapter-10/api-request-flow.svg new file mode 100644 index 00000000..17f53718 --- /dev/null +++ b/src/assets/chapter-10/api-request-flow.svg @@ -0,0 +1,224 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + API Request Flow + + + + + + HTTP Request + + + Client → Server + + + + + + + + + Rate Limit + + + Check request limits + + + + + Pass + + + 429 Too Many + + + + + Auth + + + Validate token/session + + + + + Valid + + + 401 Unauthorized + + + + + Route + + + Match endpoint pattern + + + + + + + 404 Not Found + + + + + Validate + + + Check request body + + + + + Valid + + + 400 Bad Request + + + + + Process + + + Execute business logic + + + + + + + + + Format + + + JSON response + + + + + + + + + HTTP Response + + + Server → Client + + + + + + Error Response + + + + + + Request Pipeline + + + + + + + Success path + + + + + Error path + + diff --git a/src/assets/conversation-flow.svg b/src/assets/conversation-flow.svg new file mode 100644 index 00000000..dc4f518a --- /dev/null +++ b/src/assets/conversation-flow.svg @@ -0,0 +1,216 @@ + + + + + + + + + + + + + + + + + + Conversation Flow + How General Bots processes user messages through the AI pipeline + + + + + Input + Script + AI Decision + Execution + Response + + + + + User Input + Web / WhatsApp / Teams + + + + BASIC Script + start.bas / tools + + + + LLM Decision + Intent / Tool Selection + + + + Bot Executor + Run Keywords + + + + Bot Response + TALK / Send + + + Parallel Operations + + + + Vector Search + Qdrant / USE KB + + + + External APIs + GET / POST / GraphQL + + + + Database + TABLE / SAVE + + + + Knowledge Base + .gbkb Documents + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Receive + Parse + Decide + Execute + Respond + + + + + Legend: + + + Main Flow + + + Parallel / Optional + + + Feedback Loop + + + + + The AI handles everything automatically - understanding intent, searching knowledge, + + + executing tools, and generating responses. Zero configuration required. + + + + + + Multi-Channel + + + BASIC Scripting + + + LLM Powered + + + Tool Execution + + + RAG Search + + + Real-time + + diff --git a/src/assets/conversation-flow.svg.backup b/src/assets/conversation-flow.svg.backup new file mode 100644 index 00000000..676e74e4 --- /dev/null +++ b/src/assets/conversation-flow.svg.backup @@ -0,0 +1,59 @@ + + + + + + + + + + + + User Input + + + + BASIC Script + + + + LLM Decision + + + + Tool Execution + + + + Save to CSV + + + + Search Knowledge + + + + Bot Response + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/directory-tree.svg b/src/assets/directory-tree.svg new file mode 100644 index 00000000..c2c5b856 --- /dev/null +++ b/src/assets/directory-tree.svg @@ -0,0 +1,143 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + BAS + + + + + + + + + + + mybot.gbai + + + + + + + + + + + mybot.gbdialog + + + + + + + + + + + start.bas + + + + + + + + auth.bas + + + + + + + + mybot.gbkb + + + + + + + + + + + faq.docx + + + + + + + + mybot.gbot + + + + + + + + + + + config.csv + + diff --git a/src/assets/feature-parity-flow.svg b/src/assets/feature-parity-flow.svg new file mode 100644 index 00000000..e6e67f1e --- /dev/null +++ b/src/assets/feature-parity-flow.svg @@ -0,0 +1,261 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Feature Parity Flow + From Enterprise Cloud Services to Self-Hosted Freedom + + + + + + + Enterprise Cloud + + + + + + Exchange Online + Mail, Calendar, Contacts + + + + + + OneDrive / SharePoint + Files, Versioning, Sharing + + + + + + Teams + Chat, Video, Collaboration + + + + + + Power Automate + Workflows, Triggers + + + + + + Copilot + AI Assistant ($30/user) + + + + + + Azure AD / Entra + Identity, Auth, SSO + + + + + + + + + + + MIGRATE + 100% Parity + + + + + + + + + + + + + + + + + + + + + + General Bots + + + + + + Stalwart Mail + IMAP/SMTP/JMAP + CalDAV + + + + + + SeaweedFS Drive + S3-compatible + Versioning + + + + + + LiveKit Meet + WebRTC + Multi-channel + + + + + + BASIC Scripts + 90+ Keywords + Cron + + + + + + LLM Integration + Any Provider (Free) + + + + + + Zitadel IAM + OIDC/OAuth2 + MFA + + + + + + + + + + + + ✓ + Self-Hosted + Full Data Control + + + + + + + $0 + No Per-User Fee + Unlimited Users + + + + + + + AI + Native LLM + Built-in RAG + Tools + + + + + + + OSS + Open Source + AGPL Licensed + + + + + + 90+ + Keywords + + + diff --git a/src/assets/gb-decorative-header.svg b/src/assets/gb-decorative-header.svg new file mode 100644 index 00000000..54088303 --- /dev/null +++ b/src/assets/gb-decorative-header.svg @@ -0,0 +1,124 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/general-bots-logo.svg b/src/assets/general-bots-logo.svg new file mode 100644 index 00000000..2ad49292 --- /dev/null +++ b/src/assets/general-bots-logo.svg @@ -0,0 +1,108 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + General Bots + Conversational AI Platform + diff --git a/src/assets/icons/gb-bot.svg b/src/assets/icons/gb-bot.svg new file mode 100644 index 00000000..48f13140 --- /dev/null +++ b/src/assets/icons/gb-bot.svg @@ -0,0 +1,16 @@ + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-chart.svg b/src/assets/icons/gb-chart.svg new file mode 100644 index 00000000..b728ec5f --- /dev/null +++ b/src/assets/icons/gb-chart.svg @@ -0,0 +1,27 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-check.svg b/src/assets/icons/gb-check.svg new file mode 100644 index 00000000..e2129bae --- /dev/null +++ b/src/assets/icons/gb-check.svg @@ -0,0 +1,21 @@ + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-database.svg b/src/assets/icons/gb-database.svg new file mode 100644 index 00000000..1b19c5ca --- /dev/null +++ b/src/assets/icons/gb-database.svg @@ -0,0 +1,29 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-folder.svg b/src/assets/icons/gb-folder.svg new file mode 100644 index 00000000..4b7e5cc9 --- /dev/null +++ b/src/assets/icons/gb-folder.svg @@ -0,0 +1,20 @@ + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-gear.svg b/src/assets/icons/gb-gear.svg new file mode 100644 index 00000000..5cb00531 --- /dev/null +++ b/src/assets/icons/gb-gear.svg @@ -0,0 +1,4 @@ + + + + diff --git a/src/assets/icons/gb-globe.svg b/src/assets/icons/gb-globe.svg new file mode 100644 index 00000000..5cbdbbee --- /dev/null +++ b/src/assets/icons/gb-globe.svg @@ -0,0 +1,32 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-lightbulb.svg b/src/assets/icons/gb-lightbulb.svg new file mode 100644 index 00000000..502386d6 --- /dev/null +++ b/src/assets/icons/gb-lightbulb.svg @@ -0,0 +1,20 @@ + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-lock.svg b/src/assets/icons/gb-lock.svg new file mode 100644 index 00000000..a4caab7f --- /dev/null +++ b/src/assets/icons/gb-lock.svg @@ -0,0 +1,43 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-note.svg b/src/assets/icons/gb-note.svg new file mode 100644 index 00000000..891da20a --- /dev/null +++ b/src/assets/icons/gb-note.svg @@ -0,0 +1,16 @@ + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-package.svg b/src/assets/icons/gb-package.svg new file mode 100644 index 00000000..dd0c32b8 --- /dev/null +++ b/src/assets/icons/gb-package.svg @@ -0,0 +1,13 @@ + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-palette.svg b/src/assets/icons/gb-palette.svg new file mode 100644 index 00000000..1aa99cc4 --- /dev/null +++ b/src/assets/icons/gb-palette.svg @@ -0,0 +1,32 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-rocket.svg b/src/assets/icons/gb-rocket.svg new file mode 100644 index 00000000..b67bb4f1 --- /dev/null +++ b/src/assets/icons/gb-rocket.svg @@ -0,0 +1,31 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-search.svg b/src/assets/icons/gb-search.svg new file mode 100644 index 00000000..b66c3a86 --- /dev/null +++ b/src/assets/icons/gb-search.svg @@ -0,0 +1,18 @@ + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-signal.svg b/src/assets/icons/gb-signal.svg new file mode 100644 index 00000000..3853530e --- /dev/null +++ b/src/assets/icons/gb-signal.svg @@ -0,0 +1,33 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-target.svg b/src/assets/icons/gb-target.svg new file mode 100644 index 00000000..fd87c8cc --- /dev/null +++ b/src/assets/icons/gb-target.svg @@ -0,0 +1,16 @@ + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-tree.svg b/src/assets/icons/gb-tree.svg new file mode 100644 index 00000000..299c49d9 --- /dev/null +++ b/src/assets/icons/gb-tree.svg @@ -0,0 +1,42 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/icons/gb-warning.svg b/src/assets/icons/gb-warning.svg new file mode 100644 index 00000000..b04cd922 --- /dev/null +++ b/src/assets/icons/gb-warning.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + + + + + + + + + + diff --git a/src/assets/infrastructure-architecture.svg b/src/assets/infrastructure-architecture.svg new file mode 100644 index 00000000..19084506 --- /dev/null +++ b/src/assets/infrastructure-architecture.svg @@ -0,0 +1,248 @@ + + + + + + + + + + + + + + + + + Infrastructure Architecture + Load Balancing, Multi-Tenant Isolation, and Auto-Scaling + + + + + Clients + + + + Web + + + Mobile + + + WhatsApp + + + Teams + + + API + + + + Load Balancer (Caddy) + TLS Termination | Rate Limiting | Health Checks + + + + + + + + + + + + BotServer Instances (Auto-Scaled) + + + BotServer 1 + LXC Container + + + BotServer 2 + LXC Container + + + BotServer 3 + LXC Container + + + BotServer N + Auto-Scale + + + + + + + + + + + Shared Data Layer + + + + PostgreSQL + Relational Data + + + Valkey + Cache + Sessions + + + Qdrant + Vector Search + + + SeaweedFS + Object Storage + + + Zitadel + IAM / Auth + + + LiveKit + Real-time Meet + + + Stalwart + Email Server + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Request + Multi-Channel + + Route + Load Balance + + Process + BotServer + + Store + Data Layer + + + + + Component Types: + + + Client / Interface + + + Load Balancer + + + Compute Instance + + + Data Storage + + + Services + + + + + + Auto-Scaling + + + TLS Everywhere + + + Multi-Tenant + + + Health Checks + + + Zero Downtime + + + LXC Containers + + + + + Production-ready infrastructure with automatic scaling, load balancing, and multi-tenant isolation + + diff --git a/src/assets/migration-architecture.svg b/src/assets/migration-architecture.svg new file mode 100644 index 00000000..cfe67b77 --- /dev/null +++ b/src/assets/migration-architecture.svg @@ -0,0 +1,366 @@ + + + + + + + + + + + + + + + + + Enterprise Migration Architecture + + + Current State + Migration Process + Target State + + + + + + Big Tech Cloud + + + + M365/Google + + + + OneDrive/ + Google Drive + + + Outlook/ + Gmail + + + Teams/ + Meet + + + SharePoint/ + Sites + + + Copilot/ + Gemini + + + • Vendor Lock-in + • Monthly Costs + + + + + + + Migration Tools + + + + rclone + + + imapsync + + + BASIC Scripts + + + API Migration + + + KB Converter + + + User Import + + + 1. Export Data + 2. Transform Format + 3. Import to GB + 4. Validate + + + + + + + Self-Hosted Stack + + + + General Bots Core + + + + MinIO + + + Stalwart + + + LiveKit + + + Qdrant + + + Local LLM + + + Zitadel + + + ✓ Full Control + ✓ No Vendor Lock-in + + + + + + + + + + + + + + + Cost Comparison + + + Enterprise Cloud + $50-200/user/month + Forever + + + Migration Cost + One-time effort + 1-4 weeks + + + Self-Hosted + Infrastructure only + ~$500/month total + + + + + Typical Migration Timeline + + + + + + + Start + Assessment + + + Week 1 + Infrastructure + + + Week 2 + Data Migration + + + Week 3 + Testing + + + Week 4 + Go Live + + + + + Transform from mega-prompt dependency to true component architecture + + + Your data, your infrastructure, your control + + + + + diff --git a/src/assets/observability-flow.svg b/src/assets/observability-flow.svg new file mode 100644 index 00000000..525fd0aa --- /dev/null +++ b/src/assets/observability-flow.svg @@ -0,0 +1,255 @@ + + + + + + + + + + + + + + + + + Observability Flow + Vector Agent collects logs from BotServer without code changes + + + + + Application + Collection + Processing + Outputs + + + + BotServer Application + + + log::trace!() + log::debug!() + log::info!() + log::warn!() + log::error!() + + + ↓ writes to + + ./botserver-stack/logs/ + + + + Vector Agent + (Collects from log files) + + + + Sources + + + Transforms + + + Sinks + + + (Files) + (Parse) + (Output) + + + + + + + + Processing + + + + Filter Errors + + + Filter Warnings + + + Log to Metrics + + + Enrich Data + + + + + InfluxDB + (Metrics) + + + + Grafana + (Dashboard) + + + + Alerts + (Webhook) + + + + + + + + + + + + + + + + + + + + Log Directory Structure + logs/system/ → BotServer logs + logs/drive/ → SeaweedFS logs + logs/tables/ → PostgreSQL logs + logs/cache/ → Valkey logs + logs/vectordb/ → Qdrant + logs/email/ → Stalwart + logs/directory/ → Zitadel + logs/meet/ → LiveKit + + + + + + Vector Configuration + [sources.botserver_logs] + type = "file" + include = ["logs/system/*.log"] + [transforms.parse_botserver] + type = "remap" + + + + + + Key Benefits + ✓ Zero code changes required + ✓ Works with existing logging + ✓ Add/remove without recompile + ✓ Scales independently + + + + + + + + + + + + + + + + + + + Generate + log::*!() + + Collect + Vector Agent + + Process + Parse & Route + + Store/Alert + InfluxDB/Grafana + + + + + Automatic Metrics: + + + log_events_total + + + errors_total + + + warnings_total + + + llm_latency_seconds + + + sessions_active + + + + + Keep using standard Rust log macros - Vector handles collection, parsing, and routing + + + Install with: ./botserver install observability + + diff --git a/src/assets/package-system-flow.svg b/src/assets/package-system-flow.svg new file mode 100644 index 00000000..b305f2c4 --- /dev/null +++ b/src/assets/package-system-flow.svg @@ -0,0 +1,205 @@ + + + + + + + + + + + + + + + + + + Package System Flow + How .gbai packages orchestrate bot behavior + + + + + Input + Script + Intelligence + Execution + Output + + + + + User Request + + + + start.bas + + + + LLM Engine + + + + Tool Executor + + + + Bot Response + + + + + Vector Search + + + + .gbkb Docs + + + + External APIs + + + + + + + + + + + + + + + + + + + + + + + + Query + Context + + + + + + Package Structure + my-bot.gbai/ + ├── .gbdialog/ + └── start.bas, tools.bas + ├── .gbkb/ + └── docs, PDFs, data + └── .gbot/config.csv + + + + + + BASIC Commands + USE KB "knowledge" + question = HEAR + answer = LLM(question) + TALK answer + // Zero configuration AI + + + + + + Key Features + ✓ Auto tool registration + ✓ RAG from any document + ✓ Multi-channel deploy + ✓ Hot reload packages + ✓ Session persistence + + + + + + + + + + + + + + + + + + + + + + + + + + + + Receive + Parse Script + LLM Process + Execute Tools + Respond + + + + + BASIC scripts orchestrate LLM decisions, vector search, and responses with zero configuration + + + Drop files in .gbkb → Write scripts in .gbdialog → Deploy instantly + + diff --git a/src/assets/package-system-flow.svg.backup b/src/assets/package-system-flow.svg.backup new file mode 100644 index 00000000..ef24318f --- /dev/null +++ b/src/assets/package-system-flow.svg.backup @@ -0,0 +1,95 @@ + + + + + + + + + + + + Package System Flow + + + + User Request + + + + Bot Response + + + + + start.bas + + + USE KB "docs" + answer=HEAR + result=LLM() + TALK result + + + + + LLM Engine + (GPT/Local) + Processes requests + Makes decisions + + + + + Vector Search + (.gbkb docs) + Semantic search + + + + + + + + + + + + + + + + + + + + + + + + + + + + Commands + Results + + Query + Context + + + + + Flow Legend + + + Direct flow + + + Feedback/Return + + + + Bidirectional + + diff --git a/src/assets/platform-comparison-summary.svg b/src/assets/platform-comparison-summary.svg new file mode 100644 index 00000000..e25a6de7 --- /dev/null +++ b/src/assets/platform-comparison-summary.svg @@ -0,0 +1,329 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Platform Comparison Summary + General Bots vs Enterprise Cloud Platforms + + + + + + + General Bots + + + + + ✓ + Self-Hosted + + + + ✓ + Open Source (AGPL) + + + + ✓ + No Per-User Fees + + + + ✓ + Native AI (Any LLM) + + + + ✓ + Full Productivity Suite + + + + ✓ + Multi-Channel Chat + + + + ✓ + Unlimited Automation + + + + ✓ + BASIC Scripting + + + + ✓ + Data Sovereignty + + + + + $3K-12K/year + 100 users • Infrastructure only + + + + + + + + Enterprise Cloud + + + + + ✗ + Cloud Only + + + + ✗ + Proprietary + + + + ✗ + $12-57/user/month + + + + $ + AI Extra ($30/user) + + + + ✓ + Full Productivity Suite + + + + $ + Limited Channels + + + + $ + Per-Flow Fees + + + + ~ + Limited Scripting + + + + ✗ + Vendor Controlled + + + + + $50K-90K/year + 100 users • Base + AI + Automation + + + + + + + + Automation Tools + + + + ~ + Some Self-Host + + + + ~ + Fair-code/Proprietary + + + + $ + Per-Task Pricing + + + + $ + AI via Connectors + + + + ✗ + No Productivity Suite + + + + ✗ + No Native Chat + + + + ✓ + Visual Workflows + + + + ~ + JS/Visual Only + + + + ~ + Partial Control + + + + $15K-30K/year + + external tools needed + + + + + + + + AI Assistants + + + + ✗ + Cloud Only + + + + ✗ + Proprietary + + + + $ + Subscription Based + + + + ✓ + Strong AI Built-in + + + + ✗ + No Productivity Suite + + + + ✗ + Web Interface Only + + + + ✗ + No Automation + + + + ✗ + No Scripting + + + + ✗ + No Data Control + + + + $2K-5K/year + Chat only • Limited scope + + + + + + + + + 75-95% + Cost Reduction + + + + + 100% + Data Sovereignty + + + + + 90+ + BASIC Keywords + + + + + ∞ + Unlimited Users + + + + + Open Source + + + diff --git a/src/assets/script-execution-flow.svg b/src/assets/script-execution-flow.svg new file mode 100644 index 00000000..7552c215 --- /dev/null +++ b/src/assets/script-execution-flow.svg @@ -0,0 +1,239 @@ + + + + + + + + + + + + + + + + + + + Script Execution Flow + BASIC Compilation Pipeline - From Source to Execution + + + + + Entry Points + + + + start.bas + (Bot Start) + + + + SET SCHEDULE + (Cron Jobs) + + + + WEBHOOK + (HTTP POST) + + + + BASIC Compiler & Runtime + + + + 1. Load Source + + + 2. Load Config + + + 3. Preprocess + + + 4. Compile + + + Read .bas file + param-* vars + Transform + Rhai AST + + + + 5. Execute with Injected Scope + Keywords call registered handlers → LLM Tools → API Calls + + + + + + + + + + + + + + + + + Execution Outputs + + + + LLM Tools + (ADD TOOL) + + + + ON Events + (Triggers) + + + + API Calls + (External) + + + + + + + + + + + + + + + Package Structure (mybot.gbai) + + mybot.gbai/ + ├── mybot.gbdialog/ + ├── start.bas ' Entry point + ├── tables.bas ' TABLE definitions + ├── create-order.bas ' Tool script + └── sync-data.bas ' Scheduled script + └── mybot.gbot/config.csv + + + + + + config.csv (Injected Variables) + param-api-key,sk-xxxxx + param-webhook-url,https://... + param-max-retries,3 + → Available as variables in BASIC + + + + + + Preprocessing Steps + • Case normalization (TALK → talk) + • Multi-word keyword transform + • FOR EACH block handling + • Variable scope injection + + + + + + Keyword Execution + • TALK → Send message to channel + • HEAR → Wait for user input + • LLM → Call language model + • GET/POST → HTTP requests + + + + + + + + + + + + + + + + + + + + + + + Load + Config + Preprocess + Compile + Execute + Respond + + + + + BASIC scripts compile to Rhai AST and execute with registered keyword handlers + + + Scripts in .gbdialog/ are hot-reloaded on change - no restart required + + diff --git a/src/assets/suite/analytics-flow.svg b/src/assets/suite/analytics-flow.svg new file mode 100644 index 00000000..b4ba31cb --- /dev/null +++ b/src/assets/suite/analytics-flow.svg @@ -0,0 +1,313 @@ + + + + + + + + + + + + + + + + + Analytics - Dashboard Flow + Real-time metrics, charts, and insights for bot performance and usage + + + Data Sources + Metrics + Visualizations + Actions + + + + + + + + Data Collection + Aggregate sources + + + + + + Chats + Messages + + + + + + Users + Sessions + + + + + + API + Requests + + + + + + LLM + Tokens + + + + + + System + Resources + + + + + + Errors + Logs + + + + + + Key Metrics + KPI summary cards + + + + + + Active Users + Daily/Weekly/Monthly + + + + + + Response Time + Avg latency + + + + + + Satisfaction + User feedback + + + + + + Charts + Visual insights + + + + + + Line + Trends + + + + + + Bar + Compare + + + + + + Pie + Share + + + + + + Heat + Density + + + + + + Data Tables + Sortable, filterable + + + + + + Actions + Export and alerts + + + + + + Export + CSV, PDF, JSON + + + + + + Alerts + Threshold triggers + + + + + + AI Insights ✨ + Anomaly detection + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Collect + Aggregate data + + Analyze + Compute metrics + + Visualize + Display charts + + Act + Export and alert + + + + + Key Metrics: + + + Conversations and messages + + + Active users (DAU/MAU) + + + Response latency + + + LLM token usage + + + Error rates + + + + + Time Ranges: + Last 24 hours | Last 7 days | Last 30 days | Last 90 days | Custom range | Real-time + + + + + Endpoints: + GET /api/analytics/summary | GET /api/analytics/metrics | GET /api/analytics/charts | POST /api/analytics/export | GET /api/analytics/realtime + + + diff --git a/src/assets/suite/analytics-screen.svg b/src/assets/suite/analytics-screen.svg new file mode 100644 index 00000000..7dee1347 --- /dev/null +++ b/src/assets/suite/analytics-screen.svg @@ -0,0 +1,228 @@ + + + + + + + + + + + + + + + + + + + + + + + Analytics - Dashboard + + + + + + + Dashboard Overview + Last 30 days • Updated 5 min ago + + + + + + 📅 + Last 30 days + ▾ + + + Export + + + + + + + + + Total Users + 12,847 + ↑ 12.5% + vs last month + + 👥 + + + + + Active Sessions + 1,429 + ↑ 8.2% + vs last month + + 📊 + + + + + Avg Response Time + 1.2s + ↓ 15% + faster + + ⚡ + + + + + Satisfaction Rate + 94.2% + ↑ 2.1% + vs last month + + ⭐ + + + + + + + + User Activity + Daily active users + + + + + + + + + 2k + 1.5k + 1k + 500 + + + + + + + + + + + + + + + + + + 1 + 8 + 15 + 22 + 30 + March 2024 + + + + + Messages by Type + + + + + + + + + Chat + Email + Voice + Other + + + 4.2k + 3.1k + 1.8k + 890 + + + + + + + + Top Queries + + 1. "How do I reset my password?" + 847 + + 2. "Billing information" + 623 + + 3. "Schedule a meeting" + 512 + + View all → + + + + + Performance + + Resolution Rate + + + 85% + + Escalation Rate + + + 15% + + + + + R = Refresh | E = Export | D = Date range | F = Filter + + diff --git a/src/assets/suite/app-launcher.svg b/src/assets/suite/app-launcher.svg new file mode 100644 index 00000000..7bdad04a --- /dev/null +++ b/src/assets/suite/app-launcher.svg @@ -0,0 +1,214 @@ + + + + + + + + + + + General Bots Suite + Your AI-Powered Productivity Workspace + + + + + + + + + + + + Chat + AI Assistant + + + + + + + + + + Drive + File Storage + + + + + + + + + + + Tasks + To-Do Lists + + + + + + + + + + + Mail + Email Client + + + + + + + + + + + + Calendar + Scheduling + + + + + + + + + + Meet + Video Calls + + + + + + + + + + + + + Paper + AI Writing + + + + + + + + + + Research + AI Search + + + + + + + + + + + Analytics + Reports + + + + + + + Additional Tools + + + + Designer + + + + + Sources + + + + + Compliance + + + + + Settings + + + + diff --git a/src/assets/suite/calendar-flow.svg b/src/assets/suite/calendar-flow.svg new file mode 100644 index 00000000..5ae310f8 --- /dev/null +++ b/src/assets/suite/calendar-flow.svg @@ -0,0 +1,291 @@ + + + + + + + + + + + + + + + + + Calendar - Scheduling Flow + Event management with multiple views and AI scheduling assistance + + + Views + Events + Details + Actions + + + + + + + + View Selector + Choose display mode + + + + + + Month + Overview + + + + + + Week + 7 days + + + + + + Day + Hourly + + + + + + Agenda + List view + + + + + + Mini Calendar + Quick navigation + + + + + + Event Grid + Visual timeline + + + + + + Event Cards + Color-coded + + + + + + Time Slots + Drag to create + + + + + + All-Day Events + Top banner + + + + + + Event Details + Modal/sidebar + + + + + + Title & Time + Date picker + + + + + + Location + Virtual/IRL + + + + + + Attendees + Invite + + + + + + Reminders + Notifications + + + + + + Actions + Event management + + + + + + Create Event + + New + + + + + + Edit / Delete + Modify events + + + + + + AI Schedule ✨ + Smart booking + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Choose View + Month/Week/Day + + Browse Events + Visual timeline + + View Details + Event info + + Take Action + Create/Edit + + + + + Features: + + + Drag-and-drop event creation + + + Recurring events + + + Multi-calendar support + + + AI scheduling assistant ✨ + + + Timezone handling + + + + + Shortcuts: + C = Create | M = Month | W = Week | D = Day | A = Agenda | T = Today | ← → = Navigate | Enter = Open + + + + + Endpoints: + GET /api/calendar/events | POST /api/calendar/events | PUT /api/calendar/events/{id} | DELETE /api/calendar/events/{id} | POST /api/calendar/ai/suggest + + + diff --git a/src/assets/suite/calendar-screen.svg b/src/assets/suite/calendar-screen.svg new file mode 100644 index 00000000..d2b3204e --- /dev/null +++ b/src/assets/suite/calendar-screen.svg @@ -0,0 +1,265 @@ + + + + + + + + + + + Calendar - Schedule Manager + + + + + + + + + + + + + New Event + + + + + + ◀ + March 2024 + ▶ + + + + + S + M + T + W + T + F + S + + + + + 25 + 26 + 27 + 28 + 29 + 1 + 2 + + + + + 3 + 4 + 5 + 6 + 7 + 8 + 9 + + + + + 10 + 11 + 12 + 13 + 14 + + 15 + 16 + + + + + 17 + 18 + 19 + 20 + 21 + 22 + 23 + + + + + 24 + 25 + 26 + 27 + 28 + 29 + 30 + + + + + + MY CALENDARS + + + + Personal + + + + + Work + + + + + Family + + + + + + + + Today + + ◀ + ▶ + + March 15, 2024 + + + + + Day + + Week + Month + + + + + + + + + SUN + 10 + + MON + 11 + + TUE + 12 + + WED + 13 + + THU + 14 + + FRI + + 15 + + SAT + 16 + + + + + + 8 AM + 9 AM + 10 AM + 11 AM + 12 PM + 1 PM + 2 PM + 3 PM + 4 PM + 5 PM + + + + + + + + + + + + + + + + + + + + + + + + + Team Standup + 9:00 - 10:00 + + + + Client Call + 11:00 - 12:00 + + + + Project Review + 2:00 - 3:00 + + + + 1:1 Meeting + 4:00 - 5:00 + + + + + + + + + Click to create | Drag to reschedule | Double-click to edit + + diff --git a/src/assets/suite/chat-flow.svg b/src/assets/suite/chat-flow.svg new file mode 100644 index 00000000..745ef3ea --- /dev/null +++ b/src/assets/suite/chat-flow.svg @@ -0,0 +1,239 @@ + + + + + + + + + + + + + + + + + Chat - AI Assistant Flow + WebSocket-powered real-time conversation with your AI assistant + + + Input + Transport + Processing + Response + + + + + + + + User Message + Text or Voice Input + + + + + + Voice Input + Speech-to-Text + + + + + + Quick Suggestions + One-click actions + + + + + + WebSocket + Real-time Connection + + + + + + HTMX POST + Fallback Transport + + + + + + AI Processing + LLM + Context + + + + + + Context + History + + + + + + Tools + KB + APIs + + + + + + Bot Response + Streamed to UI + + + + + + Message Display + Markdown Rendered + + + + + + Chat History + Scroll + Load More + + + + + + + + + + + + + + + + + + + + + + + + + + Conversation continues... + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Type or Speak + Enter your message + + Send + WebSocket transmit + + Process + AI generates response + + Display + See bot reply + + + + + Key Features: + + + Voice input with speech-to-text + + + Real-time WebSocket connection + + + Context-aware AI responses + + + Markdown rendering + + + + + Shortcuts: + Enter = Send | Shift+Enter = New line | ↑ = Edit last | / = Commands + + + + + Endpoints: + /ws (WebSocket) | POST /api/sessions/current/message | GET /api/sessions/current/history | POST /api/voice/start + + + diff --git a/src/assets/suite/chat-screen.svg b/src/assets/suite/chat-screen.svg new file mode 100644 index 00000000..eefb81de --- /dev/null +++ b/src/assets/suite/chat-screen.svg @@ -0,0 +1,182 @@ + + + + + + + + + + + + + + + + + + Chat - AI Assistant + + + + + + + + + + + GB + General Bots + + + + + + ☀️ + Light + + + + + + + + + + + + + JD + + + + + + + + + + + + + + + + AI Assistant + Hello! I'm your AI assistant. How can I help + you today? + + + + + + What meetings do I have scheduled for today? + + + + + + AI Assistant + You have 3 meetings scheduled for today: + 📅 10:00 AM - Team Standup (30 min) + 📅 2:00 PM - Client Call with Acme Corp (1 hr) + 📅 4:30 PM - 1:1 with Manager (30 min) + + + + + + + + + + + + + + + + + + + + + 📧 Check my email + + + ✓ Show my tasks + + + 🔍 Search documents + + + 📝 Take notes + + + + + + + + Message... + + + + + 🎤 + + + + + + ↑ + + + + + + + + ↓ + + + + + 💡 Tip: Use / for commands, @ to mention, # for tags + Enter = Send | Shift+Enter = New line | ↑ = Edit last + + diff --git a/src/assets/suite/compliance-flow.svg b/src/assets/suite/compliance-flow.svg new file mode 100644 index 00000000..8a3dffa9 --- /dev/null +++ b/src/assets/suite/compliance-flow.svg @@ -0,0 +1,289 @@ + + + + + + + + + + + + + + + + + Compliance - Security Scanner Flow + Automated security scanning for configurations, code, and credentials + + + Scan Targets + Analysis + Detection + Reporting + + + + + + + + Scan Request + API or Scheduled + + + + + + Config Files + .env, config.csv + + + + + + BASIC Scripts + .bas dialog files + + + + + + Knowledge Base + Prompts, templates + + + + + + Scanner Engine + Pattern Matching + + + + + + Credential Check + Passwords, API keys + + + + + + Code Analysis + Fragile code patterns + + + + + + Security Rules + Best practices + + + + + + Issues Found + Categorized Results + + + + + + Critical + Secrets + + + + + + Warning + Fragile + + + + + + Info + Suggestions + + + + + + Pass + OK checks + + + + + + Report + JSON + Dashboard + + + + + + Dashboard View + Visual summary + + + + + + Remediation + Fix suggestions + + + + + + Export + CSV, PDF, JSON + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Target Selection + Choose what to scan + + Analyze + Run security checks + + Detect + Categorize findings + + Report + View and export + + + + + Scan Categories: + + + Exposed credentials (passwords, API keys) + + + Fragile code patterns in .bas files + + + Missing vault usage + + + Security best practices + + + + + Severity Levels: + 🔴 Critical (immediate action) | 🟠 Warning (should fix) | 🔵 Info (recommendations) | 🟢 Pass (compliant) + + + + + Endpoints: + GET /api/compliance | POST /api/compliance/scan | GET /api/compliance/report/{id} | GET /api/compliance/export/{format} + + + diff --git a/src/assets/suite/compliance-screen.svg b/src/assets/suite/compliance-screen.svg new file mode 100644 index 00000000..c8b4c4f6 --- /dev/null +++ b/src/assets/suite/compliance-screen.svg @@ -0,0 +1,279 @@ + + + + + + + + + + + + + + + + + + + + + + + Compliance - Security Scanner + + + + + + + + + + + + 🔍 Run Scan + + + + + SCAN TYPES + + + + 🛡️ + All Checks + + + + 🔐 + Security + + + + 📋 + Privacy + + + + ⚡ + Performance + + + + ♿ + Accessibility + + + + + + FRAMEWORKS + + + + GDPR + + + + + SOC 2 + + + + + HIPAA + + + + + ISO 27001 + + + + + + Security Overview + Last scan: 5 minutes ago • Next scheduled: 24 hours + + + + + + 📄 Export + + + + + + + + + Overall Score + 87 + /100 + ↑ 5 pts + + + + + Passed + 42 + + 89% + + + + + Warnings + 4 + + 8% + + + + + Critical + 1 + + 2% + + + + + Issues Found + + + + + + + 🚨 + Insecure API Endpoint Detected + /api/v1/users lacks authentication • Found 2 hours ago + + Critical + + Fix + + + + + + + + ⚠️ + Outdated SSL Certificate + Certificate expires in 15 days • Renewal recommended + + Warning + + Fix + + + + + + + + ⚠️ + Missing Content Security Policy + CSP header not configured • XSS vulnerability risk + + Warning + + Fix + + + + + + + + ✓ + Data Encryption at Rest + AES-256 encryption enabled • All data stores compliant + + Passed + + + + + + Compliance Progress + + + + GDPR + + + 95% + + + + + SOC 2 + + + 90% + + + + + HIPAA + + + 75% + + + + + ISO 27001 + + + 88% + + + + + + R = Rescan | F = Filter by severity | E = Export report | Enter = View details + + diff --git a/src/assets/suite/designer-flow.svg b/src/assets/suite/designer-flow.svg new file mode 100644 index 00000000..06d5b781 --- /dev/null +++ b/src/assets/suite/designer-flow.svg @@ -0,0 +1,289 @@ + + + + + + + + + + + + + + + + + Designer - Visual Dialog Builder Flow + VB6-style drag-and-drop interface for creating BASIC dialog scripts + + + Toolbox + Canvas + Properties + Export + + + + + + + + Toolbox Panel + Drag blocks to canvas + + + + + + TALK + Output + + + + + HEAR + Input + + + + + + IF + Condition + + + + + FOR + Loop + + + + + + SET + Variable + + + + + CALL + Procedure + + + + + + Design Canvas + Visual workspace + + + + + + Node Placement + Snap to grid + + + + + + Connections + Flow arrows + + + + + + Selection + Multi-select, move + + + + + + Properties + Edit block settings + + + + + + Block Fields + Text, values + + + + + + Validation + Type checking + + + + + + Live Preview + BASIC output + + + + + + Export .bas + Generate code + + + + + + Save Design + JSON format + + + + + + Load Design + Open existing + + + + + + Deploy + To bot package + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Select Block + Drag from toolbox + + Place & Connect + Build flow on canvas + + Configure + Set properties + + Export + Generate .bas file + + + + + Block Types: + + + I/O (TALK, HEAR) + + + Logic (IF, FOR, SWITCH) + + + Actions (SET, CALL, GET) + + + Memory (BOT/USER MEMORY) + + + Integration (SEND MAIL, POST) + + + + + Shortcuts: + Ctrl+S = Save | Ctrl+Z = Undo | Ctrl+Y = Redo | Del = Delete | Ctrl+D = Duplicate | Ctrl+E = Export + + + + + Canvas: + Click = Select | Drag = Move | Click port = Connect | Right-click = Context menu | Scroll = Pan | Ctrl+Scroll = Zoom + + + diff --git a/src/assets/suite/designer-screen.svg b/src/assets/suite/designer-screen.svg new file mode 100644 index 00000000..c6fbb0da --- /dev/null +++ b/src/assets/suite/designer-screen.svg @@ -0,0 +1,279 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + Designer - Visual Flow Builder + + + + + + + + + Components + + + + + TRIGGERS + + + + + ▶ + Start + + + + + + 💬 + Message + + + + ACTIONS + + + + + 🤖 + AI Response + + + + + + 📧 + Send Email + + + + + + ⚡ + API Call + + + + LOGIC + + + + + ◇ + Condition + + + + + + ⏱ + Wait + + + + + + ⬤ + End + + + + + + + + + + + + + + Add + + + ↩ + + + ↪ + + + + + 🔍 + + + + + + + − + + 100% + + + + + ▶ Test + + + Deploy + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ▶ + Start + User message + + + + + + + 🤖 + AI Response + GPT-4 Model + + + + + + + + ◇ + Condition + intent == support + + + + + + + 📧 + Send Email + Support team + + + + + + + ⬤ + End + Complete flow + + + + + + + Properties + + + NODE + AI Response + + MODEL + + + GPT-4 + ▾ + + PROMPT + + + You are a + helpful + assistant... + + TEMPERATURE + + + 0.7 + + + + + Drag to connect | Del = Delete | Ctrl+D = Duplicate | Ctrl+Z = Undo + + diff --git a/src/assets/suite/drive-flow.svg b/src/assets/suite/drive-flow.svg new file mode 100644 index 00000000..9b6c7589 --- /dev/null +++ b/src/assets/suite/drive-flow.svg @@ -0,0 +1,269 @@ + + + + + + + + + + + + + + + + Drive - File Management Flow + Cloud storage with drag-and-drop, sharing, and organization + + + Navigation + Actions + Storage + Display + + + + + + + + Sidebar + + + + + My Drive + + + Starred + + + Recent + + + Trash + + + + + + + New + Upload Files | New Folder + + + + + + + Upload + Drag & Drop + + + + Download + Single/Batch + + + + Rename + Edit name + + + + Move / Copy + Organize + + + + Share + Get link + + + + Delete + Move to Trash + + + + + + SeaweedFS + Object Storage + + + + + + REST API + /api/v1/drive/* + + + + + + PostgreSQL + File Metadata + + + + + + File View + + + + + Grid + + + List + + + My Drive / Projects / 2024 + + + + 📁 Docs + + + 📄 Report + + + 🖼 Image + + + Storage Used + + + 4.2 GB of 10 GB + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Navigate + Browse folders + + Action + Upload, move, share + + Store + Save to cloud + + View + Grid or list display + + + + + Key Features: + + + Drag-and-drop upload + + + Context menu actions + + + SeaweedFS object storage + + + Grid/List view toggle + + + Star & label files + + + + + Shortcuts: + Ctrl+U = Upload | Ctrl+N = New Folder | Delete = Trash | Ctrl+C/V = Copy/Paste | Enter = Open + + + + + Endpoints: + GET /api/v1/drive/list | POST /api/v1/drive/upload | DELETE /api/v1/drive/file | PUT /api/v1/drive/move + + + + + HTMX: + hx-get="/api/v1/drive/list" hx-target="#file-list" hx-trigger="load, click" hx-swap="innerHTML" + + + diff --git a/src/assets/suite/drive-screen.svg b/src/assets/suite/drive-screen.svg new file mode 100644 index 00000000..30157282 --- /dev/null +++ b/src/assets/suite/drive-screen.svg @@ -0,0 +1,187 @@ + + + + + + + + + + + Drive - File Manager + + + + + + + + + + + New + + + + + My Drive + 📁 + + 👥 + Shared with me + + ⭐ + Starred + + 🕐 + Recent + + 🗑️ + Trash + + + + STORAGE + + + 6.5 GB of 10 GB + + + + + + 🔍 + Search files... + + + ⊞ + + + ≡ + + + ⚙ + + + + My Drive + / + Projects + / + 2024 + + + + + Name + Modified + Size + Owner + + + + + + ✓ + 📁 + Reports + Today, 10:30 AM + — + me + + + + + + 📁 + Presentations + Yesterday + — + me + + + + + 📊 + Budget-2024.xlsx + Mar 15, 2024 + 245 KB + me + + + + + 📄 + Project-Proposal.docx + Mar 14, 2024 + 128 KB + me + + + + + 📕 + Contract-Signed.pdf + Mar 10, 2024 + 1.2 MB + John D. + + + + + 🖼️ + Logo-Final.png + Mar 8, 2024 + 89 KB + me + + + + + 📤 + Drop files here or click + New to upload + + + + 1 item selected + • + 6 items + Ctrl+U Upload | Del Delete | Ctrl+C Copy + + diff --git a/src/assets/suite/live-monitoring-organism.svg b/src/assets/suite/live-monitoring-organism.svg new file mode 100644 index 00000000..1ce47aa9 --- /dev/null +++ b/src/assets/suite/live-monitoring-organism.svg @@ -0,0 +1,521 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 🔴 LIVE SYSTEM MONITOR + + + General Bots Platform • Real-time Component Status + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 🤖 + + + BotServer + ● RUNNING + v5.0.2 • Rust + + + + + + + + + + + + + + + + + + + + 🐘 + PostgreSQL + + + Connections: 24/100 + Queries/sec: 847 + + + + + + + ● HEALTHY + v16.2 + + + + + + FUNCTIONS + • User Sessions + • Bot Configs + + + + + + + + + + + + + + + + + + + + Qdrant + Vectors: 1.2M + Collections: 8 + Search: 12ms avg + + + + + + ● HEALTHY + v1.9.2 + + + + + + FUNCTIONS + • Semantic Search + • RAG Embeddings + + + + + + + + 📁 + 📄 + 🖼️ + + MinIO Drive + Storage: 45.2 GB + Objects: 12,847 + + + + + + ● HEALTHY + v2024.01 + + + + + + + + + + + 🧠 + + + + + + + BotModels + Model: gpt-4o + Tokens/hr: 125K + Latency: 890ms + + + + + + ● RUNNING + v2.1.0 + + + + + + FUNCTIONS + • LLM Inference + • Model Routing + + + + + + + + 🔐 + + Vault + Secrets: 156 + Policies: 12 + + + + + + ● SEALED + v1.15.0 + + + + + + + + ⚡ + + Redis Cache + Hit Rate: 94.2% + Keys: 8,421 + Memory: 256MB + + + + + + ● CONNECTED + v7.2.4 + + + + + + + + + + + + + + + + + + + + + + + + + InfluxDB + Points/sec: 2,450 + Retention: 30d + Buckets: 4 + + + + + + ● RECORDING + v2.7.3 + + + + + + SYSTEM RESOURCES + + + CPU + + + + + 70% + + + MEM + + + + + 60% + + + GPU + + + + + 40% + + + + + + + + + SESSIONS + + 247 + + + + + + + MESSAGES + 12.4K + + + + + AVG RESPONSE + 1.2s + + + + + UPTIME + 99.9% + + + + + + + STATUS LEGEND + + + Healthy/Running + + + Warning/Degraded + + + Error/Stopped + + + + + Last updated: 2025-01-14 15:42:31 UTC + + + + + + + + + + diff --git a/src/assets/suite/mail-flow.svg b/src/assets/suite/mail-flow.svg new file mode 100644 index 00000000..1632596f --- /dev/null +++ b/src/assets/suite/mail-flow.svg @@ -0,0 +1,302 @@ + + + + + + + + + + + + + + + + + Mail - Email Client Flow + IMAP/SMTP email management with AI-powered features + + + Folders + Messages + Actions + Compose + + + + + + + + Folder List + Navigate mailbox + + + + + + Inbox + Received + + + + + + Sent + Outgoing + + + + + + Drafts + In progress + + + + + + Trash + Deleted + + + + + + Starred + Important + + + + + + Archive + Stored + + + + + + Message List + Browse emails + + + + + + Preview Pane + Quick read + + + + + + Search + Find messages + + + + + + Filters + Unread, starred + + + + + + Actions + Manage emails + + + + + + Reply + Respond + + + + + + Forward + Share + + + + + + Delete + Remove + + + + + + Archive + Store + + + + + + AI Summary ✨ + Quick insights + + + + + + Compose + Write new email + + + + + + Recipients + To, CC, BCC + + + + + + Rich Editor + Format text + + + + + + Attachments + Add files + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Select Folder + Navigate mailbox + + Read Messages + Browse and search + + Take Action + Reply, forward, delete + + Compose + Write new email + + + + + AI Features: + + + Smart compose with AI suggestions + + + Thread summarization + + + Priority detection + + + Action item extraction + + + + + Shortcuts: + C = Compose | R = Reply | F = Forward | E = Archive | # = Delete | S = Star | / = Search + + + + + Endpoints: + GET /api/mail/folders | GET /api/mail/messages | POST /api/mail/send | DELETE /api/mail/{id} | POST /api/mail/ai/summarize + + + diff --git a/src/assets/suite/mail-screen.svg b/src/assets/suite/mail-screen.svg new file mode 100644 index 00000000..1f10fedb --- /dev/null +++ b/src/assets/suite/mail-screen.svg @@ -0,0 +1,192 @@ + + + + + + + + + + + Mail - Email Client + + + + + + + + + + + + ✏ Compose + + + + + + 📥 + Inbox + 3 + + 📤 + Sent + + 📝 + Drafts + + ⭐ + Starred + + 🗑️ + Trash + + + + + + + + + Inbox + + 🔄 + + + + + + + + + + Sarah Johnson + 10:30 AM + Project Update + Hi team, here is the latest... + + + + + + + Marketing Team + 9:15 AM + Q4 Campaign Results + The numbers are in and... + + + + + + + John Smith + Yesterday + Meeting Notes + Thanks for the call today... + + + + + Alex Chen + Mar 15 + Re: Budget Review + Looks good to me... + + + + HR Department + Mar 14 + Benefits Enrollment + Open enrollment starts... + + + + + + + + Meeting Notes + + + + JS + + John Smith + john.smith@company.com + + Yesterday, 3:45 PM + + + + + + + + + ↩ Reply + + + ↩↩ Reply All + + + ↪ Forward + + + 🗑 Delete + + + + + + + Hi Team, + Thanks for joining the call today. Here are the key + takeaways from our discussion: + + • Project timeline updated to Q2 launch + • Budget approved for additional resources + • Next review scheduled for Friday + + Let me know if you have any questions. + + Best regards, + John + + + + + Ctrl+R Reply | Ctrl+Shift+R Reply All | Ctrl+F Forward | Del Delete + + diff --git a/src/assets/suite/meet-flow.svg b/src/assets/suite/meet-flow.svg new file mode 100644 index 00000000..62e56ddb --- /dev/null +++ b/src/assets/suite/meet-flow.svg @@ -0,0 +1,299 @@ + + + + + + + + + + + + + + + + + Meet - Video Calls Flow + LiveKit-powered video conferencing with AI transcription and summaries + + + Setup + Meeting + AI Features + Post-Meeting + + + + + + + + Start Meeting + Create or join + + + + + + Camera + Video + + + + + + Mic + Audio + + + + + + Preview + Check before join + + + + + + Invite + Share link + + + + + + Video Grid + Participants view + + + + + + Controls + Mute, camera, share + + + + + + Chat + Messages + + + + + + Share + Screen + + + + + + React + 👍 🎉 + + + + + + Hand + ✋ Raise + + + + + + AI Features ✨ + Smart assistance + + + + + + Transcription + Live captions + + + + + + Live Summary + Real-time notes + + + + + + Action Items + Auto-detect tasks + + + + + + Post-Meeting + After the call + + + + + + Recording + Video playback + + + + + + Full Transcript + Searchable text + + + + + + Meeting Notes + AI summary + tasks + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Setup + Check devices + + Meeting + Video conference + + AI Assist + Live transcription + + Review + Notes and recording + + + + + Meeting Controls: + + + Camera and microphone + + + Screen sharing + + + Recording + + + Live transcription + + + Chat and reactions + + + + + Shortcuts: + M = Mute | V = Video | S = Share screen | R = Record | H = Raise hand | Space = Push-to-talk | Esc = Leave + + + + + Endpoints: + POST /api/meet/create | GET /api/meet/join/{id} | GET /api/meet/transcript/{id} | GET /api/meet/recording/{id} | POST /api/meet/ai/summary + + + diff --git a/src/assets/suite/meet-screen.svg b/src/assets/suite/meet-screen.svg new file mode 100644 index 00000000..fda3f497 --- /dev/null +++ b/src/assets/suite/meet-screen.svg @@ -0,0 +1,185 @@ + + + + + + + + + + + + + + + Meet - Video Conference + + + + + + + + + + + JS + John Smith + Speaking... + + + + + + + + + + + + + + + Team Standup • 15:32 + + + + + + + ME + You + + + + + + Participants (5) + + + + + + SW + Sarah Wilson + + Online + + + + + + + MJ + Mike Johnson + + Muted + + + + + + + AC + Alex Chen + + Online + + + + + + + EM + Emma Miller + + Online + + + + + + + Invite People + + + + + + + + + Team Standup + 5 participants • 15:32 + + + + + + + 🎤 + + + + 📹 + + + + 🖥 + + + + 💬 + + + + 📞 + + + + + + + ⚙ + + + + ⛶ + + + + ⊞ + + + + + M = Mute | V = Camera | S = Share Screen | C = Chat | L = Leave + + diff --git a/src/assets/suite/paper-flow.svg b/src/assets/suite/paper-flow.svg new file mode 100644 index 00000000..a5c08417 --- /dev/null +++ b/src/assets/suite/paper-flow.svg @@ -0,0 +1,332 @@ + + + + + + + + + + + + + + + + + Paper - AI Writing Assistant Flow + Rich text editor with AI-powered writing, editing, and formatting assistance + + + Create + Edit + AI Assist + Export + + + + + + + + New Document + Create or open + + + + + + Blank + Fresh start + + + + + + Template + Pre-built + + + + + + Import + MD, DOCX + + + + + + AI Gen ✨ + From prompt + + + + + + Recent Documents + Quick access + + + + + + Rich Editor + Write content + + + + + + Formatting + Bold, italic, headers + + + + + + Lists + Bullets + + + + + + Tables + Grid data + + + + + + Code + Syntax HL + + + + + + Images + Media + + + + + + AI Assist ✨ + Writing helper + + + + + + Continue Writing + Auto-complete + + + + + + Improve + Rewrite + + + + + + Summary + Condense + + + + + + Translate + Languages + + + + + + Grammar + Fix errors + + + + + + Export + Save and share + + + + + + .md + Markdown + + + + + + .pdf + Document + + + + + + .html + Web page + + + + + + .docx + Word + + + + + + Auto-Save + Never lose work + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Create + New document + + Write + Rich text editing + + Enhance + AI assistance + + Export + Multiple formats + + + + + AI Writing Features: + + + Auto-complete sentences + + + Improve writing style + + + Summarize content + + + Multi-language translate + + + Grammar and spelling + + + + + Shortcuts: + Ctrl+B = Bold | Ctrl+I = Italic | Ctrl+K = Link | Ctrl+/ = AI assist | Ctrl+S = Save | Ctrl+E = Export | Ctrl+Z = Undo + + + + + Endpoints: + GET /api/paper/documents | POST /api/paper/save | POST /api/paper/ai/continue | POST /api/paper/ai/improve | GET /api/paper/export/{format} + + + diff --git a/src/assets/suite/paper-screen.svg b/src/assets/suite/paper-screen.svg new file mode 100644 index 00000000..c3306d5e --- /dev/null +++ b/src/assets/suite/paper-screen.svg @@ -0,0 +1,209 @@ + + + + + + + + + + + Paper - AI Writing Assistant + + + + + + + + + + + + + New Document + + + + + RECENT DOCUMENTS + + + + 📄 + Project Proposal + Edited 2 min ago + + + + 📄 + Meeting Notes + Edited yesterday + + + + 📄 + Q4 Report Draft + Edited Mar 14 + + + + 📄 + Blog Post Ideas + Edited Mar 12 + + + + + + TEMPLATES + + + 📝 + Blank Document + + + + 📋 + Meeting Notes + + + + 📊 + Report + + + + 📧 + Email Draft + + + + + + + + + + + + + + B + + + I + + + U + + + + + + Heading ▾ + + + + + + ≡ + + + ☰ + + + + + + 🔗 + + + 🖼 + + + + + + ✨ AI Assist + + + + ⋮ + + + + + Project Proposal + Last edited 2 minutes ago • Auto-saved + + + + + Executive Summary + + This proposal outlines a comprehensive strategy for improving + our customer engagement platform. The project aims to increase + user retention by 25% and reduce support tickets by 40%. + + Key Objectives + + • Redesign the onboarding experience for new users + • Implement AI-powered customer support chatbot + • Create personalized dashboard for each user segment + • Integrate analytics tracking for better insights| + + + + + + + + + ✨ AI Suggestion + Consider adding a timeline section to outline project milestones + and deliverables. This helps stakeholders understand the scope. + + + + Insert + + + Dismiss + + + Regenerate + + + + + + 324 words • 1,847 characters • Reading time: 2 min + Ctrl+S Save | Ctrl+B Bold | Ctrl+I Italic | Ctrl+K Link + + diff --git a/src/assets/suite/player-flow.svg b/src/assets/suite/player-flow.svg new file mode 100644 index 00000000..001984e7 --- /dev/null +++ b/src/assets/suite/player-flow.svg @@ -0,0 +1,113 @@ + + + + + + + + + + + Player - Media Viewer Flow + + + + + + + 🎬 Player + quarterly-report.pptx + ✕ + + + + 📊 + Slide 3 of 12 + Q4 Revenue Overview + + + + ◀ + + + ▶ + + + + + + + ⏮ + + + ▶ + + + ⏭ + + + + + + + 3 / 12 + + + + 🔍 + + + ⛶ + + + ⬇ + + + + Supported + + 📄 PDF + 📊 PPTX + 🎬 MP4 + 🎵 MP3 + 🖼️ PNG + 📝 DOCX + + + + Open From + + 💬 Chat + + + 📁 Drive + + + 🔗 Direct URL + + + + + Shortcuts + + Space: Play/Pause + ← →: Navigate + F: Fullscreen + ↑ ↓: Volume + Esc: Close + +/-: Zoom + + + Unified viewer for documents, presentations, audio, video, and images + diff --git a/src/assets/suite/player-screen.svg b/src/assets/suite/player-screen.svg new file mode 100644 index 00000000..519b1ded --- /dev/null +++ b/src/assets/suite/player-screen.svg @@ -0,0 +1,203 @@ + + + + + + + + + + + + + + + Player - Media Viewer + + + + + + + + + + + + + Q4 2024 Business Review + Strategic Initiatives and Key Metrics + + + • Revenue grew 23% year-over-year + • Customer satisfaction score: 94% + • New product launches: 3 + • Market expansion into APAC region + + + + Revenue Trend + + + + + + + + Q1 + Q2 + Q3 + Q4 + + + + + 5 / 12 + + + + + + + + + + ⏮ + + + + ▶ + + + + ⏭ + + + + + 2:34 + + + + 5:48 + + + + + + + 🔊 + + + + ⛶ + + + + ⚙ + + + + + + + Playlist + 12 slides • 5:48 total + + + + + + + + 1 + Title Slide + 0:00 + + + + + + + 2 + Agenda + 0:30 + + + + + + + 3 + Overview + 1:15 + + + + + + + 4 + Metrics + 1:58 + + + + + + + 5 + Q4 Review + ▶ Playing + + + + + + + 6 + Roadmap + 3:20 + + + + + 6 more slides + + + + + Space = Play/Pause | ← → = Navigate | F = Fullscreen | M = Mute + + diff --git a/src/assets/suite/research-flow.svg b/src/assets/suite/research-flow.svg new file mode 100644 index 00000000..32693d11 --- /dev/null +++ b/src/assets/suite/research-flow.svg @@ -0,0 +1,307 @@ + + + + + + + + + + + + + + + + + Research - AI Search Flow + Multi-source intelligent search with AI-powered synthesis and citations + + + Query + Sources + AI Processing + Results + + + + + + + + Search Query + Natural language + + + + + + Quick + Fast mode + + + + + + Deep + Thorough + + + + + + Filters + Date, type, source + + + + + + Search History + Recent queries + + + + + + Data Sources + Multi-source search + + + + + + Web + Internet + + + + + + KB + Internal + + + + + + Docs + Drive files + + + + + + APIs + External + + + + + + News + RSS feeds + + + + + + Papers + Academic + + + + + + AI Processing ✨ + LLM synthesis + + + + + + RAG Pipeline + Vector retrieval + + + + + + Synthesis + Combine sources + + + + + + Fact Check + Verify claims + + + + + + Results + AI-generated answer + + + + + + Summary + Concise answer + + + + + + Citations + Source links + + + + + + Save to Collection + Bookmark research + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Ask Question + Natural language + + Search Sources + Multi-source lookup + + AI Synthesis + Combine and verify + + Get Answer + Cited summary + + + + + Search Modes: + + + Quick - Fast answers from cache + + + Deep - Thorough multi-source search + + + RAG - Knowledge base retrieval + + + Verified - Fact-checked answers + + + + + Shortcuts: + / = Focus search | Enter = Search | Ctrl+D = Deep mode | Ctrl+S = Save | Ctrl+C = Copy answer | ↑↓ = Navigate results + + + + + Endpoints: + POST /api/research/search | GET /api/research/sources | POST /api/research/deep | GET /api/research/collections | POST /api/research/save + + + diff --git a/src/assets/suite/research-screen.svg b/src/assets/suite/research-screen.svg new file mode 100644 index 00000000..cb8ff8ba --- /dev/null +++ b/src/assets/suite/research-screen.svg @@ -0,0 +1,160 @@ + + + + + + + + + + + Research - AI-Powered Search + + + + + + + + + 🔍 + How does machine learning work in recommendation systems? + + + Search + + + + + + All + + + Articles + + + Papers + + + Web + + + Videos + + 23 results • 1.2s + + + + + + ✨ AI Summary + + Machine learning powers recommendation systems through several key techniques: + + • Collaborative filtering analyzes user behavior patterns to find similar users + • Content-based filtering matches item attributes to user preferences + • Deep learning models can capture complex non-linear relationships + + Based on 5 sources + + + + + + + Understanding Recommendation Systems: A Complete Guide + ml-guide.com • Published 2024 + A comprehensive overview of how modern recommendation systems + leverage machine learning algorithms to personalize content... + + + Article + + + + + + Collaborative Filtering vs Content-Based: A Comparison + research.ai • IEEE 2023 + This paper compares the effectiveness of collaborative filtering and + content-based approaches in various recommendation scenarios... + + + Paper + + + + + + + Sources (5) + + + + ML Guide + ml-guide.com + + ✓ + + + + + IEEE Research + ieee.org + + ✓ + + + + + ArXiv Paper + arxiv.org + + ✓ + + + + + Medium Article + medium.com + + ✓ + + + + + + Add Source + + + + + Enter = Search | Tab = Next result | S = Save | E = Export citations + + diff --git a/src/assets/suite/sources-flow.svg b/src/assets/suite/sources-flow.svg new file mode 100644 index 00000000..48b576ec --- /dev/null +++ b/src/assets/suite/sources-flow.svg @@ -0,0 +1,302 @@ + + + + + + + + + + + + + + + + + Sources - Prompts & Templates Management + Manage AI prompts, bot templates, news feeds, MCP servers, LLM tools, and models + + + Source Types + Browse + Configure + Deploy + + + + + + + + Tab Navigation + 6 resource categories + + + + + + Prompts + AI prompts + + + + + + Templates + .gbai bots + + + + + + News + RSS feeds + + + + + + MCP + Servers + + + + + + Tools + LLM tools + + + + + + Models + AI models + + + + + + Browse Items + Grid/List view + + + + + + Search + Filter by name/tag + + + + + + Categories + CRM, HR, Support... + + + + + + Preview + Quick look + + + + + + Configure + Customize settings + + + + + + Edit Content + Modify prompts + + + + + + Parameters + API keys, config + + + + + + Test + Try before deploy + + + + + + Deploy + Activate resources + + + + + + Install Template + Create new bot + + + + + + Activate + Enable in system + + + + + + Monitor + Usage stats + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Select Tab + Choose resource type + + Browse + Search and explore + + Configure + Customize settings + + Deploy + Activate resource + + + + + Resource Types: + + + Prompts - Reusable AI instructions + + + Templates - Ready-made .gbai bots + + + News - RSS/Atom feeds + + + MCP - Model servers + + + Tools - LLM capabilities + + + Models + + + + + Categories: + CRM | HR | Compliance | Support | Sales | Marketing | Finance | Legal | IT | Custom + + + + + Endpoints: + GET /api/sources/{type} | POST /api/sources/install | GET /api/templates | POST /api/prompts | GET /api/models + + + diff --git a/src/assets/suite/sources-screen.svg b/src/assets/suite/sources-screen.svg new file mode 100644 index 00000000..38a67a42 --- /dev/null +++ b/src/assets/suite/sources-screen.svg @@ -0,0 +1,248 @@ + + + + + + + + + + + + + + + + + + + + + + + Sources - Prompts & Templates + + + + + + + + + + + + + New Source + + + + + CATEGORIES + + + + 📚 + All Sources + 24 + + + + 💬 + Prompts + 12 + + + + 📄 + Templates + 8 + + + + 🔗 + Integrations + 4 + + + + ⭐ + Favorites + 6 + + + + + + TAGS + + + + customer + + + + + sales + + + + + support + + + + + technical + + + + + + All Sources + 24 items • Manage your prompts and templates + + + + + + 🔍 + Search sources... + + + + + + + + + + 💬 + Customer Support + Handle support inquiries + with empathy and clarity + + prompt + + + + + 📝 + Email Template + Professional email + response format + + template + + + + + 🤖 + Sales Assistant + Product recommendations + and pricing help + + prompt + + + + + + + + 📊 + Report Generator + Create structured + analysis reports + + template + + + + + 🔗 + CRM Integration + Connect with your + CRM system + + integration + + + + + 🎯 + FAQ Bot + Automated answers + for common questions + + prompt + + + + + + + + ✍️ + Content Writer + Blog posts and + marketing copy + + prompt + + + + + 📋 + Meeting Notes + Structured meeting + summary template + + template + + + + + + + + Add New Source + Create from scratch + + + + + Click to edit | Del = Delete | D = Duplicate | Enter = Use in chat + + diff --git a/src/assets/suite/suite-layout.svg b/src/assets/suite/suite-layout.svg new file mode 100644 index 00000000..1e741a52 --- /dev/null +++ b/src/assets/suite/suite-layout.svg @@ -0,0 +1,136 @@ + + + + + Suite - Full Desktop Layout + + + + + + + + + 🤖 General Bots + + + + 🔍 Search or ask anything... + + + 🔔 + ⚙️ + 🌙 + + + + ⋮⋮⋮ + + + + + + + 👤 + John Doe + john@company.com + + + + 💬 + Chat + + + 📁 + Drive + + + ✓ + Tasks + + + ✉ + Mail + + + 📅 + Calendar + + + 🎥 + Meet + + + MORE APPS + + + 📝 + Paper + + + 🔍 + Research + + + + + + 💬 Chat + + + + + 🤖 Bot + Hello! How can I help you today? + + + What meetings do I have today? + + + 🤖 Bot + You have 2 meetings scheduled: + • 2:00 PM - Team Standup (30 min) + + + + 📊 Tasks + + + 📧 Check mail + + + 📅 Schedule + + + + Type your message... + 🎤 + ↑ + + + + ● Connected + Alt+1: Chat | Alt+2: Drive | Alt+3: Tasks | Alt+4: Mail + + + + Desktop >1024px + + + Tablet 768px + + + Mobile <768 + diff --git a/src/assets/suite/suite-screen.svg b/src/assets/suite/suite-screen.svg new file mode 100644 index 00000000..e1fe6af8 --- /dev/null +++ b/src/assets/suite/suite-screen.svg @@ -0,0 +1,220 @@ + + + + + + + + + + + + + + + + + + Suite - Main Interface + + + + + + + + + + + GB + General Bots + + + + + + ☀️ + Light + + + + + + + + + + + + + JD + + + + + + + Applications + + + + + + + + 💬 + Chat + + + + + 📁 + Drive + + + + + ✓ + Tasks + + + + + + + ✉ + Mail + + + + + 📅 + Calendar + + + + + 🎥 + Meet + + + + + + + 📝 + Paper + + + + + 🔍 + Research + + + + + 📊 + Analytics + + + + + + + + + + + Connected + + + + + + + AI Assistant + Hello! How can I help you today? + + + + What's on my calendar for today? + + + + AI Assistant + You have 2 meetings today: + • 2:00 PM - Team Standup + • 4:00 PM - Project Review + + + + + + 📧 Check email + + + ✓ My tasks + + + 📁 Recent files + + + + + + Message... + + + 🎤 + + + ↑ + + + + + ↓ + + + + Enter = Send | Shift+Enter = New line | / = Commands | @ = Mention + + diff --git a/src/assets/suite/tasks-flow.svg b/src/assets/suite/tasks-flow.svg new file mode 100644 index 00000000..12f5a2ec --- /dev/null +++ b/src/assets/suite/tasks-flow.svg @@ -0,0 +1,280 @@ + + + + + + + + + + + + + + + + Tasks - To-Do Management Flow + Create, organize, and track your tasks with categories and priorities + + + Create + Organize + Track + Complete + + + + + + + + Add Task + + + + + What needs to be done? + + + + Category + + + Due Date + + + + + + Filter Tabs + + + + All + + + Active + + + Done + + + Priority + + + + + + Categories + + + Work + + + Personal + + + Shopping + + + Health + + + Custom + + + + + + Task List + + + + + Review report + + + + Call client + + + + Update docs + + + + + Send email + + + + + + Stats + + + + + 12 + Total + + + 5 + Active + + + 7 + Completed + + + 2 + Overdue + + + + + + + + + + + + + + + + + + + + 1 + + + 2 + + + 3 + + + 4 + + + + + + + + Add Task + Enter description + + Categorize + Set priority & date + + Track + View & filter tasks + + Complete + Check off done + + + + + Priority Levels: + + + High - Must do today + + + Medium - Important + + + Low - Can wait + + + None - No deadline + + + + + Key Features: + + + Click checkbox to complete + + + Filter by status or category + + + Set due dates with calendar + + + Real-time stats dashboard + + + + + Shortcuts: + Enter = Add task | Space = Toggle complete | Delete = Remove task | Tab = Next field + + + + + Endpoints: + GET /api/tasks | POST /api/tasks | PATCH /api/tasks/:id | DELETE /api/tasks/:id + + + + + HTMX: + hx-post="/api/tasks" hx-target="#task-list" hx-swap="afterbegin" hx-on::after-request="this.reset()" + + + diff --git a/src/assets/suite/tasks-screen.svg b/src/assets/suite/tasks-screen.svg new file mode 100644 index 00000000..7b755b34 --- /dev/null +++ b/src/assets/suite/tasks-screen.svg @@ -0,0 +1,211 @@ + + + + + + + + + + + Tasks - To-Do Manager + + + + + + + + + + + + + Add Task + + + + + + 📋 + All Tasks + 12 + + 📅 + Today + 5 + + 📆 + Upcoming + 8 + + ⭐ + Important + 3 + + ✅ + Completed + 24 + + + + + PROJECTS + + + + Work + + + + + Personal + + + + + Learning + + + + + + All Tasks + 12 tasks, 5 due today + + + + + Filter ▾ + + + Sort ▾ + + + + + + + + + Add a new task... + + + + + + + + + + Complete quarterly report + + Work + Today + ⭐ + + + + + + + + Review pull request #234 + + Work + Today + ☆ + + + + + + + + Prepare presentation slides + + Work + Tomorrow + ☆ + + + + + + + + Read documentation updates + + Learning + Mar 20 + ☆ + + + + + + + ✓ + Update team meeting notes + + Work + Completed + ☆ + + + + + + + ✓ + Schedule dentist appointment + + Personal + Completed + ☆ + + + + + + Enter = Add task | Space = Toggle complete | Del = Delete | S = Star + + diff --git a/src/assets/technical-specs.svg b/src/assets/technical-specs.svg new file mode 100644 index 00000000..ef5e9f39 --- /dev/null +++ b/src/assets/technical-specs.svg @@ -0,0 +1,146 @@ + + + + + System Technical Specifications + + + + + + + + Embedding Configuration + + Model: bge-small-en-v1.5-f32.gguf + • Dimensions: 384 + • Format: GGUF (quantized) + • Server: localhost:8082 + • Memory: ~200MB loaded + + + + + + LLM Configuration + + Model: DeepSeek-R1-Distill-Qwen-1.5B + • Context Size: 4096 tokens + • Max Predict: 1024 tokens + • Parallel Requests: 6 + • Quantization: Q3_K_M + + + + + + Performance Characteristics + + + Vector Index: HNSW Algorithm + • M=16, ef_construction=200 + • Distance: Cosine Similarity + • Build: ~1000 docs/minute + + + Chunking Strategy + • Chunk Size: 512 tokens + • Overlap: 50 tokens + • Prompt Compact: Level 4 + + + Runtime Metrics + • Query Latency: <50ms p99 + • Memory: ~1GB/million chunks + • Cache TTL: 3600 seconds + + + + + diff --git a/src/assets/wa-chat.css b/src/assets/wa-chat.css new file mode 100644 index 00000000..c399c390 --- /dev/null +++ b/src/assets/wa-chat.css @@ -0,0 +1,209 @@ +/** + * WhatsApp-style Chat Conversation CSS + * + * Standard styling for conversation examples in General Bots documentation. + * Include this CSS in your mdBook or HTML output to style