Initial commit: AISBF - AI Service Broker Framework

DOCUMENTATION.md

+# AISBF - AI Service Broker Framework || AI Should Be Free
+
+## Overview
+
+AISBF is a modular proxy server for managing multiple AI provider integrations. It provides a unified API interface for interacting with various AI services (Google, OpenAI, Anthropic, Ollama) with support for provider rotation and error tracking.
+
+## Project Structure
+
+```
+geminiproxy/
+├── aisbf/                    # Main Python module
+│   ├── __init__.py          # Module initialization with exports
+│   ├── config.py            # Configuration management
+│   ├── models.py            # Pydantic models
+│   ├── providers.py         # Provider handlers
+│   ├── handlers.py          # Request handlers
+│   ├── providers.json       # Default provider configs (moved to config/)
+│   └── rotations.json       # Default rotation configs (moved to config/)
+├── config/                   # Configuration files directory
+│   ├── providers.json       # Default provider configurations
+│   └── rotations.json       # Default rotation configurations
+├── main.py                   # FastAPI application entry point
+├── setup.py                  # Installation script
+├── start_proxy.sh           # Development start script
+├── aisbf.sh                 # Alternative start script
+├── requirements.txt         # Python dependencies
+├── INSTALL.md               # Installation guide
+└── README.md                # Project documentation
+```
+
+## Installation
+
+### User Installation (no root required)
+```bash
+python setup.py install
+```
+
+Installs to:
+- `~/.local/lib/python*/site-packages/aisbf/` - Package
+- `~/.local/aisbf-venv/` - Virtual environment
+- `~/.local/share/aisbf/` - Config files
+- `~/.local/bin/aisbf` - Executable script
+
+### System-wide Installation (requires root)
+```bash
+sudo python setup.py install
+```
+
+Installs to:
+- `/usr/local/lib/python*/dist-packages/aisbf/` - Package
+- `/usr/local/aisbf-venv/` - Virtual environment
+- `/usr/local/share/aisbf/` - Config files
+- `/usr/local/bin/aisbf` - Executable script
+
+## Configuration Management
+
+### Configuration File Locations
+
+**Installed Configuration Files (read-only defaults):**
+- User: `~/.local/share/aisbf/providers.json`, `~/.local/share/aisbf/rotations.json`
+- System: `/usr/local/share/aisbf/providers.json`, `/usr/local/share/aisbf/rotations.json`
+
+**User Configuration Files (writable):**
+- `~/.aisbf/providers.json` - Provider configurations
+- `~/.aisbf/rotations.json` - Rotation configurations
+
+**Development Mode:**
+- `config/providers.json` and `config/rotations.json` in source tree
+
+### First Run Behavior
+1. Checks for config files in installed location
+2. Creates `~/.aisbf/` directory if needed
+3. Copies default configs from installed location to `~/.aisbf/`
+4. Loads configuration from `~/.aisbf/` on subsequent runs
+
+## API Endpoints
+
+### Root Endpoint
+- `GET /` - Returns server status and list of available providers
+
+### Chat Completions
+- `POST /api/{provider_id}/chat/completions` - Handle chat completion requests
+- Supports both streaming and non-streaming responses
+- Provider ID can be a specific provider or rotation name
+
+### Model List
+- `GET /api/{provider_id}/models` - List available models for a provider or rotation
+
+## Provider Support
+
+AISBF supports the following AI providers:
+
+### Google
+- Uses google-genai SDK
+- Requires API key
+- Supports streaming and non-streaming responses
+
+### OpenAI
+- Uses openai SDK
+- Requires API key
+- Supports streaming and non-streaming responses
+
+### Anthropic
+- Uses anthropic SDK
+- Requires API key
+- Static model list (no dynamic model discovery)
+
+### Ollama
+- Uses direct HTTP API
+- No API key required
+- Local model hosting support
+
+## Rotation Support
+
+AISBF supports provider rotation with weighted model selection:
+
+### Rotation Configuration
+```json
+{
+  "rotations": {
+    "my_rotation": {
+      "providers": [
+        {
+          "provider_id": "openai",
+          "models": [
+            {"name": "gpt-4", "weight": 1},
+            {"name": "gpt-3.5-turbo", "weight": 3}
+          ]
+        },
+        {
+          "provider_id": "anthropic",
+          "models": [
+            {"name": "claude-3-haiku-20240307", "weight": 2}
+          ]
+        }
+      ]
+    }
+  }
+}
+```
+
+### Rotation Behavior
+- Weighted random selection of models
+- Automatic failover between providers
+- Error tracking and rate limiting
+
+## Error Tracking and Rate Limiting
+
+### Error Tracking
+- Tracks failures per provider
+- Disables providers after 3 consecutive failures
+- 5-minute cooldown period for disabled providers
+
+### Rate Limiting
+- Automatic provider disabling when rate limited
+- Graceful error handling
+- Configurable retry behavior
+
+## Development vs Production
+
+### Development
+Use `start_proxy.sh`:
+- Creates local venv in `./venv/`
+- Installs dependencies from `requirements.txt`
+- Starts server with auto-reload enabled
+- Uses `config/` directory for configuration
+
+### Production
+Install with `python setup.py install`:
+- Creates isolated venv
+- Installs all dependencies
+- Provides `aisbf` command with daemon support
+- Uses installed config files
+
+## AISBF Script Commands
+
+### Starting in Foreground (Default)
+```bash
+aisbf
+```
+Starts server in foreground with visible output.
+
+### Starting as Daemon
+```bash
+aisbf daemon
+```
+- Starts in background
+- Saves PID to `/tmp/aisbf.pid`
+- Redirects output to `/dev/null`
+- Prints PID of started process
+
+### Checking Status
+```bash
+aisbf status
+```
+Checks if AISBF is running and reports status/PID.
+
+### Stopping the Daemon
+```bash
+aisbf stop
+```
+Stops running daemon and removes PID file.
+
+## Key Classes and Functions
+
+### aisbf/config.py
+- `Config` - Configuration management class
+- `ProviderConfig` - Provider configuration model
+- `RotationConfig` - Rotation configuration model
+- `AppConfig` - Application configuration model
+
+### aisbf/models.py
+- `Message` - Chat message structure
+- `ChatCompletionRequest` - Request model
+- `ChatCompletionResponse` - Response model
+- `Model` - Model information
+- `Provider` - Provider information
+- `ErrorTracking` - Error tracking data
+
+### aisbf/providers.py
+- `BaseProviderHandler` - Base provider handler class
+- `GoogleProviderHandler` - Google provider implementation
+- `OpenAIProviderHandler` - OpenAI provider implementation
+- `AnthropicProviderHandler` - Anthropic provider implementation
+- `OllamaProviderHandler` - Ollama provider implementation
+- `get_provider_handler()` - Factory function for provider handlers
+
+### aisbf/handlers.py
+- `RequestHandler` - Request handling logic
+- `RotationHandler` - Rotation handling logic
+
+## Dependencies
+
+Key dependencies from requirements.txt:
+- fastapi - Web framework
+- uvicorn - ASGI server
+- pydantic - Data validation
+- httpx - HTTP client
+- google-genai - Google AI SDK
+- openai - OpenAI SDK
+- anthropic - Anthropic SDK
+
+## Adding New Providers
+
+### Steps to Add a New Provider
+1. Create handler class in `aisbf/providers.py` inheriting from `BaseProviderHandler`
+2. Add to `PROVIDER_HANDLERS` dictionary
+3. Add provider configuration to `config/providers.json`
+
+### Provider Handler Requirements
+- Implement `handle_request()` method
+- Implement `get_models()` method
+- Handle error tracking and rate limiting
+
+## Configuration Examples
+
+### Provider Configuration
+```json
+{
+  "providers": {
+    "openai": {
+      "id": "openai",
+      "name": "OpenAI",
+      "endpoint": "https://api.openai.com/v1",
+      "type": "openai",
+      "api_key_required": true
+    }
+  }
+}
+```
+
+### Rotation Configuration
+```json
+{
+  "rotations": {
+    "balanced": {
+      "providers": [
+        {
+          "provider_id": "openai",
+          "models": [
+            {"name": "gpt-4", "weight": 1},
+            {"name": "gpt-3.5-turbo", "weight": 3}
+          ]
+        },
+        {
+          "provider_id": "anthropic",
+          "models": [
+            {"name": "claude-3-haiku-20240307", "weight": 2}
+          ]
+        }
+      ]
+    }
+  }
+}
+```
+
+## Testing and Development
+
+### Development Workflow
+1. Use `start_proxy.sh` for development
+2. Test with `start_proxy.sh` for development
+3. Install with `python setup.py install` for production testing
+4. Test all `aisbf` script commands (default, daemon, status, stop)
+5. Verify configuration file locations and behavior
+6. Test both user and system installations
+
+### Common Development Tasks
+- Adding new providers
+- Modifying configuration
+- Updating installation
+- Testing error handling
+
+## License
+
+This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+## Contributing
+
+When making changes:
+1. Update AI.PROMPT file with significant changes
+2. Test all functionality
+3. Update documentation as needed
+4. Follow the project's coding conventions
+5. Ensure all tests pass
+
+## Support
+
+For support and questions:
+- Check the AI.PROMPT file for project-specific instructions
+- Review the INSTALL.md file for installation details
+- Check the README.md file for project overview
+- Test with development scripts before production deployment

DOCUMENTATION.md~

+# AISBF - AI Service Broker Framework
+
+## Overview
+
+AISBF is a modular proxy server for managing multiple AI provider integrations. It provides a unified API interface for interacting with various AI services (Google, OpenAI, Anthropic, Ollama) with support for provider rotation and error tracking.
+
+## Project Structure
+
+```
+geminiproxy/
+├── aisbf/                    # Main Python module
+│   ├── __init__.py          # Module initialization with exports
+│   ├── config.py            # Configuration management
+│   ├── models.py            # Pydantic models
+│   ├── providers.py         # Provider handlers
+│   ├── handlers.py          # Request handlers
+│   ├── providers.json       # Default provider configs (moved to config/)
+│   └── rotations.json       # Default rotation configs (moved to config/)
+├── config/                   # Configuration files directory
+│   ├── providers.json       # Default provider configurations
+│   └── rotations.json       # Default rotation configurations
+├── main.py                   # FastAPI application entry point
+├── setup.py                  # Installation script
+├── start_proxy.sh           # Development start script
+├── aisbf.sh                 # Alternative start script
+├── requirements.txt         # Python dependencies
+├── INSTALL.md               # Installation guide
+└── README.md                # Project documentation
+```
+
+## Installation
+
+### User Installation (no root required)
+```bash
+python setup.py install
+```
+
+Installs to:
+- `~/.local/lib/python*/site-packages/aisbf/` - Package
+- `~/.local/aisbf-venv/` - Virtual environment
+- `~/.local/share/aisbf/` - Config files
+- `~/.local/bin/aisbf` - Executable script
+
+### System-wide Installation (requires root)
+```bash
+sudo python setup.py install
+```
+
+Installs to:
+- `/usr/local/lib/python*/dist-packages/aisbf/` - Package
+- `/usr/local/aisbf-venv/` - Virtual environment
+- `/usr/local/share/aisbf/` - Config files
+- `/usr/local/bin/aisbf` - Executable script
+
+## Configuration Management
+
+### Configuration File Locations
+
+**Installed Configuration Files (read-only defaults):**
+- User: `~/.local/share/aisbf/providers.json`, `~/.local/share/aisbf/rotations.json`
+- System: `/usr/local/share/aisbf/providers.json`, `/usr/local/share/aisbf/rotations.json`
+
+**User Configuration Files (writable):**
+- `~/.aisbf/providers.json` - Provider configurations
+- `~/.aisbf/rotations.json` - Rotation configurations
+
+**Development Mode:**
+- `config/providers.json` and `config/rotations.json` in source tree
+
+### First Run Behavior
+1. Checks for config files in installed location
+2. Creates `~/.aisbf/` directory if needed
+3. Copies default configs from installed location to `~/.aisbf/`
+4. Loads configuration from `~/.aisbf/` on subsequent runs
+
+## API Endpoints
+
+### Root Endpoint
+- `GET /` - Returns server status and list of available providers
+
+### Chat Completions
+- `POST /api/{provider_id}/chat/completions` - Handle chat completion requests
+- Supports both streaming and non-streaming responses
+- Provider ID can be a specific provider or rotation name
+
+### Model List
+- `GET /api/{provider_id}/models` - List available models for a provider or rotation
+
+## Provider Support
+
+AISBF supports the following AI providers:
+
+### Google
+- Uses google-genai SDK
+- Requires API key
+- Supports streaming and non-streaming responses
+
+### OpenAI
+- Uses openai SDK
+- Requires API key
+- Supports streaming and non-streaming responses
+
+### Anthropic
+- Uses anthropic SDK
+- Requires API key
+- Static model list (no dynamic model discovery)
+
+### Ollama
+- Uses direct HTTP API
+- No API key required
+- Local model hosting support
+
+## Rotation Support
+
+AISBF supports provider rotation with weighted model selection:
+
+### Rotation Configuration
+```json
+{
+  "rotations": {
+    "my_rotation": {
+      "providers": [
+        {
+          "provider_id": "openai",
+          "models": [
+            {"name": "gpt-4", "weight": 1},
+            {"name": "gpt-3.5-turbo", "weight": 3}
+          ]
+        },
+        {
+          "provider_id": "anthropic",
+          "models": [
+            {"name": "claude-3-haiku-20240307", "weight": 2}
+          ]
+        }
+      ]
+    }
+  }
+}
+```
+
+### Rotation Behavior
+- Weighted random selection of models
+- Automatic failover between providers
+- Error tracking and rate limiting
+
+## Error Tracking and Rate Limiting
+
+### Error Tracking
+- Tracks failures per provider
+- Disables providers after 3 consecutive failures
+- 5-minute cooldown period for disabled providers
+
+### Rate Limiting
+- Automatic provider disabling when rate limited
+- Graceful error handling
+- Configurable retry behavior
+
+## Development vs Production
+
+### Development
+Use `start_proxy.sh`:
+- Creates local venv in `./venv/`
+- Installs dependencies from `requirements.txt`
+- Starts server with auto-reload enabled
+- Uses `config/` directory for configuration
+
+### Production
+Install with `python setup.py install`:
+- Creates isolated venv
+- Installs all dependencies
+- Provides `aisbf` command with daemon support
+- Uses installed config files
+
+## AISBF Script Commands
+
+### Starting in Foreground (Default)
+```bash
+aisbf
+```
+Starts server in foreground with visible output.
+
+### Starting as Daemon
+```bash
+aisbf daemon
+```
+- Starts in background
+- Saves PID to `/tmp/aisbf.pid`
+- Redirects output to `/dev/null`
+- Prints PID of started process
+
+### Checking Status
+```bash
+aisbf status
+```
+Checks if AISBF is running and reports status/PID.
+
+### Stopping the Daemon
+```bash
+aisbf stop
+```
+Stops running daemon and removes PID file.
+
+## Key Classes and Functions
+
+### aisbf/config.py
+- `Config` - Configuration management class
+- `ProviderConfig` - Provider configuration model
+- `RotationConfig` - Rotation configuration model
+- `AppConfig` - Application configuration model
+
+### aisbf/models.py
+- `Message` - Chat message structure
+- `ChatCompletionRequest` - Request model
+- `ChatCompletionResponse` - Response model
+- `Model` - Model information
+- `Provider` - Provider information
+- `ErrorTracking` - Error tracking data
+
+### aisbf/providers.py
+- `BaseProviderHandler` - Base provider handler class
+- `GoogleProviderHandler` - Google provider implementation
+- `OpenAIProviderHandler` - OpenAI provider implementation
+- `AnthropicProviderHandler` - Anthropic provider implementation
+- `OllamaProviderHandler` - Ollama provider implementation
+- `get_provider_handler()` - Factory function for provider handlers
+
+### aisbf/handlers.py
+- `RequestHandler` - Request handling logic
+- `RotationHandler` - Rotation handling logic
+
+## Dependencies
+
+Key dependencies from requirements.txt:
+- fastapi - Web framework
+- uvicorn - ASGI server
+- pydantic - Data validation
+- httpx - HTTP client
+- google-genai - Google AI SDK
+- openai - OpenAI SDK
+- anthropic - Anthropic SDK
+
+## Adding New Providers
+
+### Steps to Add a New Provider
+1. Create handler class in `aisbf/providers.py` inheriting from `BaseProviderHandler`
+2. Add to `PROVIDER_HANDLERS` dictionary
+3. Add provider configuration to `config/providers.json`
+
+### Provider Handler Requirements
+- Implement `handle_request()` method
+- Implement `get_models()` method
+- Handle error tracking and rate limiting
+
+## Configuration Examples
+
+### Provider Configuration
+```json
+{
+  "providers": {
+    "openai": {
+      "id": "openai",
+      "name": "OpenAI",
+      "endpoint": "https://api.openai.com/v1",
+      "type": "openai",
+      "api_key_required": true
+    }
+  }
+}
+```
+
+### Rotation Configuration
+```json
+{
+  "rotations": {
+    "balanced": {
+      "providers": [
+        {
+          "provider_id": "openai",
+          "models": [
+            {"name": "gpt-4", "weight": 1},
+            {"name": "gpt-3.5-turbo", "weight": 3}
+          ]
+        },
+        {
+          "provider_id": "anthropic",
+          "models": [
+            {"name": "claude-3-haiku-20240307", "weight": 2}
+          ]
+        }
+      ]
+    }
+  }
+}
+```
+
+## Testing and Development
+
+### Development Workflow
+1. Use `start_proxy.sh` for development
+2. Test with `start_proxy.sh` for development
+3. Install with `python setup.py install` for production testing
+4. Test all `aisbf` script commands (default, daemon, status, stop)
+5. Verify configuration file locations and behavior
+6. Test both user and system installations
+
+### Common Development Tasks
+- Adding new providers
+- Modifying configuration
+- Updating installation
+- Testing error handling
+
+## License
+
+This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+## Contributing
+
+When making changes:
+1. Update AI.PROMPT file with significant changes
+2. Test all functionality
+3. Update documentation as needed
+4. Follow the project's coding conventions
+5. Ensure all tests pass
+
+## Support
+
+For support and questions:
+- Check the AI.PROMPT file for project-specific instructions
+- Review the INSTALL.md file for installation details
+- Check the README.md file for project overview
+- Test with development scripts before production deployment
\ No newline at end of file

README.md

+# AI Proxy Server
+
+A unified proxy server for multiple AI providers with proper type handlers and library integration.
+
+## Architecture
+
+The proxy is organized into multiple modules for better maintainability:
+
+- `main.py` - Entry point and FastAPI application setup
+- `config.py` - Configuration management and provider loading
+- `models.py` - Pydantic models for data structures
+- `providers.py` - Provider type handlers with proper library integration
+- `handlers.py` - Request/response handling logic
+
+## Supported Providers
+
+The proxy supports multiple AI providers with proper type handlers:
+
+- **Google** - Uses `google-genai` library
+- **OpenAI** - Uses `openai` library
+- **Anthropic** - Uses `anthropic` library
+- **Ollama** - Uses direct HTTP requests
+
+## Installation
+
+```bash
+pip install -r requirements.txt
+```
+
+## Usage
+
+Start the proxy server:
+
+```bash
+./start_proxy.sh
+```
+
+The server will start on `http://localhost:8000`
+
+## API Endpoints
+
+### Chat Completions
+
+```http
+POST /api/{provider_id}/chat/completions
+```
+
+**Request Body:**
+```json
+{
+  "model": "model_name",
+  "messages": [
+    {"role": "user", "content": "Hello!"}
+  ],
+  "max_tokens": 100,
+  "temperature": 0.7,
+  "stream": false
+}
+```
+
+### List Models
+
+```http
+GET /api/{provider_id}/models
+```
+
+## Configuration
+
+Providers are configured in `providers.json` with proper type definitions:
+
+```json
+{
+  "providers": {
+    "openai": {
+      "id": "openai",
+      "name": "OpenAI",
+      "endpoint": "https://api.openai.com/v1",
+      "type": "openai",
+      "api_key_required": true
+    }
+  }
+}
+```
+
+## Error Handling
+
+The proxy includes robust error handling with:
+
+- Rate limiting for failed requests
+- Automatic retry with provider rotation
+- Proper error tracking and logging
\ No newline at end of file

aisbf.sh

+#!/bin/bash
+########################################################
+# Copyright (C) 2026 Stefy Lanza <stefy@nexlab.net>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <https://www.gnu.org/licenses/>.
+#
+# Why did the programmer quit his job? Because he didn't get arrays!
+########################################################
+
+# AISBF - AI Service Broker Framework || AI Should Be Free
+# This script starts the AISBF proxy server using the installed virtual environment
+
+# Get the directory where this script is located
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+
+# Change to the script directory
+cd "$SCRIPT_DIR"
+
+# Check if venv exists
+if [ ! -d "venv" ]; then
+    echo "Error: Virtual environment not found. Please run: python setup.py install"
+    exit 1
+fi
+
+# Activate virtual environment
+source venv/bin/activate
+
+# Start the proxy server
+uvicorn main:app --host 0.0.0.0 --port 8000 --reload

aisbf.sh~

+#!/bin/bash
+# Copyright (C) 2026 Stefy Lanza <stefy@nexlab.net>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <https://www.gnu.org/licenses/>.
+#
+# Why did the programmer quit his job? Because he didn't get arrays!
+
+# AISBF - AI Service Broker Framework || AI Should Be Free
+# This script starts the AISBF proxy server using the installed virtual environment
+
+# Get the directory where this script is located
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+
+# Change to the script directory
+cd "$SCRIPT_DIR"
+
+# Check if venv exists
+if [ ! -d "venv" ]; then
+    echo "Error: Virtual environment not found. Please run: python setup.py install"
+    exit 1
+fi
+
+# Activate virtual environment
+source venv/bin/activate
+
+# Start the proxy server
+uvicorn main:app --host 0.0.0.0 --port 8000 --reload

aisbf/__init__.py

+"""
+Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+A modular proxy server for managing multiple AI provider integrations.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+A modular proxy server for managing multiple AI provider integrations.
+"""
+
+from .config import config, Config, ProviderConfig, RotationConfig, AppConfig
+from .models import (
+    Message,
+    ChatCompletionRequest,
+    ChatCompletionResponse,
+    Model,
+    Provider,
+    ErrorTracking
+)
+from .providers import (
+    BaseProviderHandler,
+    GoogleProviderHandler,
+    OpenAIProviderHandler,
+    AnthropicProviderHandler,
+    OllamaProviderHandler,
+    get_provider_handler,
+    PROVIDER_HANDLERS
+)
+from .handlers import RequestHandler, RotationHandler
+
+__version__ = "0.1.0"
+__all__ = [
+    # Config
+    "config",
+    "Config",
+    "ProviderConfig",
+    "RotationConfig",
+    "AppConfig",
+    # Models
+    "Message",
+    "ChatCompletionRequest",
+    "ChatCompletionResponse",
+    "Model",
+    "Provider",
+    "ErrorTracking",
+    # Providers
+    "BaseProviderHandler",
+    "GoogleProviderHandler",
+    "OpenAIProviderHandler",
+    "AnthropicProviderHandler",
+    "OllamaProviderHandler",
+    "get_provider_handler",
+    "PROVIDER_HANDLERS",
+    # Handlers
+    "RequestHandler",
+    "RotationHandler",
+]

aisbf/__init__.py~

+"""
+Copyright (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+A modular proxy server for managing multiple AI provider integrations.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+A modular proxy server for managing multiple AI provider integrations.
+"""
+
+from .config import config, Config, ProviderConfig, RotationConfig, AppConfig
+from .models import (
+    Message,
+    ChatCompletionRequest,
+    ChatCompletionResponse,
+    Model,
+    Provider,
+    ErrorTracking
+)
+from .providers import (
+    BaseProviderHandler,
+    GoogleProviderHandler,
+    OpenAIProviderHandler,
+    AnthropicProviderHandler,
+    OllamaProviderHandler,
+    get_provider_handler,
+    PROVIDER_HANDLERS
+)
+from .handlers import RequestHandler, RotationHandler
+
+__version__ = "0.1.0"
+__all__ = [
+    # Config
+    "config",
+    "Config",
+    "ProviderConfig",
+    "RotationConfig",
+    "AppConfig",
+    # Models
+    "Message",
+    "ChatCompletionRequest",
+    "ChatCompletionResponse",
+    "Model",
+    "Provider",
+    "ErrorTracking",
+    # Providers
+    "BaseProviderHandler",
+    "GoogleProviderHandler",
+    "OpenAIProviderHandler",
+    "AnthropicProviderHandler",
+    "OllamaProviderHandler",
+    "get_provider_handler",
+    "PROVIDER_HANDLERS",
+    # Handlers
+    "RequestHandler",
+    "RotationHandler",
+]
\ No newline at end of file

aisbf/config.py

+"""
+Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+Configuration management for AISBF.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+Configuration management for AISBF.
+"""
+from typing import Dict, List, Optional
+from pydantic import BaseModel, Field
+import json
+import shutil
+from pathlib import Path
+
+class ProviderConfig(BaseModel):
+    id: str
+    name: str
+    endpoint: str
+    type: str
+    api_key_required: bool
+
+class RotationConfig(BaseModel):
+    providers: List[Dict]
+
+class AppConfig(BaseModel):
+    providers: Dict[str, ProviderConfig]
+    rotations: Dict[str, RotationConfig]
+    error_tracking: Dict[str, Dict]
+
+class Config:
+    def __init__(self):
+        self._ensure_config_directory()
+        self._load_providers()
+        self._load_rotations()
+        self._initialize_error_tracking()
+
+    def _get_config_source_dir(self):
+        """Get the directory containing default config files"""
+        # Try installed location first
+        installed_dirs = [
+            Path('/usr/local/share/aisbf'),
+            Path.home() / '.local' / 'share' / 'aisbf',
+        ]
+        
+        for installed_dir in installed_dirs:
+            if installed_dir.exists() and (installed_dir / 'providers.json').exists():
+                return installed_dir
+        
+        # Fallback to source tree config directory
+        # This is for development mode
+        source_dir = Path(__file__).parent.parent.parent / 'config'
+        if source_dir.exists() and (source_dir / 'providers.json').exists():
+            return source_dir
+        
+        # Last resort: try the old location in the package directory
+        package_dir = Path(__file__).parent
+        if (package_dir / 'providers.json').exists():
+            return package_dir
+        
+        raise FileNotFoundError("Could not find configuration files")
+
+    def _ensure_config_directory(self):
+        """Ensure ~/.aisbf/ directory exists and copy default config files if needed"""
+        config_dir = Path.home() / '.aisbf'
+        
+        # Create config directory if it doesn't exist
+        config_dir.mkdir(exist_ok=True)
+        
+        # Get the source directory for default config files
+        try:
+            source_dir = self._get_config_source_dir()
+        except FileNotFoundError:
+            print("Warning: Could not find default configuration files")
+            return
+        
+        # Copy default config files if they don't exist
+        for config_file in ['providers.json', 'rotations.json']:
+            src = source_dir / config_file
+            dst = config_dir / config_file
+            
+            if not dst.exists() and src.exists():
+                shutil.copy2(src, dst)
+                print(f"Created default config file: {dst}")
+
+    def _load_providers(self):
+        providers_path = Path.home() / '.aisbf' / 'providers.json'
+        if not providers_path.exists():
+            # Fallback to source config if user config doesn't exist
+            try:
+                source_dir = self._get_config_source_dir()
+                providers_path = source_dir / 'providers.json'
+            except FileNotFoundError:
+                raise FileNotFoundError("Could not find providers.json configuration file")
+        
+        with open(providers_path) as f:
+            data = json.load(f)
+            self.providers = {k: ProviderConfig(**v) for k, v in data['providers'].items()}
+
+    def _load_rotations(self):
+        rotations_path = Path.home() / '.aisbf' / 'rotations.json'
+        if not rotations_path.exists():
+            # Fallback to source config if user config doesn't exist
+            try:
+                source_dir = self._get_config_source_dir()
+                rotations_path = source_dir / 'rotations.json'
+            except FileNotFoundError:
+                raise FileNotFoundError("Could not find rotations.json configuration file")
+        
+        with open(rotations_path) as f:
+            data = json.load(f)
+            self.rotations = {k: RotationConfig(**v) for k, v in data['rotations'].items()}
+
+    def _initialize_error_tracking(self):
+        self.error_tracking = {}
+        for provider_id in self.providers:
+            self.error_tracking[provider_id] = {
+                'failures': 0,
+                'last_failure': None,
+                'disabled_until': None
+            }
+
+    def get_provider(self, provider_id: str) -> ProviderConfig:
+        return self.providers.get(provider_id)
+
+    def get_rotation(self, rotation_id: str) -> RotationConfig:
+        return self.rotations.get(rotation_id)
+
+config = Config()

aisbf/config.py~

+"""
+Copyright (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+Configuration management for AISBF.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+Configuration management for AISBF.
+"""
+from typing import Dict, List, Optional
+from pydantic import BaseModel, Field
+import json
+import shutil
+from pathlib import Path
+
+class ProviderConfig(BaseModel):
+    id: str
+    name: str
+    endpoint: str
+    type: str
+    api_key_required: bool
+
+class RotationConfig(BaseModel):
+    providers: List[Dict]
+
+class AppConfig(BaseModel):
+    providers: Dict[str, ProviderConfig]
+    rotations: Dict[str, RotationConfig]
+    error_tracking: Dict[str, Dict]
+
+class Config:
+    def __init__(self):
+        self._ensure_config_directory()
+        self._load_providers()
+        self._load_rotations()
+        self._initialize_error_tracking()
+
+    def _get_config_source_dir(self):
+        """Get the directory containing default config files"""
+        # Try installed location first
+        installed_dirs = [
+            Path('/usr/local/share/aisbf'),
+            Path.home() / '.local' / 'share' / 'aisbf',
+        ]
+        
+        for installed_dir in installed_dirs:
+            if installed_dir.exists() and (installed_dir / 'providers.json').exists():
+                return installed_dir
+        
+        # Fallback to source tree config directory
+        # This is for development mode
+        source_dir = Path(__file__).parent.parent.parent / 'config'
+        if source_dir.exists() and (source_dir / 'providers.json').exists():
+            return source_dir
+        
+        # Last resort: try the old location in the package directory
+        package_dir = Path(__file__).parent
+        if (package_dir / 'providers.json').exists():
+            return package_dir
+        
+        raise FileNotFoundError("Could not find configuration files")
+
+    def _ensure_config_directory(self):
+        """Ensure ~/.aisbf/ directory exists and copy default config files if needed"""
+        config_dir = Path.home() / '.aisbf'
+        
+        # Create config directory if it doesn't exist
+        config_dir.mkdir(exist_ok=True)
+        
+        # Get the source directory for default config files
+        try:
+            source_dir = self._get_config_source_dir()
+        except FileNotFoundError:
+            print("Warning: Could not find default configuration files")
+            return
+        
+        # Copy default config files if they don't exist
+        for config_file in ['providers.json', 'rotations.json']:
+            src = source_dir / config_file
+            dst = config_dir / config_file
+            
+            if not dst.exists() and src.exists():
+                shutil.copy2(src, dst)
+                print(f"Created default config file: {dst}")
+
+    def _load_providers(self):
+        providers_path = Path.home() / '.aisbf' / 'providers.json'
+        if not providers_path.exists():
+            # Fallback to source config if user config doesn't exist
+            try:
+                source_dir = self._get_config_source_dir()
+                providers_path = source_dir / 'providers.json'
+            except FileNotFoundError:
+                raise FileNotFoundError("Could not find providers.json configuration file")
+        
+        with open(providers_path) as f:
+            data = json.load(f)
+            self.providers = {k: ProviderConfig(**v) for k, v in data['providers'].items()}
+
+    def _load_rotations(self):
+        rotations_path = Path.home() / '.aisbf' / 'rotations.json'
+        if not rotations_path.exists():
+            # Fallback to source config if user config doesn't exist
+            try:
+                source_dir = self._get_config_source_dir()
+                rotations_path = source_dir / 'rotations.json'
+            except FileNotFoundError:
+                raise FileNotFoundError("Could not find rotations.json configuration file")
+        
+        with open(rotations_path) as f:
+            data = json.load(f)
+            self.rotations = {k: RotationConfig(**v) for k, v in data['rotations'].items()}
+
+    def _initialize_error_tracking(self):
+        self.error_tracking = {}
+        for provider_id in self.providers:
+            self.error_tracking[provider_id] = {
+                'failures': 0,
+                'last_failure': None,
+                'disabled_until': None
+            }
+
+    def get_provider(self, provider_id: str) -> ProviderConfig:
+        return self.providers.get(provider_id)
+
+    def get_rotation(self, rotation_id: str) -> RotationConfig:
+        return self.rotations.get(rotation_id)
+
+config = Config()
\ No newline at end of file

aisbf/handlers.py

+"""
+Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+Request handlers for AISBF.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+Request handlers for AISBF.
+"""
+import asyncio
+from typing import Dict, List, Optional
+from fastapi import HTTPException, Request
+from fastapi.responses import JSONResponse, StreamingResponse
+from .models import ChatCompletionRequest, ChatCompletionResponse
+from .providers import get_provider_handler
+from .config import config
+
+class RequestHandler:
+    def __init__(self):
+        self.config = config
+
+    async def handle_chat_completion(self, request: Request, provider_id: str, request_data: Dict) -> Dict:
+        provider_config = self.config.get_provider(provider_id)
+
+        if provider_config.api_key_required:
+            api_key = request_data.get('api_key') or request.headers.get('Authorization', '').replace('Bearer ', '')
+            if not api_key:
+                raise HTTPException(status_code=401, detail="API key required")
+        else:
+            api_key = None
+
+        handler = get_provider_handler(provider_id, api_key)
+
+        if handler.is_rate_limited():
+            raise HTTPException(status_code=503, detail="Provider temporarily unavailable")
+
+        try:
+            response = await handler.handle_request(
+                model=request_data['model'],
+                messages=request_data['messages'],
+                max_tokens=request_data.get('max_tokens'),
+                temperature=request_data.get('temperature', 1.0),
+                stream=request_data.get('stream', False)
+            )
+            handler.record_success()
+            return response
+        except Exception as e:
+            handler.record_failure()
+            raise HTTPException(status_code=500, detail=str(e))
+
+    async def handle_streaming_chat_completion(self, request: Request, provider_id: str, request_data: Dict):
+        provider_config = self.config.get_provider(provider_id)
+
+        if provider_config.api_key_required:
+            api_key = request_data.get('api_key') or request.headers.get('Authorization', '').replace('Bearer ', '')
+            if not api_key:
+                raise HTTPException(status_code=401, detail="API key required")
+        else:
+            api_key = None
+
+        handler = get_provider_handler(provider_id, api_key)
+
+        if handler.is_rate_limited():
+            raise HTTPException(status_code=503, detail="Provider temporarily unavailable")
+
+        async def stream_generator():
+            try:
+                response = await handler.handle_request(
+                    model=request_data['model'],
+                    messages=request_data['messages'],
+                    max_tokens=request_data.get('max_tokens'),
+                    temperature=request_data.get('temperature', 1.0),
+                    stream=True
+                )
+                for chunk in response:
+                    yield f"data: {chunk}\n\n".encode('utf-8')
+                handler.record_success()
+            except Exception as e:
+                handler.record_failure()
+                yield f"data: {str(e)}\n\n".encode('utf-8')
+
+        return StreamingResponse(stream_generator(), media_type="text/event-stream")
+
+    async def handle_model_list(self, request: Request, provider_id: str) -> List[Dict]:
+        provider_config = self.config.get_provider(provider_id)
+
+        if provider_config.api_key_required:
+            api_key = request.headers.get('Authorization', '').replace('Bearer ', '')
+            if not api_key:
+                raise HTTPException(status_code=401, detail="API key required")
+        else:
+            api_key = None
+
+        handler = get_provider_handler(provider_id, api_key)
+        try:
+            models = await handler.get_models()
+            return [model.dict() for model in models]
+        except Exception as e:
+            raise HTTPException(status_code=500, detail=str(e))
+
+class RotationHandler:
+    def __init__(self):
+        self.config = config
+
+    async def handle_rotation_request(self, rotation_id: str, request_data: Dict) -> Dict:
+        rotation_config = self.config.get_rotation(rotation_id)
+        if not rotation_config:
+            raise HTTPException(status_code=400, detail=f"Rotation {rotation_id} not found")
+
+        providers = rotation_config.providers
+        weighted_models = []
+
+        for provider in providers:
+            for model in provider['models']:
+                weighted_models.extend([model] * model['weight'])
+
+        if not weighted_models:
+            raise HTTPException(status_code=400, detail="No models available in rotation")
+
+        import random
+        selected_model = random.choice(weighted_models)
+
+        provider_id = selected_model['provider_id']
+        api_key = selected_model.get('api_key')
+        model_name = selected_model['name']
+
+        handler = get_provider_handler(provider_id, api_key)
+
+        if handler.is_rate_limited():
+            raise HTTPException(status_code=503, detail="All providers temporarily unavailable")
+
+        try:
+            response = await handler.handle_request(
+                model=model_name,
+                messages=request_data['messages'],
+                max_tokens=request_data.get('max_tokens'),
+                temperature=request_data.get('temperature', 1.0),
+                stream=request_data.get('stream', False)
+            )
+            handler.record_success()
+            return response
+        except Exception as e:
+            handler.record_failure()
+            raise HTTPException(status_code=500, detail=str(e))
+
+    async def handle_rotation_model_list(self, rotation_id: str) -> List[Dict]:
+        rotation_config = self.config.get_rotation(rotation_id)
+        if not rotation_config:
+            raise HTTPException(status_code=400, detail=f"Rotation {rotation_id} not found")
+
+        all_models = []
+        for provider in rotation_config.providers:
+            for model in provider['models']:
+                all_models.append({
+                    "id": f"{provider['provider_id']}/{model['name']}",
+                    "name": model['name'],
+                    "provider_id": provider['provider_id'],
+                    "weight": model['weight']
+                })
+
+        return all_models

aisbf/handlers.py~

+"""
+Copyright (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+Request handlers for AISBF.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+Request handlers for AISBF.
+"""
+import asyncio
+from typing import Dict, List, Optional
+from fastapi import HTTPException, Request
+from fastapi.responses import JSONResponse, StreamingResponse
+from .models import ChatCompletionRequest, ChatCompletionResponse
+from .providers import get_provider_handler
+from .config import config
+
+class RequestHandler:
+    def __init__(self):
+        self.config = config
+
+    async def handle_chat_completion(self, request: Request, provider_id: str, request_data: Dict) -> Dict:
+        provider_config = self.config.get_provider(provider_id)
+
+        if provider_config.api_key_required:
+            api_key = request_data.get('api_key') or request.headers.get('Authorization', '').replace('Bearer ', '')
+            if not api_key:
+                raise HTTPException(status_code=401, detail="API key required")
+        else:
+            api_key = None
+
+        handler = get_provider_handler(provider_id, api_key)
+
+        if handler.is_rate_limited():
+            raise HTTPException(status_code=503, detail="Provider temporarily unavailable")
+
+        try:
+            response = await handler.handle_request(
+                model=request_data['model'],
+                messages=request_data['messages'],
+                max_tokens=request_data.get('max_tokens'),
+                temperature=request_data.get('temperature', 1.0),
+                stream=request_data.get('stream', False)
+            )
+            handler.record_success()
+            return response
+        except Exception as e:
+            handler.record_failure()
+            raise HTTPException(status_code=500, detail=str(e))
+
+    async def handle_streaming_chat_completion(self, request: Request, provider_id: str, request_data: Dict):
+        provider_config = self.config.get_provider(provider_id)
+
+        if provider_config.api_key_required:
+            api_key = request_data.get('api_key') or request.headers.get('Authorization', '').replace('Bearer ', '')
+            if not api_key:
+                raise HTTPException(status_code=401, detail="API key required")
+        else:
+            api_key = None
+
+        handler = get_provider_handler(provider_id, api_key)
+
+        if handler.is_rate_limited():
+            raise HTTPException(status_code=503, detail="Provider temporarily unavailable")
+
+        async def stream_generator():
+            try:
+                response = await handler.handle_request(
+                    model=request_data['model'],
+                    messages=request_data['messages'],
+                    max_tokens=request_data.get('max_tokens'),
+                    temperature=request_data.get('temperature', 1.0),
+                    stream=True
+                )
+                for chunk in response:
+                    yield f"data: {chunk}\n\n".encode('utf-8')
+                handler.record_success()
+            except Exception as e:
+                handler.record_failure()
+                yield f"data: {str(e)}\n\n".encode('utf-8')
+
+        return StreamingResponse(stream_generator(), media_type="text/event-stream")
+
+    async def handle_model_list(self, request: Request, provider_id: str) -> List[Dict]:
+        provider_config = self.config.get_provider(provider_id)
+
+        if provider_config.api_key_required:
+            api_key = request.headers.get('Authorization', '').replace('Bearer ', '')
+            if not api_key:
+                raise HTTPException(status_code=401, detail="API key required")
+        else:
+            api_key = None
+
+        handler = get_provider_handler(provider_id, api_key)
+        try:
+            models = await handler.get_models()
+            return [model.dict() for model in models]
+        except Exception as e:
+            raise HTTPException(status_code=500, detail=str(e))
+
+class RotationHandler:
+    def __init__(self):
+        self.config = config
+
+    async def handle_rotation_request(self, rotation_id: str, request_data: Dict) -> Dict:
+        rotation_config = self.config.get_rotation(rotation_id)
+        if not rotation_config:
+            raise HTTPException(status_code=400, detail=f"Rotation {rotation_id} not found")
+
+        providers = rotation_config.providers
+        weighted_models = []
+
+        for provider in providers:
+            for model in provider['models']:
+                weighted_models.extend([model] * model['weight'])
+
+        if not weighted_models:
+            raise HTTPException(status_code=400, detail="No models available in rotation")
+
+        import random
+        selected_model = random.choice(weighted_models)
+
+        provider_id = selected_model['provider_id']
+        api_key = selected_model.get('api_key')
+        model_name = selected_model['name']
+
+        handler = get_provider_handler(provider_id, api_key)
+
+        if handler.is_rate_limited():
+            raise HTTPException(status_code=503, detail="All providers temporarily unavailable")
+
+        try:
+            response = await handler.handle_request(
+                model=model_name,
+                messages=request_data['messages'],
+                max_tokens=request_data.get('max_tokens'),
+                temperature=request_data.get('temperature', 1.0),
+                stream=request_data.get('stream', False)
+            )
+            handler.record_success()
+            return response
+        except Exception as e:
+            handler.record_failure()
+            raise HTTPException(status_code=500, detail=str(e))
+
+    async def handle_rotation_model_list(self, rotation_id: str) -> List[Dict]:
+        rotation_config = self.config.get_rotation(rotation_id)
+        if not rotation_config:
+            raise HTTPException(status_code=400, detail=f"Rotation {rotation_id} not found")
+
+        all_models = []
+        for provider in rotation_config.providers:
+            for model in provider['models']:
+                all_models.append({
+                    "id": f"{provider['provider_id']}/{model['name']}",
+                    "name": model['name'],
+                    "provider_id": provider['provider_id'],
+                    "weight": model['weight']
+                })
+
+        return all_models

aisbf/models.py

+"""
+Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+A modular proxy server for managing multiple AI provider integrations.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+A modular proxy server for managing multiple AI provider integrations.
+"""
+
+from pydantic import BaseModel, Field
+from typing import Dict, List, Optional, Union
+
+class Message(BaseModel):
+    role: str
+    content: Union[str, List[Dict]]
+
+class ChatCompletionRequest(BaseModel):
+    model: str
+    messages: List[Message]
+    max_tokens: Optional[int] = None
+    temperature: Optional[float] = 1.0
+    stream: Optional[bool] = False
+
+class ChatCompletionResponse(BaseModel):
+    id: str
+    object: str
+    created: int
+    model: str
+    choices: List[Dict]
+    usage: Optional[Dict] = None
+    stream: Optional[bool] = False
+
+class Model(BaseModel):
+    id: str
+    name: str
+    provider_id: str
+    weight: int = 1
+
+class Provider(BaseModel):
+    id: str
+    name: str
+    type: str
+    endpoint: str
+    api_key_required: bool
+    models: List[Model] = []
+
+class ErrorTracking(BaseModel):
+    failures: int
+    last_failure: Optional[int]
+    disabled_until: Optional[int]

aisbf/models.py~

+from pydantic import BaseModel, Field
+from typing import Dict, List, Optional, Union
+
+class Message(BaseModel):
+    role: str
+    content: Union[str, List[Dict]]
+
+class ChatCompletionRequest(BaseModel):
+    model: str
+    messages: List[Message]
+    max_tokens: Optional[int] = None
+    temperature: Optional[float] = 1.0
+    stream: Optional[bool] = False
+
+class ChatCompletionResponse(BaseModel):
+    id: str
+    object: str
+    created: int
+    model: str
+    choices: List[Dict]
+    usage: Optional[Dict] = None
+    stream: Optional[bool] = False
+
+class Model(BaseModel):
+    id: str
+    name: str
+    provider_id: str
+    weight: int = 1
+
+class Provider(BaseModel):
+    id: str
+    name: str
+    type: str
+    endpoint: str
+    api_key_required: bool
+    models: List[Model] = []
+
+class ErrorTracking(BaseModel):
+    failures: int
+    last_failure: Optional[int]
+    disabled_until: Optional[int]
\ No newline at end of file

config/rotations.json

+{
+  "rotations": {
+    "coding": {
+      "model_name": "coding",
+      "providers": [
+        {
+          "provider_id": "gemini",
+          "api_key": "YOUR_GEMINI_API_KEY",
+          "models": [
+            {
+              "name": "gemini-2.0-flash",
+              "weight": 3
+            },
+            {
+              "name": "gemini-1.5-pro",
+              "weight": 1
+            }
+          ]
+        },
+        {
+          "provider_id": "openai",
+          "api_key": "YOUR_OPENAI_API_KEY",
+          "models": [
+            {
+              "name": "gpt-4",
+              "weight": 2
+            },
+            {
+              "name": "gpt-3.5-turbo",
+              "weight": 1
+            }
+          ]
+        },
+        {
+          "provider_id": "anthropic",
+          "api_key": "YOUR_ANTHROPIC_API_KEY",
+          "models": [
+            {
+              "name": "claude-3-5-sonnet-20241022",
+              "weight": 2
+            },
+            {
+              "name": "claude-3-haiku-20240307",
+              "weight": 1
+            }
+          ]
+        }
+      ]
+    },
+    "general": {
+      "model_name": "general",
+      "providers": [
+        {
+          "provider_id": "gemini",
+          "api_key": "YOUR_GEMINI_API_KEY",
+          "models": [
+            {
+              "name": "gemini-1.5-pro",
+              "weight": 2
+            },
+            {
+              "name": "gemini-2.0-flash",
+              "weight": 1
+            }
+          ]
+        },
+        {
+          "provider_id": "openai",
+          "api_key": "YOUR_OPENAI_API_KEY",
+          "models": [
+            {
+              "name": "gpt-4",
+              "weight": 2
+            },
+            {
+              "name": "gpt-3.5-turbo",
+              "weight": 1
+            }
+          ]
+        }
+      ]
+    }
+  }
+}
\ No newline at end of file

main.py

+"""
+Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+Main application for AISBF.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+Main application for AISBF.
+"""
+from fastapi import FastAPI, HTTPException, Request, status
+from fastapi.responses import JSONResponse, StreamingResponse
+from fastapi.middleware.cors import CORSMiddleware
+from aisbf.models import ChatCompletionRequest, ChatCompletionResponse
+from aisbf.handlers import RequestHandler, RotationHandler
+from aisbf.config import config
+import time
+import logging
+from datetime import datetime, timedelta
+from collections import defaultdict
+
+# Configure logging
+logging.basicConfig(level=logging.DEBUG)
+logger = logging.getLogger(__name__)
+
+# Initialize handlers
+request_handler = RequestHandler()
+rotation_handler = RotationHandler()
+
+app = FastAPI(title="AI Proxy Server")
+
+# CORS middleware
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+@app.get("/")
+async def root():
+    return {"message": "AI Proxy Server is running", "providers": list(config.providers.keys())}
+
+@app.post("/api/{provider_id}/chat/completions")
+async def chat_completions(provider_id: str, request: Request, body: ChatCompletionRequest):
+    logger.debug(f"Received chat_completions request for provider: {provider_id}")
+    logger.debug(f"Request headers: {dict(request.headers)}")
+    logger.debug(f"Request body: {body}")
+    
+    body_dict = body.model_dump()
+
+    # Check if it's a rotation
+    if provider_id in config.rotations:
+        logger.debug("Handling rotation request")
+        return await rotation_handler.handle_rotation_request(provider_id, body_dict)
+    
+    # Check if it's a provider
+    if provider_id not in config.providers:
+        logger.error(f"Provider {provider_id} not found")
+        raise HTTPException(status_code=400, detail=f"Provider {provider_id} not found")
+
+    provider_config = config.get_provider(provider_id)
+    logger.debug(f"Provider config: {provider_config}")
+
+    try:
+        if body.stream:
+            logger.debug("Handling streaming chat completion")
+            return await request_handler.handle_streaming_chat_completion(request, provider_id, body_dict)
+        else:
+            logger.debug("Handling non-streaming chat completion")
+            result = await request_handler.handle_chat_completion(request, provider_id, body_dict)
+            logger.debug(f"Response result: {result}")
+            return result
+    except Exception as e:
+        logger.error(f"Error handling chat_completions: {str(e)}", exc_info=True)
+        raise
+
+@app.get("/api/{provider_id}/models")
+async def list_models(request: Request, provider_id: str):
+    logger.debug(f"Received list_models request for provider: {provider_id}")
+    
+    # Check if it's a rotation
+    if provider_id in config.rotations:
+        logger.debug("Handling rotation model list request")
+        return await rotation_handler.handle_rotation_model_list(provider_id)
+    
+    # Check if it's a provider
+    if provider_id not in config.providers:
+        logger.error(f"Provider {provider_id} not found")
+        raise HTTPException(status_code=400, detail=f"Provider {provider_id} not found")
+
+    provider_config = config.get_provider(provider_id)
+
+    try:
+        logger.debug("Handling model list request")
+        result = await request_handler.handle_model_list(request, provider_id)
+        logger.debug(f"Models result: {result}")
+        return result
+    except Exception as e:
+        logger.error(f"Error handling list_models: {str(e)}", exc_info=True)
+        raise
+
+def main():
+    """Main entry point for the AISBF server"""
+    import uvicorn
+    logger.info("Starting AI Proxy Server on http://localhost:8000")
+    uvicorn.run(app, host="0.0.0.0", port=8000)
+
+if __name__ == "__main__":
+    main()

main.py~

+"""
+Copyright (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+Main application for AISBF.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+
+Main application for AISBF.
+"""
+from fastapi import FastAPI, HTTPException, Request, status
+from fastapi.responses import JSONResponse, StreamingResponse
+from fastapi.middleware.cors import CORSMiddleware
+from aisbf.models import ChatCompletionRequest, ChatCompletionResponse
+from aisbf.handlers import RequestHandler, RotationHandler
+from aisbf.config import config
+import time
+import logging
+from datetime import datetime, timedelta
+from collections import defaultdict
+
+# Configure logging
+logging.basicConfig(level=logging.DEBUG)
+logger = logging.getLogger(__name__)
+
+# Initialize handlers
+request_handler = RequestHandler()
+rotation_handler = RotationHandler()
+
+app = FastAPI(title="AI Proxy Server")
+
+# CORS middleware
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+@app.get("/")
+async def root():
+    return {"message": "AI Proxy Server is running", "providers": list(config.providers.keys())}
+
+@app.post("/api/{provider_id}/chat/completions")
+async def chat_completions(provider_id: str, request: Request, body: ChatCompletionRequest):
+    logger.debug(f"Received chat_completions request for provider: {provider_id}")
+    logger.debug(f"Request headers: {dict(request.headers)}")
+    logger.debug(f"Request body: {body}")
+    
+    body_dict = body.model_dump()
+
+    # Check if it's a rotation
+    if provider_id in config.rotations:
+        logger.debug("Handling rotation request")
+        return await rotation_handler.handle_rotation_request(provider_id, body_dict)
+    
+    # Check if it's a provider
+    if provider_id not in config.providers:
+        logger.error(f"Provider {provider_id} not found")
+        raise HTTPException(status_code=400, detail=f"Provider {provider_id} not found")
+
+    provider_config = config.get_provider(provider_id)
+    logger.debug(f"Provider config: {provider_config}")
+
+    try:
+        if body.stream:
+            logger.debug("Handling streaming chat completion")
+            return await request_handler.handle_streaming_chat_completion(request, provider_id, body_dict)
+        else:
+            logger.debug("Handling non-streaming chat completion")
+            result = await request_handler.handle_chat_completion(request, provider_id, body_dict)
+            logger.debug(f"Response result: {result}")
+            return result
+    except Exception as e:
+        logger.error(f"Error handling chat_completions: {str(e)}", exc_info=True)
+        raise
+
+@app.get("/api/{provider_id}/models")
+async def list_models(request: Request, provider_id: str):
+    logger.debug(f"Received list_models request for provider: {provider_id}")
+    
+    # Check if it's a rotation
+    if provider_id in config.rotations:
+        logger.debug("Handling rotation model list request")
+        return await rotation_handler.handle_rotation_model_list(provider_id)
+    
+    # Check if it's a provider
+    if provider_id not in config.providers:
+        logger.error(f"Provider {provider_id} not found")
+        raise HTTPException(status_code=400, detail=f"Provider {provider_id} not found")
+
+    provider_config = config.get_provider(provider_id)
+
+    try:
+        logger.debug("Handling model list request")
+        result = await request_handler.handle_model_list(request, provider_id)
+        logger.debug(f"Models result: {result}")
+        return result
+    except Exception as e:
+        logger.error(f"Error handling list_models: {str(e)}", exc_info=True)
+        raise
+
+def main():
+    """Main entry point for the AISBF server"""
+    import uvicorn
+    logger.info("Starting AI Proxy Server on http://localhost:8000")
+    uvicorn.run(app, host="0.0.0.0", port=8000)
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file

requirements.txt

+fastapi
+uvicorn
+python-multipart
+pydantic
+httpx
+python-jose[cryptography]
+passlib[bcrypt]
+python-dotenv
+google-genai
+openai
+anthropic
\ No newline at end of file

setup.py

+"""
+Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+
+AISBF - AI Service Broker Framework || AI Should Be Free
+
+Setup configuration for AISBF.
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License
+along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Why did the programmer quit his job? Because he didn't get arrays!
+"""
+
+from setuptools import setup, find_packages, Command
+from setuptools.command.install import install as _install
+from pathlib import Path
+import os
+import shutil
+import sys
+import subprocess
+
+# Read the contents of README file
+this_directory = Path(__file__).parent
+long_description = (this_directory / "README.md").read_text() if (this_directory / "README.md").exists() else ""
+
+# Read requirements
+requirements = []
+if (this_directory / "requirements.txt").exists():
+    with open(this_directory / "requirements.txt") as f:
+        requirements = [line.strip() for line in f if line.strip() and not line.startswith("#")]
+
+class InstallCommand(_install):
+    """Custom install command that also installs the aisbf script and creates venv"""
+    
+    def initialize_options(self):
+        _install.initialize_options(self)
+        # Check if running as non-root without --user flag
+        if os.geteuid() != 0 and '--user' not in sys.argv:
+            print("Installing as non-root user. Adding --user flag for user-local installation.")
+            self.user = True
+    
+    def run(self):
+        # Run the standard install
+        _install.run(self)
+        
+        # Install config files
+        self._install_config_files()
+        
+        # Create venv and install requirements
+        self._create_venv_and_install_requirements()
+        
+        # Install the aisbf script
+        self._install_aisbf_script()
+    
+    def _create_venv_and_install_requirements(self):
+        """Create a virtual environment and install requirements"""
+        # Determine installation directory
+        if '--user' in sys.argv or os.geteuid() != 0:
+            # User installation - use ~/.local
+            install_dir = Path.home() / '.local'
+        else:
+            # System installation - use /usr/local
+            install_dir = Path('/usr/local')
+        
+        venv_dir = install_dir / 'aisbf-venv'
+        
+        # Create venv if it doesn't exist
+        if not venv_dir.exists():
+            print(f"Creating virtual environment at {venv_dir}")
+            subprocess.run([sys.executable, '-m', 'venv', str(venv_dir)], check=True)
+        else:
+            print(f"Virtual environment already exists at {venv_dir}")
+        
+        # Install requirements in the venv
+        pip_path = venv_dir / 'bin' / 'pip'
+        requirements_path = this_directory / 'requirements.txt'
+        
+        if requirements_path.exists():
+            print(f"Installing requirements from {requirements_path}")
+            subprocess.run([str(pip_path), 'install', '-r', str(requirements_path)], check=True)
+        else:
+            print("No requirements.txt found, skipping dependency installation")
+    
+    def _install_config_files(self):
+        """Install config files to the appropriate share directory"""
+        # Determine the share directory
+        if '--user' in sys.argv or os.geteuid() != 0:
+            # User installation - use ~/.local/share
+            share_dir = Path.home() / '.local' / 'share' / 'aisbf'
+        else:
+            # System installation - use /usr/local/share
+            share_dir = Path('/usr/local/share/aisbf')
+        
+        # Create the share directory if it doesn't exist
+        share_dir.mkdir(parents=True, exist_ok=True)
+        
+        # Copy config files
+        config_dir = this_directory / 'config'
+        if config_dir.exists():
+            for config_file in config_dir.glob('*.json'):
+                dst = share_dir / config_file.name
+                shutil.copy2(config_file, dst)
+                print(f"Installed config file {config_file.name} to {dst}")
+        else:
+            print(f"Warning: Config directory {config_dir} not found")
+    
+    def _install_aisbf_script(self):
+        """Install the aisbf script that uses the venv"""
+        # Determine the installation directory
+        if '--user' in sys.argv or os.geteuid() != 0:
+            # User installation - use ~/.local/bin
+            bin_dir = Path.home() / '.local' / 'bin'
+            venv_dir = Path.home() / '.local' / 'aisbf-venv'
+        else:
+            # System installation - use /usr/local/bin
+            bin_dir = Path('/usr/local/bin')
+            venv_dir = Path('/usr/local') / 'aisbf-venv'
+        
+        # Create the bin directory if it doesn't exist
+        bin_dir.mkdir(parents=True, exist_ok=True)
+        
+        # Create the aisbf script that uses the venv
+        script_content = f"""#!/bin/bash
+        # AISBF - AI Service Broker Framework || AI Should Be Free
+        # This script manages the AISBF server using the installed virtual environment
+
+PIDFILE="/tmp/aisbf.pid"
+VENV_DIR="{venv_dir}"
+
+# Function to start the server
+start_server() {{
+    # Activate the virtual environment
+    source $VENV_DIR/bin/activate
+    
+    # Start the proxy server
+    uvicorn main:app --host 0.0.0.0 --port 8000
+}}
+
+# Function to start as daemon
+start_daemon() {{
+    # Check if already running
+    if [ -f "$PIDFILE" ]; then
+        PID=$(cat "$PIDFILE")
+        if ps -p "$PID" > /dev/null 2>&1; then
+            echo "AISBF is already running (PID: $PID)"
+            exit 1
+        else
+            # Stale PID file, remove it
+            rm -f "$PIDFILE"
+        fi
+    fi
+    
+    # Start in background with nohup
+    nohup bash -c "source $VENV_DIR/bin/activate && uvicorn main:app --host 0.0.0.0 --port 8000" > /dev/null 2>&1 &
+    PID=$!
+    echo $PID > "$PIDFILE"
+    echo "AISBF started in background (PID: $PID)"
+}}
+
+# Function to check status
+check_status() {{
+    if [ -f "$PIDFILE" ]; then
+        PID=$(cat "$PIDFILE")
+        if ps -p "$PID" > /dev/null 2>&1; then
+            echo "AISBF is running (PID: $PID)"
+            exit 0
+        else
+            echo "AISBF is not running (stale PID file)"
+            rm -f "$PIDFILE"
+            exit 1
+        fi
+    else
+        echo "AISBF is not running"
+        exit 1
+    fi
+}}
+
+# Function to stop the daemon
+stop_daemon() {{
+    if [ -f "$PIDFILE" ]; then
+        PID=$(cat "$PIDFILE")
+        if ps -p "$PID" > /dev/null 2>&1; then
+            kill "$PID"
+            rm -f "$PIDFILE"
+            echo "AISBF stopped (PID: $PID)"
+        else
+            echo "AISBF is not running (stale PID file)"
+            rm -f "$PIDFILE"
+        fi
+    else
+        echo "AISBF is not running"
+    fi
+}}
+
+# Main command handling
+case "$1" in
+    daemon)
+        start_daemon
+        ;;
+    status)
+        check_status
+        ;;
+    stop)
+        stop_daemon
+        ;;
+    *)
+        # Default: start in foreground
+        start_server
+        ;;
+esac
+"""
+        
+        dst = bin_dir / 'aisbf'
+        
+        with open(dst, 'w') as f:
+            f.write(script_content)
+        
+        os.chmod(dst, 0o755)
+        print(f"Installed 'aisbf' script to {dst}")
+
+setup(
+    name="aisbf",
+    version="0.1.0",
+    author="AISBF Contributors",
+    author_email="",
+    description="AISBF - AI Service Broker Framework || AI Should Be Free - A modular proxy server for managing multiple AI provider integrations",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/yourusername/aisbf",
+    packages=find_packages(),
+    classifiers=[
+        "Development Status :: 3 - Alpha",
+        "Intended Audience :: Developers",
+        "Topic :: Software Development :: Libraries :: Python Modules",
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
+        "Programming Language :: Python :: 3.12",
+    ],
+    python_requires=">=3.8",
+    install_requires=requirements,
+    include_package_data=True,
+    package_data={
+        "aisbf": ["*.json"],
+    },
+    entry_points={
+        "console_scripts": [
+            "aisbf=main:main",
+        ],
+    },
+    cmdclass={
+        'install': InstallCommand,
+    },
+)
\ No newline at end of file

start_proxy.sh

+#!/bin/bash
+###########################################################
+# Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <https://www.gnu.org/licenses/>.
+#
+# Why did the programmer quit his job? Because he didn't get arrays!
+##########################################################
+
+# AISBF - AI Service Broker Framework || AI Should Be Free
+# DEVELOPMENT START SCRIPT - For development use only
+# For production use, install with: python setup.py install
+
+# Get the directory where this script is located
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+
+# Change to the script directory
+cd "$SCRIPT_DIR"
+
+# Create virtual environment if it doesn't exist
+if [ ! -d "venv" ]; then
+    echo "Creating virtual environment for development..."
+    python3 -m venv venv
+fi
+
+# Activate virtual environment
+source venv/bin/activate
+
+# Install dependencies
+echo "Installing dependencies..."
+pip install -r requirements.txt
+
+# Start the proxy server
+echo "Starting AISBF development server..."
+uvicorn main:app --host 0.0.0.0 --port 8000 --reload

start_proxy.sh~

+#!/bin/bash
+Copyleft (C) 2026 Stefy Lanza <stefy@nexlab.net>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <https://www.gnu.org/licenses/>.
+#
+# Why did the programmer quit his job? Because he didn't get arrays!
+
+# AISBF - AI Service Broker Framework || AI Should Be Free
+# DEVELOPMENT START SCRIPT - For development use only
+# For production use, install with: python setup.py install
+
+# Get the directory where this script is located
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+
+# Change to the script directory
+cd "$SCRIPT_DIR"
+
+# Create virtual environment if it doesn't exist
+if [ ! -d "venv" ]; then
+    echo "Creating virtual environment for development..."
+    python3 -m venv venv
+fi
+
+# Activate virtual environment
+source venv/bin/activate
+
+# Install dependencies
+echo "Installing dependencies..."
+pip install -r requirements.txt
+
+# Start the proxy server
+echo "Starting AISBF development server..."
+uvicorn main:app --host 0.0.0.0 --port 8000 --reload