IAToolkit
Project description
iatoolkit
IAToolkit is a comprehensive, open-source framework designed for building enterprise-grade AI chatbots and conversational applications. Built on Flask with dependency injection, it provides a robust foundation for scalable AI solutions.
🚀 Key Features
- Universal LLM Integration: OpenAI GPT, Google Gemini
- Template System: Jinja2-powered prompt templates with variables
- Context Management: Maintain conversation context across sessions
🔒 Enterprise Security
- JWT Authentication: Secure token-based authentication
- Session Management: Redis-backed secure sessions
- CORS Configuration: Flexible cross-origin resource sharing
🛠 Function Calling & Tools
- Native Function Calls: Direct integration with LLM function calling
- Custom Tools: Build and register custom tools for your chatbot
- SQL Query Generation: Natural language to SQL conversion
- API Integrations: Connect to external services and APIs
🗄 Database & Storage
- Multi-Database Support: PostgreSQL, MySQL, SQLite via SQLAlchemy
- Vector Store Integration: Semantic search and retrieval
- Document Processing: PDF, Word, Excel, and text file handling
📊 Analytics & Monitoring
- Query Logging: Track all LLM interactions
- Performance Metrics: Response times, token usage, costs
- Benchmarking: Compare model performance
- Task Management: Async task processing with status tracking
🔧 Developer Experience
- Dependency Injection: Clean, testable architecture
- CLI Tools: Command-line interface for common tasks
- Hot Reloading: Development-friendly configuration
- Comprehensive Logging: Debug and monitor easily
License
MIT License
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