mechanician.ai: Empowering Developers to Build AI Tools That Use AI

mechanician.ai is a powerful Python framework designed for building Tool Augmented Generative AI (TAG AI) applications, enabling AIs to interact with databases, APIs, and code libraries using real-time data and external systems. Built as part of the Daring Mechanician project by David Edgar Liebke, it provides a modular, extensible architecture with tools like Notepads for persistent context memory across conversations. With support for OpenAI’s Chat and Assistants APIs, streaming responses, AI-Driven Testing, and Instruction Auto-Tuning (IAT), it’s ideal for developers seeking to enhance AI capabilities with actionable tool integration. The framework is well-structured, open-source, and future-ready with plans to expand support to local LLMs.

Key Features:

• Tool Augmented Generative AI (TAG AI): Enables AIs to use tools for real-world actions and data access.
• AITools Abstract Class: Base class for creating custom, reusable AI tools with JSON-serializable outputs.
• Notepads for Context Memory: AI can create, list, delete, and manage notes across user, project, or activity contexts.
• Multiple Notepad Stores: Supports both local file storage (NotepadFileStore) and ArangoDB database storage (ArangoNotepadStore).
• Instruction Auto-Tuning (IAT): Allows AIs to improve performance based on user and evaluator feedback.
• AI-Driven Testing: Uses an Evaluator AI to simulate human interaction and test tool behavior.
• OpenAI Integration: Full support for OpenAI’s Chat API and Assistants API via mechanician-openai package.
• Streaming Support: Real-time streaming responses through OpenAIChatConnector.
• Modular Design: Core packages include mechanician, mechanician-openai, and mechanician-arangodb for specialized tooling.
• Configurable Instructions: AI and tool instructions are stored in ai_instructions.md and tool_instructions.json by default.
• Interactive Shell: mechanician.shell module enables command-line interaction with TAG AIs.
• Extensible Roadmap: Planned support for additional LLMs, including local models.

Pricing: mechanician.ai is available as a free and open-source framework with no paid tiers, making it accessible for developers at all levels.

Conclusion: mechanician.ai is an innovative, developer-focused framework that redefines how AI tools are built and enhanced, offering a robust foundation for creating intelligent, context-aware, and self-improving AI applications with seamless integration capabilities.