Flock: A Declarative and Highly Modular AI Agent Framework
Flock is an innovative framework designed to simplify the development of AI agents through a declarative approach. It allows developers to define agents by their inputs, outputs, and available tools using clear Python structures, making it easier to manage complex interactions with large language models (LLMs).
Key Features:
- Declarative Agent Definition: Define what agents do rather than how they do it, using Python type hints for clarity.
- Modular Components: Extend agent capabilities with pluggable modules for memory, metrics, and output formatting.
- Robust Integration: Seamlessly integrates with tools like Temporal for building fault-tolerant and scalable systems.
- REST API Deployment: Easily deploy agents as REST API endpoints for scalable interaction.
- Web UI and CLI Tools: Test agents in the browser and manage them via command line.
- Enhanced Serialization: Share and deploy agents using human-readable YAML files.
Benefits:
- Simplified Development: Focus on agent objectives without wrestling with complex prompt structures.
- Real-World Deployment: Built with production in mind, ensuring reliability and scalability.
- Community and Support: Active contributions and a showcase repository for examples and tutorials.
Join the Flock and revolutionize your approach to building intelligent systems!