From the developers at Hugging Face comes smolagents, a powerful yet streamlined framework for building AI agent systems using open source large language models. The framework emphasizes simplicity while providing a robust, modular, and scalable approach to agentic llm system design.
Key Features:
- Native integration with transformers ecosystem
- Local deployment support via Ollama
- Cloud flexibility through HuggingFace API
- Broad model compatibility via LiteLLM and OpenAI API specs
Resources: Documentation | GitHub Repository
This notebook provides a comprehensive walkthrough of smolagents, covering:
- Understanding Agents and Code Agents
- Implementing Agents with Different Backends
- HuggingFace Inference API
- OpenAI API Compatible Services
- Local Deployment with Ollama
- Transformers Integration
- Building Custom Tools and Actions
- Advanced Features
- Intermediate Planning Steps
- Multi-Agent Architectures
- Creating User Interfaces with Gradio
