Overview
smolagents is an open-source Python library designed to simplify the creation and deployment of intelligent AI agents. By providing a minimal, flexible framework, it allows developers to build sophisticated agent systems with just a few lines of code.
Key Features
- 🧑💻 Code Agent Technology: Agents generate and execute Python code dynamically
- 🌐 Multi-Model Support: Compatible with Hugging Face, OpenAI, Anthropic, and other LLM providers
- 🔒 Secure Execution: Sandboxed environments and secure Python interpreters
- 🤗 Hub Integrations: Easy sharing and loading of tools from Hugging Face Hub
- 🚀 Minimal Complexity: Core agent logic fits in ~1,000 lines of code
Use Cases
- Automated research and information gathering
- Complex problem-solving workflows
- Tool orchestration and multi-step task completion
- Adaptive AI assistants across various domains
Technical Specifications
- Language: Python
- Dependencies: transformers, LiteLLM
- Execution Modes:
- Secure Python interpreter
- E2B sandboxed environment
- Model Compatibility: Transformers, API-based models
- License: Apache 2.0
