smolagents

smolagents Python Library

The core smolagents Python library providing CodeAgent and ToolCallingAgent classes for building AI agents that write Python code or structured JSON to call tools and orchestrate multi-agent systems. Integrates with Hugging Face Hub Inference Providers, LiteLLM, Transformers, Azure OpenAI, Amazon Bedrock, and local models via Ollama.

GitHub

Documentation

📖
Documentation
https://huggingface.co/docs/smolagents/en/index
📖
APIReference
https://huggingface.co/docs/smolagents/reference/agents

SDKs

📦
GitHubRepository
https://github.com/huggingface/smolagents

Other Resources

🔗
GuidedTour
https://huggingface.co/docs/smolagents/en/guided_tour
🔗
PyPI
https://pypi.org/project/smolagents/

API entry from apis.yml

apis.yml Raw ↑ 
aid: smolagents:smolagents-python-library
name: smolagents Python Library
description: 'The core smolagents Python library providing CodeAgent and ToolCallingAgent classes for
  building AI agents that write Python code or structured JSON to call tools and orchestrate multi-agent
  systems. Integrates with Hugging Face Hub Inference Providers, LiteLLM, Transformers, Azure OpenAI,
  Amazon Bedrock, and local models via Ollama.

  '
humanURL: https://huggingface.co/docs/smolagents/en/index
baseURL: https://huggingface.co
tags:
- Agents
- Python
- Code Agents
- Tool Calling
- Multi-Agent
properties:
- type: Documentation
  url: https://huggingface.co/docs/smolagents/en/index
- type: GuidedTour
  url: https://huggingface.co/docs/smolagents/en/guided_tour
- type: APIReference
  url: https://huggingface.co/docs/smolagents/reference/agents
- type: PyPI
  url: https://pypi.org/project/smolagents/
- type: GitHubRepository
  url: https://github.com/huggingface/smolagents