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AI Agents & Assistants

Harness LLMs with Multi-Agent Programming

Python Latest 0.65.14 · 10h ago Security brief →

Features

  • Provides a lightweight, extensible Python framework for building LLM‑powered multi‑agent applications
  • Supports easy configuration of agents with optional components such as LLMs, vector stores, and tools/functions
  • Enables collaborative problem solving via agent message exchange without relying on other LLM frameworks

Recent releases

View all 41 releases →
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0.65.14 Security relevant
Auth Breaking upgrade

Blocks write SELECT statements

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0.65.13 Breaking risk
Dependencies

Python 3.13 support + FTS fix + security updates

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0.65.12 Mixed
Dependencies Breaking upgrade

Batch fix + transport waste + lxml floor

No immediate action
0.65.10 Bug fix

Fixes Gemini 3.x tool-call handling

No immediate action
0.65.9 Breaking risk

Precise MCP types + fast 4xx failure

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Python Makefile Shell

Install & Platforms

Install via
pip

Community & Support

Alternative to

Langchain CrewAI Autogen Langflow

Beta — feedback welcome: [email protected]