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wanxingai / LightAgent

LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.

Why this job: topics: agent-framework, multi-agent, tool-calling, agents, ai-agent, multi agent

lightswarm_demo_en.png

What it does

  • Lightweight and Efficient 🚀. Minimalist design, quick deployment, suitable for various application scenarios. (No LangChain, No LlamaIndex) The core framework stays small, modular, and fully open source while using focused dependencies for
  • Memory Support 🧠. Supports custom long-term memory for each user, natively supporting the mem0 memory module, automatically managing user personalized memory during conversations, making agents smarter.
  • Autonomous Learning 📚️. Each agent possesses autonomous learning capabilities, and admins with permissions can manage each agent.
  • Tool Integration 🛠️. Support for custom tools (Tools) and MCP tool integration, flexible expansion to meet diverse needs.
  • Complex Goals 🌳. Built-in Tree of Thought (ToT) module with reflection, supporting complex task decomposition and multi-step reasoning, enhancing task processing capabilities.

Get started

pip install lightagent
Maintenance
Active
Last commit 12 days ago
Stars
1,244
+3 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v0.11.0
Released 40 days ago
Built with
Python
100% of the code

Is it looked after?

Contributors
7
Last 90 days
Issues
94% closed
2 still open
Pull requests
67 merged
0 waiting
Releases
33
22 in the last year

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More: languages, topics and project record

Languages

  • Python 100%
  • JavaScript <1%
  • Makefile <1%

Topics

  • agent-framework
  • agent-hooks
  • agents
  • ai-agent
  • lifecycle-hooks
  • llm
  • mcp
  • multi-agent
  • openai
  • openai-api
  • python
  • tool-calling

Project record

  • JobAgent frameworks
  • StatusListed
  • Commits200
  • Forks180
  • Watching50
  • Stars in 28 days+16
  • CreatedJan 20, 2025
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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