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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A community-driven AI automation framework that builds upon the incredible work of the open source community. Our goal is to combine language models with specialized tools for tasks like web search, crawling, and Python code execution, while giving back to the community that made this possible.
| Date | Stars |
|---|---|
| 2026-07-31 | 1317 |
| 2026-08-06 | 1318 |
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# LangManus
[](https://www.python.org/downloads/)
[](https://opensource.org/licenses/MIT)
[English](./README.md) | [简体中文](./README_zh.md)
> Come From Open Source, Back to Open Source
LangManus is a community-driven AI automation framework that builds upon the incredible work of the open source community. Our goal is to combine language models with specialized tools for tasks like web search, crawling, and Python code execution, while giving back to the community that made this possible.
## Demo Video
> **Task**: Calculate the influence index of DeepSeek R1 on HuggingFace. This index can be designed by considering a weighted sum of factors such as followers, downloads, and likes.
[](./assets/demo.mp4)
- [View on YouTube](https://youtu.be/sZCHqrQBUGk)
- [Download Video](https://github.com/langmanus/langmanus/blob/main/assets/demo.mp4)
## Table of Contents
- [Quick Start](#quick-start)
- [Architecture](#architecture)
- [Features](#features)
- [Why LangManus?](#why-langmanus)
- [Setup](#setup)
- [Prerequisites](#prerequisites)
- [Installation](#installation)
- [Configuration](#configuration)
- [Usage](#usage)
- [Web UI](#web-ui)
- [Development](#development)
- [Contributing](#contributing)
- [License](#license)
- [Acknowledgments](#acknowledgments)
## Quick Start
```bash
# Clone the repository
git clone https://github.com/langmanus/langmanus.git
cd langmanus
# Create and activate virtual environment through uv
uv python install 3.12
uv venv --python 3.12
source .venv/bin/activate # On Windows: .venv\Scripts\activate
# Install dependencies
uv sync
# Configure environment
cp .env.example .env
# Edit .env with your API keys
# Run the project
uv run main.py
```
## Architecture
LangManus implements a hierarchical multi-agent system where a supervisor coordinates specialized agents to accomplish complex tasks:
The system consists of the following agents working together:
1. **Coordinator** - The entry point that handles initial interactions and routes tasks
2. **Planner** - Analyzes tasks and creates execution strategies
3. **Supervisor** - Oversees and manages the execution of other agents
4. **Researcher** - Gathers and analyzes information
5. **Coder** - Handles code generation and modifications
6. **Browser** - Performs web browsing and information retrieval
7. **Reporter** - Generates reports and summaries of the workflow results
## Features
### Core Capabilities
- 🤖 **LLM Integration**
- Support for open source models like Qwen
- OpenAI-compatible API interface
- Multi-tier LLM system for different task complexities
### Tools and Integrations
- 🔍 **Search and Retrieval**
- Web search via Tavily API
- Neural search with Jina
- Advanced content extraction
### Development Features
- 🐍 **Python Integration**
- Built-in Python REPL
- Code execution environment
- Package management with uv
### Workflow Management
- 📊 **Visualization and Control**
- Workflow graph visualization
- Multi-agent orchestration
- Task delegation and monitoring
## Why LangManus?
We believe in the power of open source collaboration. This project wouldn't be possible without the amazing work of projects like:
- [Qwen](https://github.com/QwenLM/Qwen) for their open source LLMs
- [Tavily](https://tavily.com/) for search capabilities
- [Jina](https://jina.ai/) for neural search technology
- And many other open source contributors
We're committed to giving back to the community and welcome contributions of all kinds - whether it's code, documentation, bug reports, or feature suggestions.
## Setup
### Prerequisites
- [uv](https://github.com/astral-sh/uv) package manager
### Installation
LangManus leverages [uv](https://github.com/astral-sh/uv) as its package maExcerpt of 10,492 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:b6c9fdd4ab4e78ee, llm:description: 'A community-driven AI automation framework... combine language models with specialized tools for tasks like web search, crawling, and Python code execution.'
matched fp:b6c9fdd4ab4e78ee, llm:description: 'A community-driven AI automation framework... combine language models with specialized tools for tasks like web search, crawling, and Python code execution.'
matched fp:b6c9fdd4ab4e78ee, llm:description: 'A community-driven AI automation framework... combine language models with specialized tools for tasks like web search, crawling, and Python code execution.'