Python agents

SuperMew — Agentic RAG with LangChain & LangGraph

AI chatbot 🤖 for chat with CSV, PDF, TXT files 📄 and YTB videos 🎥 | using Langchain🦜 | OpenAI | Streamlit ⚡

Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7% ± 2.1 pass@1 on Terminal-Bench 2 (GPT-5.5). Lifts GPT-5.4 69.7→77.0% over 10 iters, beats Codex/ACE/Training-Free GRPO; frozen harness transfers to SWE-bench-Verified.

ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloads, seamless closed LLM integration, and offline-first RAG knowledge bases, ARGO becomes a DeepResearch powerhouse for autonomous thinking, task planning, and 100% of your data stays locally. Support Win/Mac/Docker.

LangGraph template for a simple ReAct agent

Command Your World with Voice

data-to-paper: Backward-traceable AI-driven scientific research

Orion-14B is a family of models includes a 14B foundation LLM, and a series of models: a chat model, a long context model, a quantized model, a RAG fine-tuned model, and an Agent fine-tuned model. Orion-14B 系列模型包括一个具有140亿参数的多语言基座大模型以及一系列相关的衍生模型，包括对话模型，长文本模型，量化模型，RAG微调模型，Agent微调模型等。

Payments are broken for AI agents. Snaplii unlocks real-world commerce with a safe, tokenized payment layer — powered by 500+ merchant gift cards — and is the only one that actually saves you money (up to 10% per transaction), on top of any existing deals or promotions.

Intercept LLM API traffic and visualize token usage in a real-time terminal dashboard. Track costs, debug prompts, and monitor context window usage across your AI development sessions.

AI handles execution, humans own the direction, and every run becomes an inspectable research artifact on disk.

AI handles execution, humans own the direction, and every run becomes an inspectable research artifact on disk.

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

BioMate-KB Bioconductor Skills — 200 packages (top 100 by downloads + 100 rising stars) as vignette-grounded Claude/agent skills, with per-package workflow recipes

More is Different. A multi-agent world engine where AI agents live, talk, compete, ally.

BabyAGI: an Autonomous and Self-Improving agent, or BASI

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

Train Models Contrastively in Pytorch

Folder structure as agent architecture. ICM replaces framework-level orchestration with filesystem structure.

🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

gguf qwen3_next unsloth qwen qwen3 text-generation

Hypernetworks that update LLMs to remember factual information

Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chain builder.

Long-term memory for AI assistants. Graph + vector store that recalls decisions, relationships, and context across sessions.

Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows. Zero sharing. Your notes stay yours.

PlayGround: AI Research into Multi-Agent Learning.

Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js

This repository contains the implementation of AutoSchemaKG, a novel framework for automatic knowledge graph construction that combines schema generation via conceptualization.

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

transformers safetensors qwen text-generation custom_code zh

CodeGate: Security, Workspaces and Multiplexing for AI Agentic Frameworks

Local voice chatbot for engaging conversations, powered by Ollama, Hugging Face Transformers, and Coqui TTS Toolkit

An implementation of iterative deep research using the OpenAI Agents SDK

Local security audit for AI API relays and LLM proxies: detects prompt injection, model substitution, tool-call rewriting, SSE anomalies, error leakage, and Web3 wallet risks.

A chatbot/GraphRAG framework that creates multi-llm-agents from social platform user comments and let them debate on specific topics.

Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more

A simple OpenAI Gym environment for single and multi-agent reinforcement learning

A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

MCP-NixOS - Model Context Protocol Server for NixOS resources

🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.

OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

Building LLM-Enabled Multi Agent Applications from Scratch

A curated, multilingual library of 182 installable AI agent skills for end-to-end academic research—spanning literature discovery, scientific writing, grant development, bioinformatics, drug discovery, clinical research, machine learning, and data analysis.

What if OpenAI Deep Research and Dify were one platform? OpenAgent — harness architecture for rapidly building vertical AI agents, with deep reasoning loops, visual workflows, RAG, and A2A delegation.

Open-source VMs-as-a-service

A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The #1 Codex Marketplace. See live plugins at: https://hol.org/registry/plugins

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

Automatic multi-agent workflow generation, fully integrated with QVeris unified data and tool layer

An Innovative Agent Framework Driven by KG Engine

Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.

transformers safetensors qwen2 text-generation code codeqwen

A simple, yet powerful and extendable Slack bot

Framework for enhancing LLMs for RAG tasks using fine-tuning.

盯盘侠 PanWatch · 自托管 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送

[NeurIPS 2025 Spotlight] OpenCUA: Open Foundations for Computer-Use Agents

利用LLM构建应用实践笔记

AI Travel Agent

CheetahClaws: A Fast and Easy-to-Use Agent Harness Infrastructure for Long-Horizon, Multi-Model, and Tool-Using AI Systems

Turns corrections into Preferences, Project-specific skills, and Shared skills for Claude Code, Codex, and OpenCode.

A cache for AI agents to learn and replay complex behaviors.

A 股多智能体智能投研系统 — 基于 TradingAgents 架构，15 名 AI Agent 模拟机构协作与实时辩论对抗，全流程可视化，支持 OpenClaw / Claude Code 集成，Docker 一键部署。

一个优雅且完备的 Python QQ 自动化框架，基于 Mirai API HTTP v2。 Powered by Graia Project.

更适配中文用户的轻量开源AI Agent | 国产大模型Coding plan支持 | 兼容OpenClaw Skills生态| 已接入微信ClawBot/微博龙虾/飞书/钉钉/QQ/小智AI/Telegram/deepseek-v4。

Practical LangChain patterns and implementations for real-world LLM applications. 极客时间：LangChain实战课 - 这是LangChain框架早期设计的一系列重点模块的直接而清晰的示例和讲解。随着LangChain的快速演进，有些代码需要安装新的版本进行迭代。希望大家在快速浏览课程概念（仍有价值）的同时，自行学习LangChain最新的代码和进展。

Your CrewAI Powered Video Editing Assistant

Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.

Cognitive Architectures for Multi-Agent Teams

面向中文开发者的 Claude Code Skills / Agents / Plugins 精选与原创技能库｜按场景分类｜复制即装｜持续更新

One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.

:newspaper: Let ChatGPT Summarize Hacker News for You

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

中文领域心理健康对话大模型SoulChat

MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research · 浏览器里运行的安卓模拟器 · Browser-hosted Android Simulator · Verifiable Evaluation · Scalable Online RL Training

ToolOrchestra is an end-to-end RL training framework for orchestrating tools and agentic workflows.

腾讯云智能渗透黑客松 Official repository of Tencent Cloud Intelligent Penetration Hackathon. Showcasing top open-source projects of LLM-based autonomous penetration agents, including multi-agent collaboration, automated penetration, AI-driven offensive security, and intelligent attack-defense solutions.

Autonomous self-evolving agents. Vision-grounded layered memory and self-written skills for LLM agents that operate your computer.

Python SDK for transforming any AI agent into a production-ready application. Framework-agnostic primitives for runtime, memory, authentication, and tools with AWS-managed infrastructure.

Repo containing code for multi-agent deep reinforcement learning (MADRL).

This demo shows a multi-turn conversation with an AI agent running inside a Temporal workflow.

Wise and powerful personal assistant, available in your nearest terminal

Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

Full Stack application for retrieving Stock Data and News using LLM, LangChain and LangGraph

SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds

open source agent engineering platform: traces, evals, and metrics to debug and improve your AI agents. Integrates with LangGraph, CrewAI, Claude Agent SDK, and more.

A research project for natural language generation, containing the official implementations by MSRA NLC team.

[CVPR 2022] HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

AI-powered multi-agent system that automatically analyzes codebases and generates comprehensive documentation. Features GitLab integration, concurrent processing, and multiple LLM support for better code understanding and developer onboarding.

Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.

Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.

MAC (Multi-Agent CAD): A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute

Chat with your documents offline using AI.

End-to-end Generative Optimization for AI Agents

Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory — entirely offline.

Visualization and debugging tool for LangChain workflows

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool

Build autonomous, resilient and observable AI agents with built-in workflow orchestration, security, statefulness and telemetry.

TTSFM mirrors OpenAI's TTS service, providing a compatible interface for text-to-speech conversion with multiple voice options for free.

MLX Omni Server is a local inference server powered by Apple's MLX framework, specifically designed for Apple Silicon (M-series) chips. It implements OpenAI-compatible API endpoints, enabling seamless integration with existing OpenAI SDK clients while leveraging the power of local ML inference.