Python agents

The Machine Learning Toybox for testing the behavior of autonomous agents.

Autonomous vehicle training environment with configurable difficulty based on ML-Agents v0.6

An example showing how to do different kinds of AI agents with Temporal in an order repair context

Agentic Github Issues Retrieval on Kubernetes

Multi-agent-path-planning by Python,with 4 entrances, 4 target and 8 AGVs

Code for the paper "Learning to Schedule Joint Radar-Communication with Deep Multi-Agent Reinforcement Learning" as published in the IEEE Transactions on Vehicular Technology.

Code for "A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising" WSDM 2022

LogiCity@NeurIPS'24, D&B track. A multi-agent inductive learning environment for "abstractions".

Codes for the paper "HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism"

[ICDE 2022] Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented Distributed Multi-Agent Deep Reinforcement Learning

Multi-agent trading, swarm intelligence, and GitHub automation plugins for Claude Code. 19 production-grade plugins built from 68+ specialized agents.

This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis.

This repository contains simple examples of function calling using the Chat Completions API.

Open source framework for building conversational agents [WIP]

A Scalable Agentic RL Training Framework for Deep Research Agent

🔥 AgentScale: A Scalable Microservices-based Agent Orchestration Framework

Natural language to bash commands. Run, understand, copy bash commands generated by an LLM

Monika is an AI assistant that combines speech-to-text, natural language processing, and text-to-speech capabilities for seamless interaction.

基于 LangChain1.0和DeepAgents的代码优化Agent

Agent Framework that just works out of the box ⭐

A powerful web-based dashboard for managing OpenClaw AI agents. Monitor system health, browse workspaces, manage sessions, edit blueprints, and interact with agents in real time.

This project is designed for a simple LLM agent with tools on a clinical knowledge graph in Neo4j.

Implementation code for: O. Natan and J. Miura, “End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent,” IEEE Transactions on Intelligent Vehicles, vol. 8, no. 1, pp. 557-571, Jan. 2023.

Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify via a Theme Extension

A :robot: which provides features from Wikipedia like summary, title searches, location API etc.

Grok2API（OpenAI 兼容接口）：将 Grok Web 调用适配为 OpenAI 风格 API，支持流式对话、图片/视频生成与缓存、代理池与 SSO 绑定、号池并发与自动负载均衡。

uses Whisper from OpenAI to generate video subtitles automatically.

ShortGPT without needing openai api

A RAG system designed to process documents with multimodal content. It can generate factual, context-aware answers to user queries, based on the documents texts, tables, figures, ...

a complete RAG-Ready fast api app for your Rag Systems

This is the code repository for Master Retrieval-Augmented Generation (RAG) Systems, published by Packt Publishing

Fast-ingesting tabular data MCP RAG tool backed with cell citations

Code for "SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning" AAAI 2020

Ready-to-use .claude configuration for Python projects: agents, skills, commands, rules, and MCP server templates for Claude Code.

Multimodal Open Source Framework for Conversational Agent Research and Development.

Code of the ICCV 2023 paper "March in Chat: Interactive Prompting for Remote Embodied Referring Expression"

Production-ready MCP servers for 70+ APIs — GitHub, Google, Notion, Jira & more. Generated from OpenAPI specs, tested against live APIs. Works with Claude Desktop, Cursor, Codex & Claude Code.

You install it. Claude drives the CLI tool. At first it might seem like too much. Eventually, nothing less will make sense.

Revit addin for an AI BIM assistant called Zoidberg.

[CVPR 2025] Code for "Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering".

🤖 A curated list of top open-source AI agent frameworks — from AutoGPT to LangChain, featuring 60+ production-ready frameworks with 1M+ stars

[arXiv'26] From Clinical Intent to Clinical Model: An Autonomous Coding-Agent Framework for Clinician-driven AI Development

Safe Multi-Agent Robosuite benchmark for safe multi-agent reinforcement learning research.

Repository for the SIGIR LiveRAG challenge: "RAGentA: Multi-Agent Retrieval-Augmented Generation for Attributed Question Answering"

Embedded multi-session terminal panel for Agent Zero.

Nature and nurture combined adapt faster than either alone. Darwinian evolution (agents selected across generations) plus Multi-Agent Deep RL (agents learning within a lifetime) in one ecosystem, each mechanism amplifying the other — a testbed for the Baldwin effect, coevolution, and emerging cooperation.

practical patterns for agentic coding: hooks, agents, automation. built from hundreds of claude code sessions

GUI wrapper built on top of Claude Agent SDK

A robotframework library that repairs failing Robot Framework tests automatically via AI

中文语音助手 | 唤醒词 + ASR + OpenClaw Agent + TTS | 离线唤醒、流式语音交互、工具调用、Skills 扩展

AI-powered code intelligence CLI with multi-agent analysis, impact graphs, and conversational coding.

A governed local AI build-and-memory system that trains small brains, compares them, protects the better one, archives the worse one, and preserves the evidence of why. v1.0.0/governed-v2.2.0+

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.

分享高质量的AI项目

BlackRock Hackathon Award: STRAT brings professional risk management from BlackRock to individual investors looking to diversify & learn.

Local codebase indexing and search tool. Supports hybrid search, flow tracing and impact analysis.

🏛️ Hermes Gate — Terminal TUI for managing remote Hermes Agent sessions with auto-reconnect, detach support, and zero config

Secure context engineering for AI agents. Content security · integrity verification · trust hierarchy · ACE patterns. Self-hosted, Apache 2.0.

The Multi-Agent AI Finance Assistant is an open-source platform designed to provide intelligent financial analysis and decision-making support using a multi-agent AI framework. Leveraging large language models (LLMs) and advanced financial algorithms.

Open-source bundle of agent methodologies and Hermes-compatible skills.

NumCraft - Multi-Agent Collaborative System for Intelligent G-Code Generation

NEXO runtime core for NEXO Desktop: local memory, automation, MCP tools and update-managed runtime.

Biomimetic memory architectures for LLMs — surprisal gating, reconsolidation, affective routing, sleep consolidation, and spreading activation

基于 FastAPI 的生产级 AI Agent 框架，支持 100+ LLM 提供商、MCP 工具集成、多 Agent 协作、RAG 知识库和沙箱隔离执行

一个用于将大型语言模型 (LLM) 与 MetaTrader 4 (MT4) 连接起来的 Python 框架，用于创建自主的、工具驱动的算法交易机器人。A Python framework to bridge Large Language Models (LLMs) with MetaTrader 4 (MT4) for creating autonomous, tool-driven algorithmic trading bots.

Open security scanner and self-hosted control plane for AI, MCP, and cloud. One evidence model — scan locally, centralize findings, govern in your VPC.

A complete, hands-on roadmap to becoming an AI Engineer, from Python basics to production RAG, Agents, and Fine-Tuning. 10 modules, 20+ notebooks, 15 real projects. Free, open source, built for the community.

📕 面向 AI Agent 的小红书命令行工具 — 搜索、发布、互动、数据分析。MCP + CDP 双引擎

FastAPI backend blueprint for AI agent apps: DDD, SQLAlchemy, Taskiq, admin UI, RAG infra, and Claude/Codex collaboration harness.

Open-source, LLM-ready SERP and web scraping service

AI-powered geopolitical news intelligence platform. Ingests 100K+ daily events from GDELT, stores in MotherDuck (DuckDB), orchestrates with Dagster, and features an AI chat interface with Text-to-SQL. Full data engineering stack at $0/month.

Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

Enterprise-grade FastGPT workflow JSON generator - Works with Claude Code, OpenClaw, Costrict.ai, Trae and any skill-based AI platform

Open-source security scanner for AI Agent skills, plugins & MCP servers. 39 detection rules. pip install prism-scanner

ontorag cli and core library

机构级 A股量化系统 - Hermes 多智能体 + Barra 中性化 + Level2 微结构 + 15 个圈内 tricks 完整实现

Run an AI coding agent autonomously across a multi-step workstream, safely. Claude Code plugin + cross-platform CLI, Codex backend, lessons memory, guarded self-improving loop.

A coding agent CLI with the ability to autonomously create/evolve skills and manage the lifecycle of reusable skills.

Explores the implementation of a LangChain Agent using Azure Cosmos DB for MongoDB vCore to handle traveler inquiries and bookings. The project provides detailed instructions for setting up the environment and loading travel data, aiming to empower developers to integrate similar agents into their solutions.

[CVPR 2026 Highlight] Offical code for- NERFIFY: A Multi-Agent Framework for Turning NeRF Papers into Code

Generate verification-focused operating prompts for AI agents.

Eva - Is your AI. The future is now.

Research-focused fork of Hermes Agent for autonomous end-to-end LLM research loops.

A powerful Retrieval Augmented Generation system that turns your Markdown documentation into an interactive knowledge base using vector search and LLMs.

Complexity-aware agentic coding pipeline for Claude Code

The system of record and control plane for AI coding agents. Keeps their memory correct, current, and safe to act on as the code moves, captures what code can't say on its own, and gates what agents are allowed to do. Retrieves by path, semantic search, and relationship (code-graph).

这是一个基于大语言模型的 Text-to-SQL 工具，支持： 1. 多种 LLM（OpenAI、Qwen、硅基流动） 2. SQL 验证和安全检查 3. Schema 管理和语义注释 4. Few-shot 学习 5. 置信度评估 6. 查询执行和结果格式化

Autonomous Solidity Fuzzing via a Multi Agent Orchestration Framework

These are multi-ai-agents samples for Cloud Native

Official Implementation of "O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL"

UAVs path planning algorithm based on multi-agent deep reinforcement learning algorithm MASAC

Your AI-Powered Test Agent for Comprehensive Test Cases Generation and Effective Test Automation leveraging RAG architecture & GenAI

Agentic Chunking involves organizing propositions from a text into meaningful “chunks” for efficient processing and retrieval within a RAG system.

Goal-QA-driven development toolkit for agentic AI

A verifiable, time-aware knowledge ledger your LLM keeps for you. An evolution of the LLM Wiki pattern, built on Claude Code.

HiPRAG (Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation) is a reinforcement learning method designed for training reasoning-and-searching interleaved LLMs with improved efficiency and reduced oversearching as well as undersearching behavior.

The official implementation of our work SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration in AAAI 2025