Python agents

Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x

基于ReAct手搓一个Agent Demo

Testing and evaluation framework for voice agents

[ACL 2026 Oral] UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities

CRISPSR-GPT LLM Agent Public Welcome Page

基于CrewAI框架构建的智能股票分析系统，利用多Agent协作和智能流程控制，提供全面的股票投资分析服务。 🚀 特性 : 智能股票分析 基于AI的多维度股票分析, 批量处理 高效的批量股票分析, 实时监控 股票价格和指标实时监控 , 预警系统 智能预警和通知, Web界面 直观的Web管理界面

Your friendly guide to building LLM chat apps in Python with less effort and more clarity.

ZYPHERON CLI Powerful command-line interface for automated security testing. Integrate ZYPHERON into your DevSecOps pipeline. Get CLI

全栈式自动数学建模竞赛 Claude Code Skill — AI 担任 Autopilot，人类担任 Copilot。支持国赛/美赛，AP/Manual 双模式，GitOps 流水线，强制代码自证。

A python-based light but strong lobster. A lightweight but powerful AI Agent framework in Python, with multi-channel support, tool calling, cron scheduling and streaming output

ICML 2026 autonomous AI agent for end-to-end spatial proteomics analysis, with SP-Bench for agentic multiplexed-imaging workflows.

AI Experiments A public repository of AI/ML projects exploring generative models, NLP, computer vision, and autonomous agents. Includes code, documentation, and demos for educational purposes.

Collection of useful Claude AI skills and commands

Autonomous AI-powered security scanner — multi-agent vulnerability detection, exploitation, and validation engine

GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Open Source Text Embedding Models with OpenAI Compatible API

Advanced prompt injection defense system for AI agents. Multi-language detection, severity scoring, and security auditing.

Python toolkit for Chinese LLMs, with flexible batch capacity, structured real-time visulization and automated accumulation for streaming, and explicit feedback on vendor-native parameter validation.

[KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation

transformers pytorch baichuan text-generation custom_code en

本项目是《AI Agents in Action》第二版的中文译本，是一本智能体系统构建与应用的实战指南——目标不止于打造自主实体，更在于开发能够切实应对并解决现实问题的智能体。 全书从大语言模型（LLM）的基础应用出发，逐步深入到智能助手、多智能体系统与自主智能体的构建，系统讲解智能体系统的关键组成部分：角色、工具与行动、知识与记忆、检索与增强、推理与规划、评估与反馈。第二版将五个功能层作为组织原则，并新增 MCP 协议、测试驱动的智能体开发（TDAD）、智能体循环、认知与元认知等前沿主题，帮助开发者构建生产级智能体系统。

Telegram bot implemented by OFFICIAL OpenAI ChatGPT API (gpt-3.5-turbo, released on 2023-03-01)

Machine learning algorithms applied on log analysis to detect intrusions and suspicious activities.

⚡Chat with GitHub Repo Using 200k context window of Claude instead of RAG!⚡

Evaluation tools for Retrieval-augmented Generation (RAG) methods.

A Python Telegram bot powered by Google's gemini-pro LLM API

An autonomous AI agent extension for Oobabooga's web ui

Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)

网页版 ChatGPT 包装成 API

Official Code for "Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction (CVPR 2024)" and "Social Reasoning-Aware Trajectory Prediction via Multimodal Language Model (TPAMI)"

Job search Agent (AI) searches and applies to jobs on your behalf, creating tailored applications for positions that match your skills, making your entire job search hassle-free.

Personal OS agent that learns who you are, detects life patterns, and grows smarter about you every day. Memory + Cron + Atropos RL

Realistic examples of building evals and optimizing agents with Harbor

🔎 深度研搜对话式多智能体 AI Agents，最适合系统学习 DeepAgents 的实战项目｜AI Deep Research Agent 实战 · LangGraph + RAGFlow + Tavily + FastAPI + WebSocket 从0到工程化落地。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、多智能体 Agent 和企业级 AI 工程落地

CLI tool for running text through OpenAI Text to speech

Run any Large Language Model behind a unified API

[ICCV] Social NCE: Contrastive Learning of Socially-aware Motion Representations

MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT...

Multi-agent LLM system for intelligent replenishment decisions in manufacturing supply chains

Dialectical reasoning architecture for LLMs (Thesis → Antithesis → Synthesis)

The offical repo for "LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling"

All Jina AI APIs as Unix CLI commands. Search, read, embed, rerank - with pipes.

Autonomous quantitative trading research platform that transforms stock lists into fully backtested strategies using AI agents, real market data, and mathematical formulations, all without requiring any coding.

AnyKB — 私有 RAG 知识库 + 透明 Agent

Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.

(Deprecated) Facebook Messenger Platform Python Library (Facebook Chatbot Library)

⚡ "Value" - https://value.valmi.io . Valmi Value is Outcome-based billing and payments infrastructure for AI agents. Meter usage, configure flexible pricing, and track costs & profitability - so you can focus on building great AI products.

An SDK for multi-agent collaborative perception.

GPT/DALL-E-based ChatGPT-like chatbot that runs on both CLI and Telegram, with sharable imprints.

Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"

AI-powered tool to audit and optimize website content by crawling URLs, analyzing H1s, and generating actionable GEO recommendations with CrewAI.

Alexa Skill that provides turn based conversations with an AI LLM. Bringing AI to your Alexa, because Amazon doesn't.

This repo compiles a collection of examples that demonstrate the effective use of the ReAct pattern in LLM prompting. It includes variations and implementations of agents that leverage the ReAct pattern, optimized for Gemini.

Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP

USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with skills and autonomous agents.

🤖 AI Agent-driven Kaggle competition workflow. Battle-tested patterns for score stabilization, submission troubleshooting, kernel workflows, and spec-driven development.

Mechanical plan/dev/self-audit/external-audit gates for AI coding agents, with a configurable role-routing topology engine, an MCP-UI live status panel, and native-tooling Claude Code V2 dispatch. Claude Code, Codex, OpenClaw, and PyPI.

gradio region:us

GPT Enhanced with Real-Time Web Browsing 🔗

AI-powered Dropbox search tool for private documents

RAG enabled Chatbots using LangChain and Databutton

🦙 Free and Open Source Large Language Model (LLM) chatbot web UI and API. Self-hosted, offline capable and easy to setup.

This repository contains an implementation of a UAV-based task offloading model using the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) reinforcement learning algorithm.

pbsv - PacBio structural variant (SV) calling and analysis tools

Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)

transformers pytorch jais text-generation Arabic English

transformers safetensors qwen3_next text-generation conversational license:apache-2.0

为 Claude Code 赋能多模态视觉能力，支持豆包、通义千问、GPT-4o 等模型，用于截图 / UI / 图表分析；适配 DeepSeek 等无视觉底座，搭配 browser-harness 可做前端布局自动化检查。

GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.

Setting up QA testing agents using playwright and crewAI

Multi-agent Combat Arena (UAV swarm vs UAV swarm)

GPTUI is a GPT conversational TUI (Textual User Interface) tool that runs within the terminal. It has some distinctive features, such as multi-AI group chat, AI-initiated care, and other functionalities.

Educational tool demonstrating IDE bypass techniques for Kiro IDE. ⚠️ Partially compatible - Machine ID reset ✅ | Auto-update disable ✅

Spring Boot skills for AI coding agents

🛡 Установщик разблокировщика зарубежных AI-сервисов (и не только) для России 🌍

Arrest is a small utility to easily structure and validate your REST api calls using pydantic and httpx

Committed to being the best code interpreter in the world.

👀🧠 GPT-4 Vision x 💪⌨️ Vimium = Autonomous Web Agent

Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants

Convert Files / Folders / GitHub Repos Into AI / LLM-ready Files

The implementation of "Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4"

Build an AI Agent from Libraries of Functions -- My most advanced agent framework

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

DSPy module for OpenAI Codex SDK - signature-driven agentic workflows

⚡ TubeCLI — The Ultimate Open Source AI Agents Ecosystem | Agents Browser · Agents Workflow · Agents Studio World

60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and operations

企业级多Agent智能运维系统 AIOps | Python+Java+Go | 面试级全套项目 | 监控告警+根因分析+故障自愈+变更审批

Iterative development methodology plugin for Claude Code — extracts requirements, defines walking skeleton, loops through audited sprints autonomously

transformers gguf llama text-generation llama-factory orpo

Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.

Self-hosted auto clustering AI agent OS for consumer hardware like the computer you already own, an Orange or Raspberry Pi or a Mac Mini etc. Full desktop, app store, agent deployment, distributed compute cluster. Memory by taOSmd.

Welcome to **LiveRecall**, the open-source alternative to Microsoft's Recall. LiveRecall captures snapshots of your screen and allows you to recall them using natural language queries, leveraging semantic search technology. For added security, all images are encrypted.

AI-Powered Malware Analysis & Threat Intelligence for Ghidra Transform your static analysis workflow with cutting-edge AI capabilities, comprehensive malware detection, and advanced threat intelligence.

Run DeepSeek V4 Flash as a native Codex subagent without replacing the OpenAI main agent.

Attention-based Deep Reinforcement Learning framework for portfolio allocation on S&P 500 equities. Includes custom environment, policy architecture with cross-sectional attention, PPO/A2C/REINFORCE agents, training/evaluation pipeline, and fine-tuning grid search.

CivAgent is an LLM-based Human-like Agent acting as a Digital Player within the Strategy Game Unciv.

Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation