Python agents

A python library for creating AI assistants with Vectara, using Agentic RAG

A high-level multi-agent development framework built on LangGraph, combining CrewAI’s intuitive concepts with enterprise-grade features, ready-to-use templates, and full-stack UI for rapid productization.

AdaSociety is a customizable multi-agent environment featuring expanding state and action spaces, alongside explicit and alterable social structures. AdaSociety is friendly to tensor-based and LLM-based methods.

AutoGen最新架构v0.4正式发布第一个稳定版本，v0.4是对AutoGen的一次从头开始的重写，目的是为构建Agent创建一个更健壮、可扩展、更易用的跨语言库，其应用接口采用分层架构设计，存在多套软件接口用以满足不同的场景需求 。

Self-Hosted AI Agent for Kubernetes & DevOps. Approval-Gated. Deterministic Control Loop.

Ultralytics GitHub Actions

Private RAG system with semantic context ingestion to improve source of truth of reliable sources

QuantConnect Algorithmic Trading Platform Orchestration MCP - Agentic LLM Driven Trading Strategy Design, Research & Implementation

Secure autonomous AI agent framework and platform. Build AI teams by describing what you want. Orchestrate agents that can do everything a human can do.

实战案例：从 0 到 1 搭建 LLM 智能简历筛选 Agent 系统（设计+实现）智能简历筛选系统 · Resume Screener 基于 LLM + 向量检索的智能简历筛选系统 上传简历 → 用一句话描述岗位需求 → 自动解析、检索、过滤、评分、排序并生成候选人分析报告

You've heard Claude Code can do amazing things. Skills, hooks, agents, memory systems — but who has time to figure all that out? Claude Prime sets it up for you in one command.

一个让 Claude Code 调用 Codex 干活，并可以同时调用多个模型（GPT、Kimi、DeepSeek 等）的 MCP 工具。

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🐾 给AI加长期记忆的轻量网关 / A lightweight gateway that adds long-term memory to any LLM

DALLE2 in the command line.

Natural Language Data Augmentation Tool for Conversational Systems

Tutorial and template for a semantic search app powered by the Atlas Embedding Database, Langchain, OpenAI and FastAPI

BingGPT Discord Bot that can handle /ask & /imagine prompts using reverse engineered API of Microsoft's Bing Chat under the hood

A framework for evaluating AI audit agents using recent real-world data

A Python CLI to test, benchmark, and find the best RAG chunking strategy for your Markdown documents.

Streamlit demo of Scrapegraph-ai for GPT4-hackaton

[RAG训练营] u.geekbang.org/subject/airag/1009927 这是我用Cursor自行制作的RAG Framework，好处是可以掌控RAG每一个环节的教学细节。

Multi-agent AI discussion CLI for structured debates between LLMs

Run OpenClaw AI agent with zero API cost, local LLM via AirLLM

Typst skill for agents.

MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.

闲鱼 CLI · 原生支持 MCP · 为 AI Agent 而生 | Goofish (Xianyu) automation CLI · MCP-ready · Built for AI Agents

Addressee detection for voice agents: device-directed speech detection that runs before STT, so background speech, side conversations, and the agent's own TTS echo never trigger it. No wake word, model-agnostic, drop-in for LiveKit, Pipecat, ElevenLabs, Twilio, and OpenAI. The layer your VAD and turn detection are missing.

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2019语言与智能技术竞赛-基于知识图谱的主动聊天

Accurate and flexible loops calling tool for 3D genomic data.

An LLM-based tool to chat with your documents and databases, including a management system | 面向企业内部环境的大模型(LLM)知识库问答系统，包含后台管理系统

DialOp: Decision-oriented dialogue environments for collaborative language agents

:robot: The next generation of Multi-Modal Multi-Agent platform. :space_invader: :unicorn: :crystal_ball:

🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using OpenAI.

Simple python tool which finds the location of a wifi access point from its BSSID (Basic Service Set Identifier) which is the MAC address of the wifi access point and optionally displays the location on Google Maps. This is implemented by calling the Apple Location Services API.

Hybrid RAG AI Agent built with MongoDB, Pydantic AI, and Docling - combines semantic and text search with reciprocal rank fusion.

Reliability harness for long-running OpenClaw agents: persistent state, strict task contracts, scheduled execution, and external validation.

The Trading Research Framework inspired by Deerflow Multi-Agent!

A full-stack ai agent chat project, built with langgraph+fastapi+nextjs, supporting tool invocation and RAG knowledge base

About Facebook Chat (Messenger) for Python / Message Listening for E2EE (end-to-end)

原生AI股票研究平台，支持多智能体分析、AI Agent 协作与实时辩论对抗，可配置的大语言模型（LLM）工作流、多源市场数据及报告导出功能。

AlgoTune is a NeurIPS 2025 benchmark made up of 154 math, physics, and computer science problems. The goal is write code that solves each problem, and is faster than existing implementations.

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Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.

TaskFlowAI is a lightweight and flexible framework designed for creating AI-driven task pipelines and multi-agent workflows. It provides developers with a streamlined approach to building agentic systems

Simulating Large-Scale Multi-Agent Interactions with Limited Multimodal Senses and Physical Needs

[ICCV 2025] The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate".

A Comprehensive Library for Memory of LLM-based Agents.

Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery

A Pair Programming Framework for Code Generation via Multi-Plan Exploration and Feedback-Driven Refinement, ASE 2024 (Distinguished Paper Award)

🔥[CVPR2025] EventGPT: Event Stream Understanding with Multimodal Large Language Models

Training Proactive and Personalized LLM Agents

A workflow-driven AI agent framework that executes YAML-defined decision trees.

Official repo of "MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents". It can be used to evaluate a GUI agent with a hierarchical manner across multiple platforms, including Windows, Linux, macOS, iOS, Android and Web.

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"

A lightweight MCP server bridging AI agents to OpenAI models via official CLI

Automatic LLM-based video generation using the manim library. Usage of a code-writer and code-reviewer feedback loop with execution logs.

Process monitoring and configuration dashboard for Hermes Agent

🎵 将音乐搬进AI终端 · 打造Coding专属智能DJ · 听歌新范式 · 交互式音乐 ｜A retro pixel DJ for Claude Code / Codex CLI / Terminal with Apple Music / QQ Music / Local Music — plays music, shows synced lyrics, and 😱 panics when your tests fail.

Unofficial AI-powered Plex playlist generator with library awareness. Every track it suggests, you actually own.

Open-source AI agent skills + 80+ strategy templates for autonomous trading on Hyperliquid — build, deploy, and protect strategies across crypto, equities, commodities & indices, with two-phase trailing-stop (DSL) exits.

openJiuwen DeepSearch is a knowledge-enhanced deep search and research framework with industry-leading chunk-level citation and traceable reasoning capabilities, delivering precise agentic search and research abilities.

Drop-in prompt-caching fixes for the LLM agent harness you use. Point your AI coding agent at this repo and it ships the patches.

AI algorithmic trading toolkit with backtest, simulation modes. ai algo trading agent

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Test that your Claude Code skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, activation checks, A/B experiments, CI gates.

AgentBridge is a self-hosted, AI-readable foundation for Vibe Coding business tools. It lets an AI and your developers write the business-specific domain and tools, while the platform owns the difficult shared behavior: JSON/SSE , session lifecycle, permissions, approvals, audit, and RAG ports.

A simple experiment on letting two local LLM have a conversation about anything!

This repo aims to help developers to get into the genAI topic quicker by automating AI Core and HANA Vector Engine provisioning and configuration with Terraform Provider for SAP BTP.

🔍 Code entity retrieval "GPT action" for ChatGPT!

Making your requests to the OpenAI API go fast!

Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"

GraphRAG Server

CAMEL framework-based multi-agent system for task-driven and dynamic environments

A multi-agent event planning workflow built with Microsoft Agent Framework - combining Semantic Kernel's enterprise orchestration with AutoGen's multi-agent patterns.

n8n-playbook: cheastsheet, examples

Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

A sophisticated multi-agent AI system for analyzing Indian NSE-listed stocks using real-time data, technical indicators, news sentiment, and advanced AI reasoning.

Multi-agent coordination + persistent memory, semantic negotiation, async rooms, and a shared knowledge graph

Your personal CTO Team for Claude Code . These Subagents will help you challenging yourself while you plan and execute.

An AI red-team agent for authorized labs and web app pentesting workflows. Turns Claude Code / OpenCode / Codex into a structured recon → test → exploit → report workflow, with containerized tools and resumable state.

基于 LangGraph 和 FastAPI 的电商 AI Agent 框架。从 RAG 知识库到复杂的退货业务流的智能客服系统。

Claude Code skill: find PR/backlink opportunities on Qwoted, build a sourced statistics page as a linkable asset, and pitch journalists — all from your AI agent.

A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is a diff in your repo. MCP + CLI.

Some tools help. Some tools assist. Villani Code intervenes.

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Evidence-grounded veterinary research workbench with local RAG, bounded LLM agents, auditable tool use, citations, abstention, and human review.

Multi-agent AI coding factory for one person — Claude Code PM + Codex/Qwen/Grok/Kimi/AGY writers, durable conveyor, auto-merge to main

This repo aims to help developers to get into the genAI topic quicker by automating AI Core and HANA Vector Engine provisioning and configuration with Terraform Provider for SAP BTP.

AI agent skill for end-to-end hotel search and booking—compare live rates across leading OTAs and hotel suppliers, verify availability, book stays, and manage reservations, cancellations, and payments via the TourMind API.

通过与OpenAI兼容的统一方式调用国内外各种大语言模型和Agent编排工具API的轻量级开源Python工具包。

MAexp is a generic platform for RL-based multi-agent exploration

Fluid Database

Prompt Engineering at Your Fingertips!

wxpath - declarative web crawling with XPath; a Web Query Language (WQL)