Python agents

A sophisticated Retrieval-Augmented Generation (RAG) system that combines advanced document processing with intelligent retrieval mechanisms to deliver accurate, context-aware responses from multimodal data sources.

Code for Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records

scraping and querying documents for LLMs

Open Web Researcher: is a cutting-edge, AI-powered alternative to tools like SearchGPT and Perplexity. It simplifies web research by refining queries, extracting key information, summarizing complex topics, and generating well-structured reports—all delivered in a convenient Markdown format.

Claude Code plugin marketplace with 18 commands, 24 agents, and 33 coding rules

The control plane for AI agents. Track, secure, and optimize every agent run.

Telephony Server is a powerful bridge that connects telephony providers (Twilio, Vonage, Plivo, etc.) with real-time communication platforms (LiveKit, Jay.so, Pipecat, etc.). It enables seamless call routing, robust metrics collection, and observability features for enhanced telephony operations.

In this project I have built a news AI agent using CrewAI And Google Gemini Pro LLM models to generate news articles using the Google Gemini 1.5 Flash LLM model and the serper api.

Plug-and-play terminal security layer for LLM agents. Drop-in gatekeeper that prevents dangerous shell commands. Works with OpenAI, Claude, Gemini & more.

Agent-based Reasoning, Governance, and Orchestration

Chat interface for OpenBB based on a instruct finetuning of a LLM, similar to ChatGPT.

A local LLM chatbot using Code Llama

A python knowledge-based chatbot application built with Tkinter

Python implementation of Joseph Weizenbaum's ELIZA (1966).

This project aims to build a product recommendation system for e-commerce customers using OpenAI LLM.

Local traffic control for multiple Codex chats on your Mac: missions, lanes, approval packets, and optional Telegram remote.

持续更新中

能自己部署的微信机器人，使用免费的大模型API

Official implementation for the LABOR (LAnguage-model-based Bimanual ORchestration) Agent.

Haive AI Agent Framework — production-ready monorepo with 53+ agents, RAG, memory, KG, and games

Python agent framework with AgentHarness: planner → generator ⇄ evaluator loops for long-running tasks—plus sessions, tool/safety policies, and Claude, GPT, or Gemini.

emotional AI Companions for personal relationships

Protocol-only AI agent framework — bring your own everything

Emotional First Aid Raw Dataset, 心理咨询问答原始语料库

A RAG demo using LangChain that allows you to chat with your uploaded PDF documents

GigaChat API совместимый с OpenAI

This tool helps new security professionals actively learn how to address security concerns associated with open ports on a network device by scanning the device using Nmap and then leveraging the OpenAI API to provide insight on the specific security considerations that should be made for each open port.

📃 A contracts clause summarization system using LLM and vector database

AI-powered Python CLI tool that automates the entire software development lifecycle using the Claude Code SDK. From specification to deployment, Claude Code Builder

A step by step implementation of building an AI agent that plays 3d shooting game

OpenCLAW SEED — Autonomous self-evolving research agent with LoRA fine-tuning. Part of P2PCLAW ecosystem. Trains itself on research papers, improves over time. Apache 2.0.

Voice Assistant using Google's Gemini API Key

Building an advanced Agentic eCommerce WhatsApp bot

A command-line interface wrapper for Faster Whisper

A PMC ID in. Clean, loss-aware article JSON out. Parse PubMed Central and JATS XML for biomedical AI, RAG, search, and literature pipelines.

Multi-Agent Reasoning Systems

AI-Powered Development Framework for Claude Code — 70+ commands, 25 agents, 381 skills, quality gates

A desktop client with MCP support for Mistral LLMs

Whitebox & Blackbox red-teaming framework for LLMs & Agentic AI apps. It analyzes your app's source code to discover tools, roles, and guardrails, then generates new attacks chains across several categories and adapts over multiple multi turn rounds to find vulnerabilities

Real-time AI safety guardrails for LLM apps. 10 scanners: prompt injection, PII, harmful content, code vulnerabilities, obfuscation detection. Sub-ms latency. Python + TypeScript SDKs. MCP proxy. Claude Code hooks.

Yutori MCP

Free, open-source AI agent for browser & desktop automation. Plain English commands, workflow recording, BYOK. No telemetry, no cloud servers needed.

⚕️ the world's first unified, lifecycle-centric regulatory framework specifically designed for autonomous AI agents in medical environments (270+ requirements, 3 risk categories).

Generates executable Proof-of-Concept for any bug in any project. AI agents discover and reproduce vulnerabilities — verified, not hallucinated.

VulnAgent is an experimental AI-assisted cybersecurity agent framework that orchestrates modular agents using LLMs and domain-specific tools, communicating over XMPP.

RAG Multi Agents

Self-consolidating semantic memory for AI agents with Pydantic schemas, intelligent deduplication, and FAISS vector search.

Persistent cognitive memory for AI agents — drop-in MCP server for Claude Code, Cursor, Windsurf. Temporal decay, contradiction detection, knowledge graph, autonomous consolidation. Backed by the YantrikDB Rust engine. Install: pip install yantrikdb-mcp.

Bitrix24 AI Agent skill: webhook/OAuth, events, retries, safety guardrails, and ops patterns

输入主题，自动搜索素材、生成微信公众号/小红书/知乎文章并配图。基于 LangGraph + LangChain，支持任意模型。

🚀 Production-ready AI agents framework. Fork → Deploy → Ship in minutes. Multi-agent patterns, FastAPI backend, observability with Opik. Built with Google ADK or Langgraph. MIT License.

这是一个面向家庭场景的离线监控视频分析系统。项目以 NAS/目录中的摄像头录像为输入，自动完成视频扫描、会话合并、AI 事件识别、家庭日报生成，并提供 Web 管理后台、自然语言问答、Webhook 与 MCP 对外能力。

Precision Medicine MCP Platform: A set of bioinformatics servers + tools - production multiomics/genomics + spatial transcriptomics. Examples for ovarian cancer, breast cancer and preventative cardiovascular conditions

Say 'dreamier' and your ComfyUI workflow shifts — instantly, reversibly. An AI co-pilot for VFX artists: zero-LLM recipes (dreamier/sharper/faster), 133 MCP tools, EXR-aware vision, workflow.lock provenance, full undo, native sidebar, 5 swappable brains (Claude, GPT, Gemini, Ollama, Nemotron).

Agent-driven molecular optimization over chemical space, using Rowan for property scoring and RDKit for constraint-aware candidate design.

Automated AI news digest generator with Claude/DeepSeek, RSS feeds, HTML emails, and multilingual support

A productive AI coworker that learns, self-improves, and ships work.

The most complete Mailchimp Marketing API MCP server: 227 tools across campaigns, audiences, reports, segments, automations and full e-commerce, with multi-account support and runtime-security guardrails (read-only, dry-run, audit, per-tool risk metadata).

AI-powered music production in REAPER via the Model Context Protocol — 163 tools for composition, MIDI, FX, mixing, and mastering.

Content studio skill pack for coding agents — blog, social, slides, video, infographics — all brand-aware with built-in anti-slop. Works with Claude Code, Codex, and AGENTS.md.

Production-quality Retrieval-Augmented Generation with multi-strategy retrieval and comprehensive evaluation framework.

MCP server for Software Defined Radio — control RTL-SDR & HackRF from Claude/LLM. ADS-B aircraft tracking, AIS ship tracking, POCSAG pager decoding, Meteor-M satellite imaging, ISM band scanning, spectrum analysis, and more.

🎵 专属你的私人数字调音师|AI 音乐搜索推荐 Agent | 基于大模型 + 知识图谱 + 双模型声学向量的本地智能音乐推荐系统 | LLM-powered Music Recommendation Agent with Hybrid RAG, Neo4j, and Long-term Memory

🤖 一个部署在B站的AI角色系统 — 自动回复评论、刷视频、发动态，有记忆会成长。只需填好人设和api就能用。

Move Claude Code projects without losing session history — CLI tool to update all path references after renaming or relocating a project directory

A nano, minimalistic, and lightweight library for building ReACT-based AI agents that use tools to solve tasks.

Local-first, extensible AI agent workspace — FastAPI + Next.js + LangGraph, with skills, MCP tools, artifacts, long-term memory, sub-agents, and multi-provider (DeepSeek/OpenAI/Anthropic) reasoning streaming.

A local-LLM privacy layer for anything you paste into a cloud model — detect, tokenize, restore. Zero deps, reversible, strong on Chinese.

Declare the outcome, skip the logic. The developer-first infrastructure engine for structured, multi-turn AI conversations with built-in safety, async follow-ups, and native compliance

Automate your job search — find listings, score fit, tailor your resume, and draft cover letters with AI.

High-performance Rust accelerators for LangGraph applications. Drop-in components that provide up to 700x speedups for checkpoint operations and 10-50x speedups for state management.

Spec-first rails for agent-assisted repository workflows.

An AI-driven multi-agent trading platform for options trading and stock trends analysis. This project leverages advanced machine learning, real-time market data, and a modular multi-agent framework.

Multi-Agent AI Investment Analysis Engine

Git-native context layer for AI coding agents. Your team's real engineering decisions — patterns, pitfalls, conventions — live as reviewed markdown files in your repo; agents consult them before writing code and record what they learn. Files-first, no server required; MCP as an optional serving layer.

庖丁 — dissect any AI skill into an anatomy handbook: why it works, how it's built, what's worth stealing. 把 skill 解成一本解剖手册的 Claude Code skill

Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop (HITL) library for production LLM agents: Slack, email, and web dashboard. Typed Pydantic and Zod responses. Durable Temporal and LangGraph adapters. AI verifier. Audit trail. Self-hosted, Apache 2.0. Python and TypeScript.

Turnkey, self-hostable multi-agent AI platform on Azure - PaperClip orchestration + Hermes runtime + Honcho memory + OpenAI-compatible model router, deployed via Terraform to Container Apps.

Turn Codex CLI session logs into browsable HTML transcripts

End-to-end agentic quantum-ML pipeline: PennyLane GPU quantum-kernel anomaly detection + LangGraph multi-agent system + locally-hosted Qwen3-14B, benchmarked across network-intrusion, LHC physics, and fraud.

Self-hosted, browser-based AI dungeon RPG, fully local on an AMD Strix Halo APU: narrator + per-character agents on one local LLM (Gemma 4 26B MoE via llama.cpp/Vulkan), local images (FLUX.2 klein/ComfyUI), expressive voice (Maya1 TTS). FastAPI brain, SQLite, vanilla JS, docker-compose with guided setup (CLI wizard or double-click HTML).

自然语言驱动的自动化 SQL 对账系统 — 基于 HelloAgents 多 Agent 框架 · ReAct 推理 · NL2SQL

归位 · 本地 AI 文件自动整理服务:丢进收件夹→大模型读内容→改名/归类/建可撤销索引(文档图片走 OpenAI 兼容, 音视频走 Gemini)。A local AI service that watches an inbox folder and reads/renames/classifies/indexes every file you drop in.

A comprehensive guide and resource collection for building sophisticated agentic AI systems with LangGraph.

The complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

Flash-P: Turning decades of biology into accurate causal networks with AI agents

Build the memory your agent actually needs — automatically.

Give your agent a real phone number and an email inbox — in minutes, not days.

Multi-market stock analysis, screening & backtesting plugin for AI agents — 39 tools + 20 strategy skills across A/HK/US/JP/KR/TW markets, works with Pi Agent, Hermes, OpenClaw & Deepseek Harness

Multi-Agent AI System that generates, produces & publishes TikTok Shop Affiliate videos — fully automated. 7 AI Agents powered by LangGraph, Kling AI, ElevenLabs & MCP Protocol. Beauty & Personal Care niche, 100 videos/month, ~0/mo.

gradio smolagents agent smolagent tool agent-course region:us

docker region:us

gradio region:us

transformers safetensors gguf qwen2 text-generation code

transformers safetensors llama text-generation facebook meta

transformers safetensors llama text-generation facebook meta

transformers safetensors qwen2 text-generation code codeqwen

transformers safetensors qwen2 text-generation code codeqwen

streamlit region:us

transformers safetensors gemma4_unified_assistant text-generation any-to-any arxiv:2607.02770