Python agents

四個 Agents 真的會抓 Bug 嗎？ADK × Antigravity × GEAP 打造可驗證的 Debugging War Room（COSCUP 2026 講題參考實作）

M.A.R.A. is a Multi-Agent Research Analyst. A self-correcting multi-agent research system built with LangGraph, Gemma 4, and Streamlit.

A Hamachi server for agents. Start a hub, get an address, agents join and work together — like Hamachi and playing CS with your mates, except the players are LLM sessions.

🌊 Deep Ocean — escape a pursuing shark in a top-down arena (Gymnasium + PPO); one trained brain drives an emergent swarm

Capability-first vertical agent framework with policy, approvals, workflows, tracing, evals, and an interactive visual lab.

Buddy is an AI-native platform where people collaborate with AI Agents for work, socializing and companionship.🔥

Open-source AI-powered customer support ticket routing system for classification, sentiment analysis, priority scoring, and agent assignment.

Autonomous research org shipping measured, reproducible results on AI agent memory & reasoning — a public replication ledger (the Crucible), the RAMR benchmark, and mnemo, a zero-dependency memory core. Every claim ships with runnable code that could prove it wrong.

AI-powered education infrastructure platform for assessment, grading, OCR, analytics, and learning intelligence.

An Agentic Curriculum Lifecycle Management System.

Onibex ASK - a deterministic Text-to-SQL agent and its YAML specification for AI-ready SAP data products. Semantic layer (Bronze/Silver/Gold) + platform (Chat, Studio, Setup SPAs). Source-available; commercial license available.

QBugLM: An Agentic Benchmarking Framework for LLM-based Quantum Software Debugging

3d ai assistant based on Ollama

Autonomous pentesting runtime with explicit tool contracts and auditable evidence.

Pattern recognition ability for AI agents — local structural lattice that matches, links, distills, and learns from experience. Companion for Hermes Agent.

Household travel decision simulation via persona-enriched multi-agent negotiation (PEMAND)

DrawingIQ - turns an archive of engineering drawings into a knowledge base you can ask questions, with an agent that cites every drawing behind its answer.

Documenting my AI/ML journey from scratch — Python, Data Analysis, Visualization, Machine Learning, and beyond.

Graduate Agent is an open-source AI assistant that helps students discover research opportunities, personalize application materials, and manage the entire graduate admissions pipeline from search to submission

martins-algorithm crypto asset recovery and opportunity detection engine

Autonomous multi-agent IDE built on Cloud.ru Evolution that generates, executes, debugs, and self-maintains automated tests.

🧠 Colorful customizable AI chat for terminal hackers: threaded chats, custom 'markdown'& colors, emojis, ASCII art/Unicode dividers, and syntax-highlighted code, Perplexity.AI clickable citations, no-thread mode, custom prompts(command only, concise), and raw output for use as an agentic tool — paste mode & 40+ Pygments code themes

MCP server for fetching web URLs with token estimation, caching, and intelligent routing. Built for AI agents.

A local AI firewall for developers — redacts secrets and PII from your prompts before they reach OpenAI, Anthropic, or any LLM. No CA, no system proxy, no admin.

A small, self-hosted MCP server that gives Claude read/write access to your Google Sheets

We did it even with only 8 hours deadline.

minorAgent —— 轻量、清晰的 Agent 框架。内置丰富工具与多 Agent 协作，强可扩展性，适合 Agent 入门学习与二次开发。期待与社区共建。

融合 RAG、实时位置天气和可视化执行摘要的扫地机器人智能客服 Agent。

Graph engineering protocol for Claude Code and Codex teams: spec freeze, durable roles, isolated workers, independent review, and evidence-backed delivery.

Codex agent orchestration skill with adaptive thread thinking, callbacks, QA/review gates, fenced automations, project autopilot, and optional agy/Gemini review.

Multi-agent AI platform that automates healthcare prior-authorization decisions. RAG-grounded, harness-engineered, observability-first.

Multi-agent AI music discovery assistant that turns natural-language mood prompts into ranked Spotify recommendations and one-click playlist creation.

🥇 Ready-to-Run AI agents for start-ups — AI-native from day 0.

Production-ready CLI AI agent framework with multi-tool orchestration, streaming, sub-agents, MCP integration, lifecycle hooks, configurable safety policies, and a Rich terminal UI.

Production style autonomous agent framework in Python + React that plans multistep tasks, persists state with SQLite, and recovers from failures using exponential backoff retry logic. Includes real time monitoring dashboard, deterministic recovery demo, and API for task orchestration.

Agentic AI Agents - LangChain Agentic Pipeline with Streaming API

Core Agentic AI implementation using the OpenAI Agent SDK in Python. This repository demonstrates how to build intelligent, tool-using AI agents

Linux of AI is a free, open-source ecosystem for building portable, governed, measurable, and replaceable AI infrastructure. It connects tools for agent orchestration, private deployment, model switching, policy, ontology, audit logs, and AI cost measurement to help reduce vendor lock-in.

AI Git commit message generator with Streamlit, DeepSeek, and multi-style LLM support

Local-first mission control for your AI agent workforce — run CLI agents like employees (SquadCue)

MCP server for Yandex Wiki: full-text search, pages, comments, attachments and dynamic tables. 33 typed tools, server-side read-only mode, Docker-ready.

peft safetensors gguf agents agents-a1 cybersecurity

transformers safetensors qwen3 text-generation agent-safety tool-use

llama.cpp safetensors qwen35_moe MoE Qwen CobrIX-1.0-Coder-Flash

铁锈战争单机 LLM 指挥链：javaagent 实时取数 + Python 分层多 agent 决策（纯单机研究项目，严禁用于多人对战）

Autonomous LLM build orchestrator: plans a goal into tasks, edits code with anchored SEARCH/REPLACE, and verifies every change through build/test/lint/typecheck gates before reporting done. Runs as a CLI or MCP server.

Loadable skill and scaffold for building source-grounded agent harnesses

Open-source music-business contract agent built on Meta's Muse Glimmer 30B. Extracts deal terms, flags red-flag clauses, reads scanned PDFs.

gradio region:us

transformers gguf code codeqwen chat qwen

Claude Code skills for LibreChat administration and configuration

Agentic AI system for real-time business decision making using RAG, APIs, and LLM reasoning

Automate social media tasks using AI agents that coordinate workflows for efficient content management and scheduling.

Know what's real. An open engine for messy data. Find the entities, resolve who or what they are, and decide which records are the same thing.

AI-powered Windows desktop assistant with voice mode, Electron UI, local memory indexing, and system automation.

transformers safetensors qwen3_moe text-generation quantized w8a8

gguf llama-cpp ministral openzero agent-zero local-ai

AI assistant that answers Instagram DMs in your own voice, qualifies leads, and quotes from your rate card. Built on the Instagram Messaging API and Claude.

Static system dashboard for a Hermes Agent installation: host status, security, model routing, honest cost, memory, cron economics and a capability map — built by cron from the agent's own telemetry. Stdlib-only Python, EN/RU.

Agent-first protocols for LLM memory, active workspace, skill lifecycle, councils, and stewardship—with explicit maturity, evidence, and conformance.

PSA is a multi-classifier behavioral analysis engine for LLM responses. It classifies every sentence into behavioral postures, then derives metrics from the posture sequences to detect adversarial stress, sycophancy, hallucination risk, persuasion techniques, and input pressure — in real time.

A self-hosted RAG assistant using local LLM that combines document Q&A with citations and natural language to SQL database access - running entirely on local infrastructure

An interactive chatbot built with LangChain, featuring memory support to keep track of conversations and provide context-aware responses.

This is a basic RAG chatbot and report generator made using LangChain, Streamlit, FAISS, Cohere's embed-english-v3.0 and Cohere's command-r

RAPTOR introduces a novel approach to retrieval-augmented language models by constructing a recursive tree structure from documents. This allows for more efficient and context-aware information retrieval across large texts, addressing common limitations in traditional language models.

AI 기반으로 스크립트부터 더빙, 이미지 생성까지 all in one 영상 제작 서비스

API for reviewing resumes via gen ai

RAG Chatbot deployed to GCP with gpt-3.5 and Mistral-7B language models and gte-base-en-v1.5 with FAISS for vector search.

This project is a simple Table Talk RPG (TRPG) game master (GM) agent built using LangChain and LangGraph. Users can experience a “light TRPG” in which they interact with an AI (GM) on the console to advance the story.

smart-contract-reviewer is an open-source LegalTech tool that automatically checks the compliance of permanent employment contracts with Moroccan Labor Law. Leveraging Generative AI and RAG frameworks like Gemini and LangChain, it detects potential legal issues, suggests corrections, and ensures that contract clauses adhere to local regulations.

An LLM-powered repository agent for wiki-style documentation and deep codebase understanding

Este repositório contém implementações de agentes e ferramentas utilizando a biblioteca LangChain. Ele abrange o uso de Native Tools como PythonREPL, DuckDuckGoSearchRun e WikipediaQueryRun, além de agentes em Python e React. Também explora a integração com bancos de dados SQL usando o SQLDatabaseToolkit.

A simple yet powerful local AI Agent assistant that runs entirely on your machine. Option for remote LLM. Built for learning and deploy, Little MCP combines the power of open-source LLMs with advanced RAG that work with your personal documents. Included tools: real time weather, local documents RAG, local SQL database. Easy deploy your own agent.

📚 Summarize your study notes quickly and create quiz questions for effective revision with this AI-powered web app.

Run your own agent org: talk to an orchestrator, it hires & supervises worker agents you can watch and steer. Self-hosted; pluggable surfaces (Telegram, Web, VS Code) and agent backends (Claude Code, Codex).

Local-first AI Workforce Operating System that coordinates executive leadership (AI CEO/CTO) and specialized AI agents to autonomously plan, code, debug, and test software. Features Task DAG decomposition, 3-layer intelligent routing, and persistent Obsidian organizational memory for cross-project learning.

问镜（Agentic Interviewer）：基于 LangGraph 的可追责 AI 模拟面试与复盘训练系统，实践评分合同、上下文治理、Trace 回放与产品控制面

an AI-assisted podcast generator: a FastAPI backend drives Python series workflows (LLM script + local Kokoro TTS + optional Tavily search and ACE Music)

Copy-ready AI workflow packs for Codex, Claude Code, Gemini, and GitHub Copilot.

Multi-Agent Generative AI system to automate CA workflows — Tax, GST, Audit, Compliance & Financial Advisory for Indian MSMEs. Built with LangGraph, LangChain, FastAPI, RAG, and GPT-4o.

The natural-language command layer for an AI workforce — direct governed AI agents to deploy cloud infra, train ML, and run research, all under human policy & approval. Agentic command-and-control.

Private, self-hosted coordination control plane for coding agents

A Agentic AI-Powered Newsletter Generation System Built for the Portia AI Hackathon

WhatsApp-first accounts-receivable agent for invoice reminders, payment events, and human-reviewed collection workflows.

A capability lockfile for local models. Catch silent tool-calling regressions in CI (deterministic, no LLM judge).

Three hooks that fix Claude Code's attention drift. Cited research, one-line install.

Yana AI 🐰 One runtime. Any AI. Human-governed. A local-first, cross-platform system for running, connecting, orchestrating, and governing AI — with deterministic control over what it can access, change, and execute. Your AI can act. But who decides how far it can go?

Official implementation of SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models.

Do LLMs Know What to Ask and When? Evaluating Multi-Turn Information Seeking

A modernized fork of Stable Diffusion WebUI Forge — Gradio 6, Python 3.12, transformers 5, self-bootstrapping single-script deploy.

transformers gguf text-generation zh arxiv:2311.17487 license:apache-2.0

gguf GGUF qwen3 qwen quantized cerebellum

A highly compatible proxy bridge with translation for API requests to multiple backend providers (OpenAI-Oauth, RunPod, Ollama,,etc.). Configure endpoints through a web admin UI and map virtual model names to actual backend models. Create API keys to share and monitor usage and costs by tools / teams. Opencode/Claude to queue servers too.

gguf llama.cpp rocm gfx1151 strix-halo amd

mlx safetensors qwen3_5_moe text-generation conversational base_model:Kwaipilot/KAT-Coder-V2.5-Dev

docker building-mcp-track-consumer building-mcp-track-creative agents mcp medium scraping audio

docker openenv reinforcement-learning rl-environment region:us

static region:us

docker region:us