Python agents

AI-powered email management agent with TUI dashboard, CLI commands, and multi-agent categorization system. Supports Gmail integration, rule-based processing, and Docker deployment.

General RAG framework specialized for scientific and academic applications.

Open Source AI Agent Marketplace | AI Agent Directory for Exploration with searchable index for search engine and user discovery

Agent skills that give AI agents live web data — search, scrape, and extract structured data with Extraction Templates and Web Search Agents, plus one-command business intelligence workflows. Plugin and MCP server for Claude Code, Cursor, Codex, and Grok.

AI Lawyer is an intelligent reasoning legal assistant powered by DeepSeek , Ollama RAG and LangChain, designed to streamline legal research and document analysis. By leveraging retrieval-augmented generation (RAG), it provides precise legal insights, and contract summarization. With an intuitive Streamlit-based UI, analyze legal documents.

An autonomous agent that acts as a DEF CON-level Certified Ethical Hacker, using tools such as Nuclei, sqlmap, ffuf, Burp, ZAP, and the Social Engineering Toolkit (SET), (labs, CTFs, HackTheBox, TryHackMe, and bug bounties with a written scope).

Build a simple RAG chatbot with LangChain and Streamlit

Claude Code statusline plugin for 5-hour/7-day quota, context usage, tokens, and reset countdowns in your terminal.

OpenFR：Multi-Agents for financial research

This repository provides an OpenAI Gym-compatible environment for production scheduling tasks, designed to benchmark reinforcement learning agents in job shop and flow shop settings.

Red Team AI Benchmark: Evaluating Uncensored LLMs for Offensive Security

A trading AI agent based on Perplexity, QuantiQ and OpenAI models.

A LLMs Multi-Agents framework for VisualNovel

观澜 / Guanlan：AI Agent 的中文互联网研究、阅读与信源路由工具。

A targeted resource for mastering LangChain, featuring practice problems, code examples, and interview-focused concepts for building AI applications with Python. Covers chaining LLMs, memory management, and tool integration for technical interview success.

Money Atlas Skill.md (Claude Skill) For AI Agent A Genesis Protocol-powered intelligence system for financial markets, macroeconomics, and geopolitics. Core Systems - Genesis Protocol (First Principle + System Thinking) - SMC Layer Engine (Quant price structure)

Obsidian AI is an open-source platform that gives you a full visual interface for building, managing, and running AI agents — no SDKs, no boilerplate, no glue code required.

Git-Native Coding Agent for Mac

DeepBlue Brain：一个面向 RAG 全链路教学与理解的白盒化交互平台，支持各类文档上传、混合检索、实时检索日志流、提示词原文溯源与流式问答。

Agent-as-a-Judge grading framework for evaluating AI outputs/deliverables

Sistema RAG con 6 arquitecturas implementadas como microservicios independientes en FastAPI + Docker: Naïve RAG, Advanced RAG, Modular RAG, GraphRAG, Agentic RAG y Hybrid RAG. Cada una incluye embeddings locales con sentence-transformers y se conecta a cualquier LLM vía API compatible OpenAI. Ideal para aprender, comparar y prototipar patrones RAG.

Cross-platform desktop widget + CLI for real-time Claude Code (and opt-in OpenAI Codex) usage — session/weekly limits, cost, forecasts, burn alerts, 11 themes. One pip install (Linux/macOS/Windows).

gradio region:us

transformers gguf text-generation dataset:Fortytwo-Network/Strandset-Rust-v1 arxiv:2510.24801 arxiv:2409.08386

transformers gguf llama llama-2 text-generation code

Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with query-dependant TTL that no API offers.

Agent orchestration framework with Git-backed storage. Every turn is a Git commit - inspectable, rewindable, forkable.

GTM agent skills for Claude Code, Codex, and GitHub Copilot: sales, marketing, SEO, RevOps, and customer research playbooks with templates.

An end-to-end encrypted channel between coding agents, anywhere

Assessment-driven, local-first learning agent built on an observable Agent Runtime and eval harness—grounded ingestion, trace replay, HITL assessment, durable memory, and reviewable voice input.

Generate images from local Grok, Antigravity, Cursor, or Codex logins, with official API keys as fallback.

A general agent harness for long term autonomous work, continual learning, and self-improvement.

A collection of OpenClaw Agent Skills — search, analysis, content extraction, and more.

LariskaBot - telegram-bot (Python, aiogram)

API container for Local AI Pilot extension

Extensible ChatOps Framework to enable other chatbots and the Nautobot chat command.

Build multi-model chatbots and agents from intent.

Open-source observability for your LLM application.

Python implementation of "Flocking for multi-agent dynamic systems: Algorithms and theory" by Olfati-Saber for multi-agent triangular formation.

A simple ChatGPT clone in Django using the new gpt-3.5-turbo model

An intellligent AI assistant that can do anything!

Your AI Powered Enterprise Knowledge Partner. Designed to be used at scale from ingesting large amounts of documents formats such as pdfs, docx, xlsx, png, jpgs, tiff, mp3, mp4, jpeg. Integrates with s3, Windows Shares, Google Drive and more.

🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models"

GraTAG — Production AI Search via Graph-Based Query Decomposition and Triplet-Aligned Generation with Rich Multimodal Representations

NanoCoder Pro — Autonomous Coding Agent with Master-SubAgent Architecture

A leader-follower formation control using deep reinforcement learning environment, In which every agent can learn to follow the leader agent by keeping track of a certain distance to that leader, avoiding obstacles, and avoiding collision with the other agents.

Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'

An Agent-based Social-ecological System python framework for coupling human-nature researches.

Shell copilot - sh shell AI copilot

ChatBot, show how to implement a RAG based on OceanBase or OceanBase seekdb AI capabilities escpecailly hybrid search and AI embedding.

A MCP (Model Context Protocol) server that provides get, send Gmails without local credential or token setup.

🧪🤖 Pytest plugin for OpenAI requests

LLM using long-term memory through vector database

Autonomous driving episode generation for the Carla simulator in a gym environment. This framework makes it easy to create driving scenarios to train/test the agent.

[ICLR 2026] M2-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining

An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile edge computing

A sophisticated RAG (Retrieval-Augmented Generation) Telegram bot that transforms articles and documents into interactive knowledge bases. Upload PDFs/URLs and get AI-powered answers with source citations.

A production-grade multi-agent system for comprehensive medical diagnosis and coding using specialized AI agents.

Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model

LLM-driven Linux operations assistant CLI with mandatory HITL safety, policy engine, runbooks, SSH guards, and audit trails.

Enhanced and elegant flexible peak/loop/domain -calling and analysis tool for 1D/3D genomic data.

AgentPro is a lightweight library for developing ReAct-style agents with tools, knowledge base, memory and reasoning.

AI Coach Powered by Cole's Content (RAG AI Agent)

A 5-layer asynchronous AI agent framework with Docker-in-Docker sandboxing and hybrid memory.

LAMARL: LLM-Aided Multi-Agent Reinforcement Learning for Cooperative Policy Generation

Official Code for "Continuous Locomotive Crowd Behavior Generation (CVPR 2025)"

CryptoAgent is a professional, enterprise-grade solution designed to fetch, analyze, and summarize real-time cryptocurrency data.

Official Implementation of AAAI 2025 paper "MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents"

PARL (Parallel-Agent Reinforcement Learning) is a training paradigm that teaches models to decompose complex tasks into parallel subtasks and coordinate multiple agents simultaneously.

A comprehensive benchmarking framework for evaluating and optimizing CPU-centric agentic AI systems across multiple workloads, reproducing results from the research paper: "A CPU-Centric Perspective on Agentic AI"

This Chatbot helps farmers make informed decisions by leveraging the power of LLM Model from OpenAI.

This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can improve information retrieval and question answering compared to baseline approaches.

A collection of examples demonstrating how to build AI agents that integrate with the Xero API using various agentic frameworks and the Xero MCP (Model Context Protocol) Server.

Local LLM-maintained personal wiki, built on Karpathy's LLM-Wiki pattern. Runs on Ollama + Qwen3 + QMD.

Unlock the power of LangGraph v0.5.3 with 20 bite‑sized, beginner‑friendly agent projects—from chatbots and finance bots to multi-agent orchestrations. Developed by HERE AND NOW AI, this hands‑on tutorial delivers up‑to‑date Python code, practical business value, and scalable workflows built for today and beyond.

Airtap skill for agents like codex, claude, openclaw

【ICML2026 Spotlight】 T2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

Clyro is a governance platform for AI agents. While most tools let you watch agents fail, Clyro stops failures before they happen, catching infinite loops, runaway costs, and policy violations in real time.

An AI coding harness that shaped itself - repo awareness, surgical edits, validation, recovery, and safe diff approvals.

Python CLI tool to run queries against sqltatabases and convert the results to json, csv, excel in the command line or python program. Easy to use for Humans, automations, LLMS/Agents

Elevate your AI assistants (like Claude & Cursor) into autonomous cybersecurity experts. Pentester-MCP integrates 200+ pentesting tools via the Model Context Protocol (MCP) using a secure Docker sandbox.

"hamroh" is a AI agent harness framework for running your own persistent AI companion on Telegram — one you fully own, control, can extend, one that learns from you. Agent template: https://github.com/Rustam-Z/hamroh-custom-agent

Benchmark for evaluating LLM agents on smart-contract vulnerability discovery and exploitation

Ready-to-use AI agent skills for e-commerce intelligence. Product research, keyword optimization, competitor analysis, pricing monitoring, patent risk assessment, market trends, and platform-specific tools for Amazon, TikTok Shop, Shopify, Temu and more.

transformers safetensors mistral text-generation gpt llm

safetensors gguf qwen3 function-calling tool-calling codex

基于 KouriChat 的 Dify 集成情感陪伴机器人，支持微信，增强 AI 交互。

获取gpt-Codex-Agent-Identity 用shub2api反代无需手机接码

Profanity-triggered self-audit protocol for coding agents (Claude Code, Codex CLI, Kimi CLI, OpenCode). Python stdlib only.

两个配套的 Agent Skill：一个搭 harness，一个给 harness 体检。标准 SKILL.md 格式，Claude Code / Codex / Cursor / OpenClaw 通用，脚本也能直接当 CLI 跑。五层框架 + 可视化报告，破坏性动作一律先出方案等你点头。零依赖。

Open-source research prototype implementing an Agentic AI framework for real-time financial fraud detection, investigation, explainable risk assessment, and human-governed mitigation.

Enterprise-grade graph-powered code intelligence engine. Deep structural awareness for Laravel, PHP, Python, and JS. Powers AI agents with high-fidelity architectural context via MCP & Neo4j.

This is retrieval based Chatbot based on FAQs found at a banking website.

Implementing some features of Manus with MCP

Minimalist AutoGPT capable of updating it's own source

An Extensible Agentic Markup Language

[ICLR 2022] Official implementation of paper: Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization