Python agents

An end to end implementation of Graph Engineering as proposed by Andrew NG and Peter Steinberger

Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge citation graph, 42 MCP tools. CC0 data, MIT code. Live at mcp.opencaselaw.ch

two alien trained LLMs talking to each other in alien language.

Easy "1-line" calling of all LLMs from OpenAI, MS Azure, AWS Bedrock, GCP Vertex, and Ollama

A supervisor agent for open agent platform

An agent that accelerates scientific research by autonomously analyzing provided datasets,great for generating hypotheses, and validating them through code real quick with a single prompt

A lightweight Python package for managing multi-agent orchestration. Easily define agents with custom instructions, tools, containers, and models, and orchestrate their interactions seamlessly. Perfect for building modular, collaborative AI systems.

MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation

step-by-step guide on creating your very own AI bot using Python, Telegram, and OpenAI GPT models.

My attempt at implementing retreival augmented generation on Ollama and other LLM services using chromadb and langchain while also providing an easy to understand, clean code for others since nobody else does

Analyze your code locally using a GPT LLM.

ChatGPT wrapper in your TTY

Multimodal Instruction Tuning for Llama 3

ChatGPT Telegram bot

Autofill your pull request descriptions with the power of OpenAI

Turn PostgreSQL into your search engine in a Pythonic way.

Event-Driven Autonomous Agents. create alerts in the form of "When X happens, then do Y". In this initial version, we are only supporting email alerts in the form of "When X happens, send me an email report".

Financial Agentic AI redefines financial analysis by integrating cutting-edge AI with real-time web search capabilities. This multi-agent system brings together financial insights and web intelligence to deliver precise, actionable, and up-to-date stock market information, all tailored to your needs.

An advanced distributed knowledge fabric for intelligent document processing, featuring multi-document agents, optimized query handling, and semantic understanding.

[NeurIPS'25] ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding

This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.

🦆 DUCK-E: The Duck That Talks Back - An AI-powered voice assistant that revolutionizes rubber duck debugging by actively engaging in your debugging process. Built with OpenAI Realtime API, FastAPI, and AutoGen framework for intelligent, real-time voice conversations about your code.

A toolkit for developing AI agents, including agent-debugger: Terminal debugger for LangGraph & LangChain agents. Debug LLM agents with state inspection, tool calls, semantic breakpoints, and Python program stepping in one Textual UI.

Dremio MCP server

AI-native application framework and runtime, simply write a YAML file.

LLM router + minimal agent framework in one. Call any LLM API with OpenAI format. Unified billing, tools, retries, fallback, logging. Build agents and AI apps in pure Python. Full control. Zero magic.

Unified interface for interacting with various LLMs hundreds of models, caching, fallback mechanisms, and enhanced reliability.

Open source alternative of ChatGPT-4o, FREE!

Synthetic Role-Play Conversation Dataset Generation

Use this to create your own AI Agent: Includes OpenAI Docs / Cursor Rules / and Persistent Threads.

Test framework for libraries and agents.

A general framework for developing agent-based models in Python.

Effortlessly secure your AI agents and AI-powered workflows — from prototype to production. Get easy-to-use identity, credential, and access management built for fast-moving AI developers.

700+ AI skills for Claude and Cursor — PLG, marketing, security, DevEx, and more. One command to install.

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

An agent fine tuned on the injective trading framework and docs

Zero-code LLM security & observability proxy. Real-time prompt injection detection, PII scanning, and cost control for OpenAI-compatible APIs. Built in Rust.

🧩 Tibo – CLI tool for codebase indexing, embedding and natural language querying.

AI-powered Python library that converts any document (PDF, Word, Excel, PowerPoint, HTML) to clean Markdown while preserving complex tables and layouts using AI-Powered OCR technology.

Kai Fusion Build AI Agents & Workflows, Visually

This project is everything Chat-GPT should be for developers! An advanced AI-driven coding companion tailored for developers. Seamlessly bridging the gap between traditional coding and AI capabilities, we offer real-time chat interactions, on-demand agent functions, and intuitive code management. Feedback welcome!

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

Code and data for the paper: On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents

Semantic memory system with knowledge graph, spreading activation, embedding-based recall, autonomous dream consolidation, and C++ LSTM+kNN pattern learning for any /MCP and the Hermes Agent.

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

Quickly build MCP servers that expose your Django Rest Framework APIs as tools for LLMs and agentic applications to work with

A to-do list that runs your Claude Code agents — capture anywhere, dispatch in parallel, review from your phone.

Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase and Serper, multi-engine search aggregation, structured JSON output, provider fallback, deduplication, and SearXNG alternative architecture for agent workflows.

一个面向架空世界故事创作者的 AI 架空世界与长篇故事引擎。它能从一句设定出发，自动生成层 层嵌套的历史、地理、角色关系与事件网络，并持续写出贴合世界观的剧情。支持 CLI 与可视化界面，可按时间和空间路径扩展世界，让故事像真实宇宙一样不断生长。项目用数字路径管理嵌套的时间、空间、 角色和事件节点，按需生成并补全世界资料，支持本地 Demo、OpenAI/DeepSeek JSON Agent、CLI 和黑白 Web 可视化界面，用于创建可持续展开的故事世界与剧情会话。

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

A toolkit for frontier forecasting.

Multi-agent AI trading system using LLM-powered analyst agents (Buffett, Munger, Burry, etc.) with free data sources (SEC EDGAR + yfinance) and Alpaca integration.

Multi-tier firewall for AI agents — blocks prompt injections, jailbreaks, and scope violations. Local tiers first; LLM judge only when uncertain.

Toolkit for Seamlessly Enabling RL Training on Any Agent with Bedrock AgentCore.

The benchmark tasks and evaluation harness for "PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments".

Informity AI

ConDB: The KV-Cache Native Context Database

A Python runtime for multi-entity AI collaboration — agents, humans, and tools on a shared protocol layer.

Evidence gate for LLM agent claims - verify claims against evidence, tool results, and policies.

Reference implementation and reproducibility artifact for the TOKI paper (PVLDB Vol 20 / VLDB 2027): a bitemporal operator algebra for contradiction resolution in LLM-agent persistent memory.

Team of specialized AI agents that collaborate through a spec-driven development process. Full Stack Developer parent orchestrates dynamically sized pools of specialists: Coding, DevOps, Review, and Solutions Architect agents.

AI personal finance & financial planning engine for Claude Code. Analyze cash flow, debt, investments, retirement & protection across 5 dimensions. FIRE calculator, tax optimization, budget planning, PDF financial plans. 14 skills, 5 agents. Not financial advice.

RHO: Evolving Agents in the Dark — Retrospective Harness Optimization via Self-Preference. Improving LLM agents from unlabeled past trajectories (arXiv:2606.05922).

企业级5-Agent智能会议助手系统 | Pipeline+并行编排 | Python/Java/Go三语言实现 | 面试宝典(八股文+STAR法+简历模板)

Architecture-aware code search, dependency graphs, and impact analysis for Python, TypeScript, Rust, C#, Java, Go, Ruby, Rails, Free Pascal, and Lazarus, for AI coding agents.

All-in-one AI 研究工作台：把 Codex / Claude Code / Cursor 变成有长期记忆的研究系统。wiki 摄入、研究闭环、快速筛选、假设追踪、播客、日报六大能力，零 API key 可跑基座。

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gradio leaderboard region:us

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transformers safetensors llama text-generation dataset:THUDM/AgentInstruct arxiv:2310.12823

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

不死鸟 Phoenix — Hermes Agent 插件：路由分档/风险防线/自愈/存档点提醒/审批策略自适应，官方钩子接入，不改 Hermes 核心代码

gguf chat text-generation en arxiv:2309.16609 license:other

Turn real coding projects into evidence-grounded, just-in-time learning.

You've probably been using Claude irresponsibly. Today, you can turn a new leaf.

An AI-native OS. Models run on your own hardware, nodes federate peer-to-peer with no broker, and the API is OpenAI-compatible. Boots, has its own Wayland compositor, and runs on 8GB. Apache 2.0.

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

📚 A curated & auto-maintained reading list on LLM-based Data Agents — data preparation, NL2SQL, table reasoning, data analysis, data science & AutoML agents, database operations, agent memory, and benchmarks.

35 portable Agent Skills for Codex, Hermes, and Claude, maintained by Rylai with Vietnamese documentation and upstream attribution.

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

ChatGPT Graphical User Interface - a Qt-based graphical user interface application for ChatGPT API

[Corca / ML] Automatically solved Gandalf AI with LLM

Building AI agent with hyperpocket tool in a flash

基于 Mcp 架构的 ChatBI，是一种数据分析智能体的解决方案

根据文本相似度实现问答的聊天机器人（简单版）

Translate text by google, bing, youdaozhiyun, haici, stardict, openai, large language model of local machine, etc at same time from CLI, GUI (GNU/Linux, Android, macOS and Windows), REPL, python, shell and vim.

Autoresearch with PhD-level workflows and modular agent skills. Built for the autonomous AI Scientist.

This repository is the official implementation of Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks.

86 agent-executable skill packs converted from RefoundAI’s Lenny skills (unofficial). Works with Codex + Claude Code.

WeChat chatbot built on LangChain + FastAPI + itchat · 基于 LangChain + FastAPI + itchat 的微信聊天机器人，灵感来自 chatgpt-on-wechat

🦜 🔗 Query and obtain data from Markdown documents with LangChain's RAG system

KnowMyDoc is a GPT3.5 Powered Python-based conversational AI utility that enables you to build a chatbot with your own data sources and web pages. With KnowMyDoc, you can easily create a chatbot that can answer complex questions by utilizing advanced machine learning techniques and natural language processing (NLP) algorithms.

Gym environment for cooperative multi-agent reinforcement learning in heterogeneous robot teams

Nexus - The Agentic Framework created by Talus

OpenAI chatbot for Telegram using GPT-3.

[DEPRECATED] Granola encrypted local cache — use official Granola MCP instead

ElasticSearch agent based on ElasticSearch, LangChain and ChatGPT 4

A langchain agent that retries

PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning