Python agents

RadioRAG: Online Retrieval-Augmented Generation for Radiology Question Answering

Trace and debug AI agent behavior locally with a step-by-step visual tool that stores data offline for clear inspection and faster development.

A lightweight observability tool for visualizing and comparing RAG retrieval strategies. Features real-time embedding visualization and side-by-side performance metrics.

AI-driven prompt generation and evaluation system, designed to optimize the use of Language Models (LLMs) in various industries. The project consists of both frontend and backend components, facilitating prompt generation, automatic evaluation data generation, and prompt testing.

A way to apply chatgtp4 to HTB writeups using embeddings.

The AI Resume Rewriter is a powerful tool designed to assist users in optimizing their resumes by providing detailed feedback and rewriting suggestions based on Harvard's professional guidelines. This web-based application, built using Streamlit, allows users to upload their resumes in PDF format and receive actionable feedback on various sections

This project is a Medical ChatBot built using the Llama-2 model and Python, designed to provide accurate medical information. It uses a robust backend for data processing and a user-friendly frontend, leveraging technologies like Langchain, Flask, and Pinecone.

Retrieval-Augmented Generation without Vector-DB

End-to-end system for transcribing clinical audio and predicting relevant ICD-10 codes.

An AI-powered knowledge engine for NASA's space biology research, built for the NASA Space Apps Challenge 2025.

AI agent evaluation framework for multi-participant coordination tasks. Built with LangGraph, custom MCP tools, and LLM-as-a-Judge evaluation. MSc dissertation project (University of Edinburgh, 2025).

Multi-document PDF chatbot built using Retrieval-Augmented Generation (RAG), FAISS vector search, and Groq-powered LLM for fast and accurate document querying.

Zero-dependency Python helpers to normalize LangChain, MCP, Anthropic content blocks, tool results, and multimodal image payloads.

A multi-agent RAG pipeline for enterprise data with MCP integration and human-in-the-loop validation.

Learn Retrieval-Augmented Generation (RAG) from scratch by manually building chunking, embeddings, retrieval, reranking, answerability, local generation, Graph-RAG, and Self-RAG.

평일 오전 9시 뉴스 기사 중 AI 관련 기사만 필터링하여 메시지 전송하는 알림 봇

It is an AI-powered conversational interface that allows users to chat with websites.

Multi-disciplinary Project (2024)

CrewAI MCP SaaS Comparison Agents - A multi-agent system that generates data-driven B2B SaaS comparison articles using real market data, live user sentiment, and SEO intelligence

Open-source AI agent observability. Track cost, latency, tokens, and errors for OpenClaw, Hermes, LangChain, CrewAI, LlamaIndex, OpenAI Agents, AutoGen, and Anthropic Managed Agents. Self-hosted, no cloud required.

Fast, local prompt-injection & jailbreak guardrail for LlamaIndex RAG — blocks attacks before retrieval. Powered by Bastion Prompt Protection (ONNX, ~5 ms, fully offline)

A practical guide to 6 document chunking strategies for RAG and LLM applications — Document, Fixed-Size, Recursive, Sentence, Semantic, and Agentic chunking with working code and plain-English explanations.

Phronesis is a Python framework for designing, composing, and operating AI agent systems - typed, observable, and built for production. Agents have episteme (knowledge) from the LLM; Phronesis gives them phronesis (practical wisdom).

AI-powered multi-agent stock research platform for China markets, featuring real-time analysis, debate-driven decisions, persistent memory, and localized data sources.

Advanced multi-agent orchestrator for coordinating specialized AI agents, workflows, and tool-driven automation across complex tasks.

Cognitive ARC-AGI-3 solver: 6 human-like drives, 9 reasoning modes, multi-agent architecture. Discover then solve.

Run one request through several Claude Code skills in parallel isolated subagents, then merge or judge the best answer.

Flow-state engineering arena — agents run forward simulations, listen for spectral nudges, maintain conservation in Plato's cave. Conservation spectral framework meets live agent rooms.

digital employee that lives in your terminal. It autonomously plans, researches, codes, debugs, browses the web, manages DevOps, and remembers

A self-hosted AI agent that lives on your machine, learns your daily routines, and talks to you via Telegram. Local-first, no cloud, no subscriptions.

Neural net to understand quantum computing

Local-first MCP server for shared memory, reservations, handoffs, and review evidence across AI coding agents.

Reads SEC filings from 140 technology companies, builds a live supply chain knowledge graph, and routes corporate events through 5-agent AI debate before trading

零依赖 Python AI 多 Agent 决策参考系统，把周易时位变抽象成结构化分析流程，无需 API Key 可先试玩。

🥔 Sistema multiagente local em Python com 3 níveis de performance, memória persistente e web RAG — otimizado para hardware fraco (Mac M1 8GB). Usa Ollama para LLMs locais.

BrainRegion is an AI collaboration infrastructure designed for review, consultation, planning, and memory.

Parallel Multi-Agent AI News Analyst built with LangGraph Send API, Groq, and Tavily for real-time intelligent news briefing.

Open-source observability and control plane for AI agent ecosystems

AI-powered documentation autopilot — commit code, docs update themselves. Local-first, any LLM, section-level merging.

Cryptographic identity for AI agents: Ed25519 keypairs, DPoP request signing, delegation chains.

For3s OS - The self-hosted AI second brain that remembers, learns, and works in a team — your data, your server.

Wallstreet Tieling v0.5.0 · free open-source enterprise intelligence portal for public-data due diligence, risk discovery, and information equality

NoWork — open-source desktop AI agent workspace for coding, research, documents, and multi-agent workflows.

Open-source scheduling and cost-governance layer for agent fleets, evolving toward a control plane for monitored agent operations.

🎮 AI 狼人杀多智能体对战系统 — 支持 7-12 人板子、LLM/Human Agent、多维评分、自进化策略系统

自进化软件质量系统 — 扫描器+修复器+DAG管道+经验积累+成本熔断

Tamper-evident memory & decision lineage for AI agents. Cryptographic proof of what your agent knew. Powered by a hybrid Python/Rust (Direct-Silicon) core.

Auditable AI agent for financial analysis — 3-phase audit pipeline with deterministic verdicts, multi-agent equity research, and versioned research memory.

Multi-Agent AI Growth System (多智能体增长系统) for Chinese medical aesthetics (医美) institutions

Multi-agent fraud detection pipeline for the Reply AI Challenge, combining deterministic transaction features, communications analysis, and a LangGraph supervisor to detect suspicious transactions with Langfuse tracing and OpenRouter-powered LLM reasoning.

Persistent graph memory architecture for multi-agent AI systems using Graphiti, FalkorDB, and MCP.

AI-powered multi-agent system for automating clinical trial analysis, evidence synthesis, and dossier generation using local inference with future Amazon Bedrock integration.

Multi-Agent OS for Claude Code — 134 agents, 15 categories, local-first routing, 14 plugins, cost-aware orchestration

Reference architecture for closed-loop AI agents — plan, execute, verify, repair.

🔨 Multi-agent task tracker for OpenClaw. Threads are tasks; @ assigns the next agent. Slack-style three-pane UI, JSONL event log, zero dependencies.

Open coordination protocol for AI agent + human teams. Inspired by agenthub.

TO BE CEO : An AI boardroom that pressure-tests startup ideas through research, debate, scoring, and replanning.成为CEO,把创业想法丢进一家 AI 公司里跑一遍：研究、部门评审、董事会结论和重规划建议。

Command a swarm of LLM-piloted drones in plain language: a Commander agent dispatches tasks to per-drone Claude agents that fly PX4/Gazebo SITL and report back, viewed live in a web Observatory. Self-contained in one Docker container (Gazebo + PX4 + ROS 2).

Self-hosted GraphRAG + multi-agent social-media simulator. Upload a doc → build a knowledge graph → spawn persona-driven agents → generate a report. Ollama & Neo4j instead of Cloud-APIs. DACH-first. Lokaler Multi-Agent-Social-Media-Simulator mit GraphRAG-Pipeline. Dokument hoch, Knowledge-Graph bauen, Personas spawnen, Report raus. Ollama + Neo4j

Enterprise Supply Chain AI Assistant powered by Amazon Bedrock AgentCore & Strands Framework. Features secure VPC isolation, OpenSearch RAG, and automated CDK deployment.

Archived Grawkus NHE 3.0.0 base: Grawkus-branded fork of Agentic Harness Engineering

中文原生 Claude Code 配置平台 — 19 Agent | 按需注入 | 分层可插拔 | 零密钥上手

Multi-agent SRE on-call investigator that auto-triages Slack/Discord infrastructure alerts via AWS Bedrock AgentCore, fanning out to specialized agents (CloudWatch, EKS, Slack/Discord scanners) for parallel investigation.

Local Multi-Agent Orchestration

UNO card game with AI agents trained via PPO reinforcement learning, transformer architecture, and real-time Pygame visualization

AI 职场生存模拟与策略训练系统：卡牌博弈、多 Agent 决策、经营数据分析与执行反馈闭环。

Telegram-first multi-agent OS for Hermes Agent: role bots, topic routing, skills, profiles, safety policies, and installer templates.

AI-powered Indian legal intelligence platform — multi-agent LangGraph system with hybrid RAG, 6-layer memory architecture, and LLM-based intent classification. Helps citizens understand their legal rights.

Codex CEO/PM orchestration plugin for expert threads, memory, reviews, and dynamic task lanes.

Autonomous ML research agent skill (Agent Skills format). Designs experiments, deploys to Modal GPUs, tracks budget, iterates autonomously.

A curated collection of reusable AI skills, prompts, and agent configurations. Portable across AI coding assistants and agent frameworks.

Memory OS AI — Adaptive memory system for AI agents (forked from RoaminS/Memory-os-ai)

DIZI-AI is an open-source local AI orchestration platform for developers who want full control over their AI stack. Create intelligent multi-agent workflows, automate tasks, generate code and images, and monitor every step with transparent execution and profiling. No cloud dependency. Just powerful, customizable AI running on your hardware.

Adam Prism — أول Digital Twin واعٍ عربي. ملكك بالكامل. يفهمك بلغتك. The first Arabic-conscious Digital Twin. Yours to own.

🤖 — a tiny personal AI agent framework. Chat channels (Slack, Telegram, Discord, WhatsApp, …), memory, MCP, and an OpenAI-compatible API in one small Python core.

Production-grade AI agent orchestration — DAG context, self-evaluating pipelines, skill bundles with memory. Inspired by MUSE-AutoSkill, UserHarness ToM, 01 Systems, LeJEPA, Attention Residuals.

🧠 Automated neural network ablation studies using LLM agents and LangGraph. Systematically remove components, test performance, and gain insights into architecture importance through an intelligent multi-agent workflow.

Domain-agnostic MCP server for autonomous experimentation with metric-driven keep/rollback decisions and reproducible experiment history.

Process-supervised RL for a multi-step reasoning agent — DAPO + a learned Process Reward Model (PRM) training a Qwen3-8B Planner. A modern, from-scratch rebuild of the AgentFlow paper (ICLR 2026).

ATLAS AI es un agente de codificación autónomo de código abierto que ayuda a los desarrolladores a escribir código, automatizar flujos de trabajo, interactuar con LLM y crear software directamente desde la terminal.

A2A Agent Board: Publish · Find · Use with itinai.com

Kubernetes workload analyzer that generates actionable HPA/VPA/resource scaling recommendations using Prometheus metrics and kubectl data

How to build a secure harness with sub-agents; Real Pi sub-agents, Cedar authorization on every spawn, tool call, and routing

Voice-Enabled Multi-Agent Shopping Assistant with RAG, web search tools, and an MCP server powering real-time product reasoning and recommendations.

Secure, OS-level AI agents built for developers. LangGraph-native framework with built-in guardrails, budget control, and human-in-the-loop.

Focused Codex/Gemini skills for agentic SDLC: specs, evals, security review, and production readiness.

MCP-Based EV Digital Twin Agent with Dynamic Tool Discovery, Multi-Step Reasoning, Fleet Analytics, and Battery Intelligence.

IntelliForm — Open-source Agentic AI platform for sustainable green chemistry formulations. Natural language → RDKit-powered optimization → ChemRich NJ pilot ready. Contributions warmly welcome from chemists, ML engineers & sustainability builders! 🚀 ChemeNova × ChemRich Global

Multi-agent AI orchestration playground exploring sequential workflows, autonomous execution patterns, and CrewAI-based agent systems.

IO is a clean-room Python rewrite of the pi-mono repo and hermes , organized around the core package boundaries lifted from pi-mono. I couldn't decide on one so why not both.

FLOW AS — Recursive, Persistent Execution Engine with Hermes, Agent Zero, OpenClaw

AI plugins for openEHR - specification authoring, review and governance skills. Claude Code marketplace.

Successfully developed a Travel Planner Assistant powered by LangGraph and MCP, integrating real-time flights, hotels, weather, places, and timezone tools. Features modular MCP servers, OpenAI agent orchestration, and a Streamlit UI for end-to-end trip planning.

🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.

this repo to share scripts to testing different vector search libraries

Use Opencode in Claude through ACP

An AI guardian that remembers, watches, and acts.