Python agents

AI-powered file translator using Anthropic's Claude model. Supports JSON, XML, XLIFF, TXT, and Markdown.

The definitive guide to configuring Claude Code for maximum performance. 190+ skills, 33 agents, battle-tested templates, and a one-prompt setup.

Persistent identity and memory across AI tools - mcp-native, local-first, framework-agnostic, production-ready.

Chainlit-based LLM web chat

A simple RAG implementation of the Mistral 7B Instruct model on a fully open-source stack.

一个基于RAG架构和LLM能力开发的AI搜索工具，专为检索GitHub用户Star项目中与查询相关的内容，并提供简洁的项目信息。

[WORK IN PROGRESS] Complete vector search stack • Document processing pipeline • Semantic chunking • Embedding generation • Advanced retrieval strategies • Production-ready microservice

Simple AI agent RAG chatbot based on Python, Ollama, Langchain, Gradio. Included tools: real time weather, calculate, local documents RAG, local SQL database .

Dune themed RAG based LLM ChatBot | Using Ollama, DeepSeek, Neo4J and LangChain

Multi-source RAG assistant — chat with PDFs, research YouTube channels, explore GitHub repos, discuss research papers. LangChain + Chroma db + PIneCone + HuggingFace. Live on HuggingFace Spaces.

A RAG system for spotify

LLM-based Listwise Reranker for Retrieval-Augmented Generation (RAG) over GitHub code repositories. Includes advanced retrieval, reranking, summarization, and evaluation with Recall@K.

Google A2A Protocol integrated with MCP Design Pattern

A 100% local semantic code search tool featuring hybrid search (vector + BM25), AST-aware chunking, and native MCP integration for AI coding assistants.

📜 A universal documentation standard that gives AI agents instant project context via structured history, semantic vector search, and commit-triggered automation. By Oveja 🐑

A Langgraph system for streamlining client interactions, ensuring every customer receives a quick and accurate response. 🌟

AI-powered workflow tool for Slack and Jira integration

Natural language search over HuggingFace model cards - built with RAG, LoRA fine-tuning, and LLM evaluation to compare approaches.

Open-source tool to visualise your GraphRAG 🔮 可视化 GraphRAG 的开源工具 🔮

♊ Voice-Interactive AI Digital Twin powered by Google Gemini 3. Talks to recruiters via Neural TTS, visualizes architecture, and defends against prompt injection.

🤖 RAGbot – a RAG chatbot ✨ featuring a React frontend with 📝 Markdown rendering & ➗ LaTeX support, 🐍 Python FastAPI backend, 🔍 FAISS vector database for semantic search, 🧠 Sentence Transformers embeddings (all-MiniLM-L6-v2), 🦙 LongCat LLM integration, 📄 PDF/Markdown document indexing, and 🎨 responsive dark mode UI!

A high-performance FastAPI service that generates vector embeddings for semantic search. Uses the intfloat/multilingual-e5-large model for high-quality multilingual embeddings.

▎Eternal memory for any AI — local, private, portable. Fixes context drift and compaction permanently. Works with Claude, GPT, Gemini, Grok, Cursor, Zed and any MCP-compatible AI.

UniBot is a chatbot for universities. It utilizes Retrieval Augmented Generation (RAG) to improve the accuracy of responses.

Efficiently search and retrieve information from PDF documents using a Retrieval-Augmented Generation (RAG) approach. This project leverages DeepSeek-R1 (1.5B) for advanced language understanding, FAISS for high-speed vector search, and Hugging Face’s ecosystem for enhanced NLP capabilities. With an intuitive Streamlit interface and Ollama for mode

A RAG model that takes document input and answers query related pertaining to the document

Full-stack platform that scrapes, stores, and analyzes sports betting odds in real time using a LangGraph AI agent powered by DeepSeek V3.1.

A lightweight expert-system framework for modeling and testing medical diagnostic rules, with multiple approaches.

:book: BRACE — Bible retrieval-augmented (Catholic edition)

Smart Corpus — AI-Powered Document Intelligence Platform with Knowledge Graph, Semantic Search & RAG Q&A. 100% local deployment. 持续更新的智能语料库系统

Create, store and enable embeddings related features like semantic search, RAG, recommendation, image to image and more

End To End Advanced Rag Project Using Open Source LLM models and Groq Inferencing

Modern Local Code Editor with local ai assistant with multiple options. Currently Support C language. Using a C Programming Book for knowledge

This project, Auditron, was created as part of the Challenge-Based Learning (CBL) AI project at Esprit School of Engineering - Tunisia.

a local, multilingual (EN/IT) study assistant that indexes course materials and answers questions with citations—using multilingual-e5-base for retrieval and Llama 3.1-8B for generation. CLI-only.

A Langchain implementation for Memvid, enabling efficient video-based document storage and retrieval using vector embeddings.

Vietnamese Legal Chatbot is a chatbot designed to assist users with legal inquiries in Vietnamese.

VerixAI: An intelligent document analysis platform using RAG for querying large document collections and receiving AI-generated answers with verifiable citations.

AlightRAG: Association Reasoning Based Multi-Hop Question Answering System（基于联系式推理的多跳问题回答系统）

VIC-style tiered retrieval demo with native KIOXIA AiSAQ for low-DRAM, storage-aware semantic search.

This is a legal AI system that generates executive summaries and clause-grounded answers from long TOS documents. It is optimized for CPU-only deployement

understand the structure of markdown and its elements (tables, diagrams,...) for search and retrieval augmented generation

A chatbot for Kaggle competition inquiries, using LangChain for processing, a Mistral model for responses, and Retrieval-Augmented Generation (RAG) for dynamic data. It features a FastAPI backend and a Streamlit front end for real-time interaction.

김필주, 이재강, 문재경, 이재희, 박송원

Persistent, correctable memory for AI. Corrections prevent repeat mistakes. Zero dependencies. Works with any LLM. pip install neveronce

Deterministic method-first retrieval for AI coding agents.

Read-only MCP server exposing a local Calibre library (search, details, FTS, samples)

A modern, real-time quota monitor for MiniMax API. Features a semi-transparent floating UI, precise RPM tracking, smooth animations, and persistent configuration.

BETO formalizes the ignorance of an AI. Materializes raw semantic intent into fully traceable, auditable software.

Selenium WebDriver MCP server for AI agents and LLM-powered browser automation

Extract your honne — the real working self underneath tatemae — from your Claude transcripts.

Use Finnhubs API for SuperAGI agents.

The true Natural-language programming with LLM and AutoGPT

Trying to make an automatic Objective completion AI Hierarchy

Local agent OS for solo builders: launchd-managed Claude Code/Codex fleets, git-worktree isolation, Slack reporting, safety gates, and reproducible setup.

Vibe-coded experiment in LLM-driven character simulation. First-class chat AND image generation, world map, soul system, group chats, multi-provider LLM routing, ComfyUI/A1111/cloud backends. Alpha, single-tester. Source-available, non-commercial.

Budgeted LLM runs with hard caps + typed outcomes + async job mode. Python/CLI/HTTP. OpenAI-compatible.

A reinforcement learning agent that learns to intelligently shape electricity demand, reducing peak loads and optimizing energy consumption in real-time.

A Personal OS Agent that autonomously researches any topic overnight — inspired by Karpathy's AutoResearch. Set a goal, let it loop, wake up to structured markdown reports. No babysitting required.

Agentic LLM system for binary exploitation using MCP tools and pwntools

Agent runtime tracing + LLM-mock replay for Python. Self-contained HTML reports, pytest snapshot testing, cost tracking. No SaaS.

Long-horizon planning engine for LLM agents

Polymarket research MCP server with 10 tools (odds, orderbook, spread, history) + autonomous trading bot framework. Claude Sonnet decision-making, pluggable strategies, SQLite persistence

Fully local AI assistant & coding agent. LM Studio + ChromaDB + Tauri desktop app. Second brain, autonomous bots, emotional drives. Zero cloud, zero telemetry.

探索在日常开发中，让 AI 编程助手保持上下文连贯与执行纪律的协作工作流。Exploring practical collaboration patterns for AI coding assistants.

Multi-agent OS on Claude Code. Each agent gets a Discord channel, a markdown vault for memory, and launchd for cron. Built for solo founders shipping like a team.

The core belief layer for AI agents. MnemeBrain Lite stores structured beliefs instead of text memories — enabling contradiction detection, belief revision, and explainable reasoning.

Hand-crafted Paperclip Agent Companies, ready to deploy. Install: npx companies.sh add stubbi/companies/<slug>

The Ultimate AI Arsenal of 16+ Elite, Production-Ready Skills for Claude LLM. Transform Your AI into a Self-Evolving Autonomous Agent Engineered for Full-Scale Web Engineering, Claude Code Expert, MCP Builder & Data Supremacy, and Algorithmic Art at Unmatched Precision. 🚀

Observability and influence tracing infrastructure for multi-agent AI systems.

Runtime defense for AI agents. 24 inline defenses, 3 output scanners, MCP server, framework adapters.

LifeOps AI: An Agentic AI System acting as your Personal Operations Manager. Built using CrewAI, Google Gemini 1.5 Flash, and Streamlit. It integrates Health, Finance, and Study domains with cross-domain reasoning.

CrewAI-Powered Blog Automation Suite - Workflow for automated content creation, research, SEO optimization, and publishing to Ghost CMS.

Reference customer-support workflow using CrewAI, FastAPI, and Gemini, with specialized support, escalation, and QA agents.

Hawkeye is an automated, agentic-based penetration testing tool powered by CrewAI and Google Gemini 1.5 Flash.

Repo containing project with AI frameworks, CREWAI & AUTOGEN, with UI and without UI, for begginers

A Python-based project comparing CrewAI, LangGraph, and AutoGen by implementing the same stock analysis workflow across all three. Each agent framework generates a BUY / SELL / HOLD recommendation with rationale—ideal for exploring multi-agent design patterns and orchestration styles.

BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.

4 LLMs work together to generate a report based off of scientific papers without hallucinations

ArXiv MCP server built for multi-agent systems like Magentic-UI and AutoGen

🤖 AI-Powered Backend Builder Multi-agent + multi-tool system using AutoGen, Gemini & Groq to automate production-ready backend development. Features 4 specialized AI agents, MCP integration, and end-to-end automation. Perfect for rapid API development with built-in security & testing. 🔧 Tech: Python, AutoGen, Gemini, Groq, MCP, FastAPI, Docker

"A resilient RAG agent built with LangGraph and LlamaIndex that self-corrects by rewriting queries when retrieval quality is low. Features a cyclical graph architecture for adaptive search.

🚀 slackAgent: Your AI-powered Slack assistant! Built with LlamaIndex, ChromaDB, and OpenAI embeddings, it delivers instant answers from your documents via a sleek Slack bot or Streamlit web UI. Automate workflows with n8n, expose local APIs with ngrok, and query with ease using FastAPI. Join the future of intelligent chatbots! 🤖💬

Contract Intelligence Platform combining layout-aware ingestion, NLI-based semantic diff, policy-grounded risk agents, and auditable multi-agent workflows — production-ready with tenant isolation, DLP, cost controls, and deterministic fallbacks.

Multi-agent LLM trading framework: hard-discipline (code) + soft-judgment (LLM) hybrid. Best risk-adjusted performance on NVDA 6-month benchmark — +43.9% / -3.2% MDD, beating RSI, Momentum, Buy & Hold, and single-agent LLM. Raw returns top all baselines once the position cap is lifted. Adapted from TauricResearch/TradingAgents, built on LangGraph.

🎥 Google Meet for AI agents — coordinate many agents from a single primary over a simple HTTP API, watched live in the browser. Self-hosted, 100% local.

Local-first AI agent framework with approval gates, audit trails, and resumable multi-surface workflows.

Flat AI swarm: identical agents, no roles, one shared Neo4j mind

Multi-agent AI system for turning natural language or reference software into Verilog RTL, testbenches, docs, and FPGA onboarding assets.

A bio-inspired multi-agent defense framework with self-diagnosis, self-healing, and self-evolution capabilities, built with LangGraph

Multi-agent AI that turns prompts into structured, impact-driven decisions.

Interactive multi-persona AI conversation platform using Ollama. Create AI personas with distinct roles and watch them engage in dynamic conversations with @mention support, configurable context, and advanced log analysis.

把单个 AI 助手升级为可扩展的多专家协作运行时， 带工业级记忆检索、会话管理和完整的开发者可观测性。

A lightweight CLI to orchestrate Gemini and GPT using your local files as a shared blackboard.

Personal Claude Code plugin marketplace. Includes tmux-pair: writer/reviewer pairs and writer/reviewer/orchestrator triples in fresh git worktrees, wired up via tmux.

From Copilot to Autopilot -- Autonomous multi-agent orchestration for Claude Code

FinSight AI is a sophisticated financial decision-support system that combines Traditional Quantitative Finance, Machine Learning (Quantile Regression), and Generative AI (LLM Agents) to provide probabilistic forecasts of company performance.

🚁 Drone RL: Autonomous quadrotor trained with PPO/SAC/DreamerV3/MARL from scratch on CPU | PyBullet + Gazebo Harmonic | Hover 100% | Navigation 92% | Storm 8m/s 95% | Weather system | Multi-Agent Swarm

A multi-agent platform built on the top of the pystarworldsturbo library. Part of the Intelligent Agents course taught at Royal Holloway University of London.