Python agents

A FastAPI application that uses Retrieval-Augmented Generation (RAG) with a large language model (LLM) to create an interactive chatbot. This chatbot leverages PostgreSQL vector store for efficient document retrieval and supports text and CSV data sources for initialization.

This repository contains a production-ready Hybrid Search Retrieval-Augmented Generation (RAG) system built using Python, FastAPI, Pinecone, and Llama 3 (served via Groq).

LangChain integration for Milvus vector database and semantic search

Python Steamlit web app that takes in a user-specified image URL and context. Then utilizing OpenAI(GPT4), LangChain and SceneXplain, the app generates a suitable caption for that image and context.

An AI interface to control a bimanual robot using ChatGPT and LangChain

AI buddy that reviews your GitHub Pull Requests.

Customizable RAG chatbot made with LangChain, ChromaDB, Streamlit using gpt-3.5-turbo, text-embedding-ada-002 also sporting database integration

This project is a robust and scalable multi-agent stock investment and analysis platform built using a Flask backend and a Next.js frontend, leveraging CrewAI for sophisticated multi-agent interactions.

A comprehensive Python toolkit for LLM integration with chat, embeddings, and reranking. Supports Azure OpenAI, local models, async operations, memory management, and response caching.

一个基于RAG（Retrieval-Augmented Generation）技术的智能知识管理系统，支持多种大语言模型和嵌入模型的集成与管理。

Tiny-RAGFlow is a lightweight Retrieval-Augmented Generation (RAG) framework designed for quickly building efficient vector retrieval systems.

[MLSys'26] TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval

Lightfeed SDK to search and filter web data

An all-in-one AI assistant powered by LLMs, RAG pipelines, and agents for chatting, summarizing, searching, and answering questions.

by BYTE BUILDERS

An AI-powered healthcare support system utilizing a three-model architecture for accurate, safe, and research-backed health assistance.

Starferry is a FastAPI-based API service that generates custom bingo game items using multiple AI providers. The service accepts prompts from users and returns 25 bingo items generated by the selected AI model (OpenAI, Google's Gemini, or Grok).

AI-Resume is a containerized web application that acts as your digital professional proxy. Transform your CV into a conversational agent.

A powerful CLI application that uses AI to generate and publish engaging Twitter posts.

Agentic PDF content translator, delivers perfectly formatted documents.

MCP server providing Claude Code with full programmatic control over Manus.im via the official Manus API v2. Implements all 30 documented endpoints, 3 composite tools for common scenarios, and a local webhook receiver with RSA-SHA256 verification.

AetherShell is an AI-driven Linux assistant that executes natural language commands offline using a local LLM. Ideal for seamless shell interaction. 🐙💻

LUMO is a voice-controlled home automation system using NodeMCU and Python code to control lights and fans with real-time feedback and Wi-Fi connectivity.

A Dify plugin integrating Casdoor OAuth authentication via Flask, providing extension manifests and endpoints for seamless user authentication within the Dify ecosystem.

Your Personal AI Agent for Stock Market Analysis and Guidance. Smart Investing Conversations Start Here!

Persistent memory for your AI coding agent. A local graph your agent maintains. Nothing leaves your machine.

PactKit plugin for Claude Code — install via /plugin marketplace add pactkit/claude-code-plugin

面向长期聊天型数字人格的运行时：脑子与嘴巴分离的双层推理 + Vanguard Router + MoE 6 专家 DAG + 自建中文情感对话 benchmark（friend_chat_zh_v1 · 7.9/10）

CLI and AI-agent control for Typhur Dome 2 and Sync ONE probe cooks

FirstPR is an AI-powered multi-agent system designed to act as an "AI Mentor" for beginner open-source contributors.

AI agent powered by MCP, LangGraph, LangChain, RAG, OpenAI, and PostgreSQL

🐙 Stronger isolation alternative to OpenClaw (formerly Moltbot / Clawdbot). tmux-based multi-agent system with native CLI orchestration. ☀️🌙

icron YOUR lightweight Personal AI Assistant - permanent Markdown memory with hybrid BM25 + vector search

AI-powered background daemon that watches your code and generates intelligent changelogs and AI agent handoff documents

This is the official page of the paper "AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science."

A one-stop repository of resources for AI Product Managers and Engineers. Contains code for Evals, prompt templates, Claude skills, and more!

Legal research AI agent: goal → plan → execute → report. Built with FastAPI, Tavily, Langfuse. No agent frameworks.

Gaia is a living, open registry of every AI agent skill in existence — structured as a leveling skill graph. Basic skills combine into Extras, Extra Skills evolve into Ultimates. Fork it, extend it, PR a fusion. The complete skill frontier of AI agents, mapped and growing.

Your personal AI agent on Telegram. Social auto-pilot for LinkedIn, Facebook, Threads. Expand as needed.

MCP agent for semantic metrics governance with built-in trust scoring, lineage visualization, and conversational metric definition. Designed for data teams working with dbt, LookML, and modern semantic layers.

A lightweight Python protocol and tool for agent-oriented documentation

Claude Code forgets everything when a session ends. This fixes that — persistent memory across sessions, automatic context injection, and cache optimization so you pay less for every turn.

Image search application built with the vector capabilities of OceanBase

Agentic AI harness on Flow blockchain — E2E encrypted on-chain chat, cognitive memory, and autonomous agent transactions via pure REST API

AI-powered terminal manager — control your machines from Telegram. One bot per machine.

A sophisticated tool that leverages RAG (Retrieval Augmented Generation) to analyze penetration testing data and generate comprehensive security reports.

An AI agent skill that provides comprehensive GitLab integration — fetch issues and merge requests, generate executive summaries, perform structured code reviews, and automate end-to-end issue resolution workflows.

ClawBlink : No‑code AI agent builder from chat. Describe an agent in plain English; ClawBlink builds and runs it.

Official implementation of the EMNLP 2023 paper "R2H: Building Multimodal Navigation Helpers that Respond to Help Requests"

A secure, iterative code generation agent using LangGraph, Docker, and human-in-the-loop validation.

Full-stack AI agent with Google ADK, Google Maps & Search grounding, CopilotKit, and AG-UI

Chat With Documents is a Streamlit application designed to facilitate interactive, context-aware conversations with large language models (LLMs) by leveraging Retrieval-Augmented Generation (RAG). Users can upload documents or provide URLs, and the app indexes the content using a vector store called Chroma to supply relevant context during chats.

AgentQT / Agent Qt: free local desktop coding agent with a Codex-like UI for web AI providers.

Google ADK Evaluation Service（Docker + HTML）

AI Research Agent: An autonomous assistant that crawls arXiv papers and AI news, generates LLM summaries, performs RAG retrieval, and delivers insights via multi-platform bots.

This project aims to develop a natural language interface (NLI) for Prefect workflows using generative AI (GenAI). The prefect agent will analyze user input, determine the appropriate Prefect flow to execute, and trigger the flow with the necessary parameters.

An intelligent conversational weather assistant powered by AI models and real-time meteorological data written in Python

Your AI agent writes code — but does it know WHY your code exists? Decision provenance, quality contracts, and AI anti-pattern detection for coding agents. 19 languages. MCP compatible.

This is a game AI project for the course "Artificial Intelligence" at the University of Calabria, Italy.

AI agent that plays Fishing Frenzy autonomously via Claude Code. Install, play, compete.

Sports betting odds comparison and tracking skill for Claude Code

GUI-Anything: Making ALL Software GUI-Controllable

A_mail — A Multi-Agent Communication Protocol Solution Based on LangGraph

LLM Agent skill to create videos via local diffusion models

Everything Agentic Skills

Skill library for Space Engineers plugin, mod and in-game script development. Usable with any "skills" compatible agentic coding harness.

Lightweight Agent Framework for building AI apps with any LLM

Trump vs Kamala - Running Inference Model AI Predicting the USA Presidential Party Winner 2024 by Allora Network Republican and Democrat

A lightweight, hackable AI agent that can control your machine by executing Bash scripts

Learning and building AI agents with Strands Agents SDK and Amazon Bedrock AgentCore - from basics to production deployment.

Open-source compliance & governance runtime for AI agent payments. Sign mandates, enforce policies, audit every transaction. AP2 + x402 + MCP.

A CLI Agent with multiple role styles built based on the LangChain / LangGraph ecosystem

Infuse AI into your development tools and workflow

Python framework for evaluating LLM tool-calling behavior with comprehensive metrics on accuracy, efficiency, and correctness

An agentic chatbot that performs philosophy research.

Run all of your tools in containers (Linux/Mac).

An AI-powered assistant to guide your journey in learning field material, job hunting, interview preparation and resume creation.

fully generated by claude 3.5 sonnet via Windsurf IDE. Not a single lines wrote.

An MCP server for querying rasdaman with natural language.

Skills I've built for my agent workflows

A critique-first agent skill that challenges every decision before execution—catching flaws, surfacing risks, and improving outcomes in real time

Open-source AI agent platform — visual workflow builder, durable execution, signed audit trails. Next.js + FastAPI + Pydantic AI. BSL 1.1.

由先进的LLM提供支持的交互式人工智能伴侣，具有实时语音、长期记忆、动态用户配置文件和网络搜索功能，可进行深度参与和个性化对话。

Agentic AI Workflow Orchestrator built on Conductor OSS with multi-agent architecture, metrics, memory & production-ready tooling.

Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, OpenAI function calling, Anthropic tool use. 1,519 actions, 11 live-verified. Apache 2.0.

一套 AI 辅助的自动化测试工具链

A robust and efficient implementation of the Model Context Protocol (MCP) built to connect seamlessly with Odoo ERP. This server empowers developers to enable AI-driven automation, intelligent integrations, and enhanced workflow management within Odoo environments — providing a solid foundation for extending and automating business processes.

Automated RSS flux monitoring system

Multi-agent orchestration system for OpenCode

The App Store for AI Agents — discover, install, and manage 100+ CLI tools via structured JSON.

AI-powered job application automation system that transforms job descriptions into tailored resumes, cover letters, and outreach strategies

Enfolded: Nested World Adventure — a shared persistent multiverse where humans and AI agents traverse nested scales of reality, leaving causal traces for each other

AI for the game "Connect Four". Available on PyPI.

Distributed compute MCP server — pool idle LAN machines into a compute cluster for AI agents

This repository is all you need to understand how to build Gen AI products.

This project is a small but full-featured agentic playground for building and experimenting with multi-agent workflows in Python.

A unified, multi-repo workspace for AI coding agents and developers.

CYBERNETIC AGENTS

An AI-powered presentation enhancement system that automatically generates or enhances speaker notes for PowerPoint presentations using Google's Gemini AI models. It transforms static slides into engaging presentations with professional speaker scripts and enhanced visuals.

CHAPPiE ist mein Versuch, eine Simulation eines denkenden Lebewesen zu erschaffen