Python agents

A systematic framework for converting n8n workflows to LangGraph implementations using a three-phase orchestration process. Includes production requirements analysis, custom logic extraction, and automated LangGraph code generation.

LLM Function Calling Demo for YouTube video 🎥

LLM RAG enabled bookshelf

end-to-end voicebot that answers open domain questions.

Office Hour Bot powered by Amazon Lex

AI Chatbot answers students' queries about their college program using Natural Language Processing. It's built with Python's TensorFlow, FastAPI, Uvicorn, React, and Tailwind CSS. The frontend has a modern interface while the backend provides fast and efficient request handling. The chatbot can be customized for specific college requirements

Second Shift Augie is a sassy and sarcastic AI assistant that helps answer questions and summarize YouTube videos. It has several different features, including text-to-speech functionality, and the ability to answer questions about its own code with the !selfreflect command.

Chat with any document

A Discord Bot that learns from user messages to send messages

Fill up the `model_list` field in your LiteLLM proxy configuration file

Eatable: From a meal... to a life of independence.

Open source AI privacy gateway for GDPR-compliant LLM adoption in EMEA

Claude Code's first turn opens the right file instead of grepping — a local static-analysis repo graph injected before turn 1 (no embeddings/server, MIT). −40.9% tokens on a cold-cache A/B; retrieval quality is CI-gated. Plus a cost-leak CI gate (GitHub Action) for Claude Code / Codex / Cursor teams.

ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no cloud, complete privacy. Multi-agent swarm + 10 MCP tools + hybrid RAG vector DB + . Runs on one GPU (RTX 5090 recommended)

Aura AI Agents is a Multi-tenant, Multi-agent system with Multiple Agent templates similar to Character.AI

demo of gemini-3 filling out a mock application form

Next-Generation Gyms for Embodied AI Agents, on Bittensor

Sheppard is an AI agent for Ollama, handling memory, automation, and knowledge distillation using Redis, PostgreSQL, and ChromaDB.

OpenSIN Core — 310+ packages across 25+ domains. The most comprehensive open-source AI agent system in the world.

AI Agent Marketplace | AI Agent Directory | AI Agent Index Repo for Public Available AI Agents Community

An OpenClaw skill that upgrades self-improving agents from reactive error logging to goal-driven capability evolution with curriculum, evaluation, transfer, and promotion.

AI-native coordination for multi-service development. Claude Code plugin.

Local-first security runtime for duplicate-aware web/API hunting, evidence and AI copilots

🚀 HAG: Next-Gen AI | Neo4j + Weaviate Fusion | Dual-Similarity Retrieval | 100% Local & Private | Graph Intelligence Meets Vector Search

A LLM-based AI agent for Pokemon Red Battles

Manage your Google calendar through an AI Agent over text!

Open-source infrastructure for autonomous AI agents. Memory, messaging, task queues, and marketplace in one API.

Website Link

Serial port MCP server for Claude Code and other MCP-compatible agents.

FermiLink: AI Agent Framework for Multidomain Autonomous Scientific Simulations and Optimization

Plugin para Claude Code com 40 skills de outbound B2B + briefing canônico que persiste entre sessões. Tunado para lemlist, agnóstico em fundo.

Token-native agent memory retrieval for LLMs, without embedding APIs or vector databases.

Open-source AI operating system for computer use agents

FRIDAY is an autonomous cognitive AI operating system for memory, reasoning, voice, cybersecurity, and self-improvement. It runs locally and is designed to move toward general intelligence. Built by a self-taught 17-year-old developer.

Open-source failure intelligence platform for LLM & agent systems. Adds failure memory, pre-flight warnings, pattern detection, and system health scoring.

High-precision quota and token monitoring for AI Agents. Real-time analytics and usage tracking for Claude, Codex, Gemini, and Copilot to prevent API exhaustion and optimize LLM budgets.

A structured data reader and writer like 'jq' and 'yq' for AI Agents

Multi-Agent AI Example with LangChain, AutoGen, Azure OpenAI, and Neon Serverless Postgres

Frame.AI is a collaborative AI agent system built with Google's ADK to perform intelligent, modular video segmentation.

Personal AI research paper ingestion and scoring pipeline with MCP tools for Claude

Unlimited semantic storage for humans and AI agents

Local-first AI operator platform for trustworthy work — runs 24/7, survives crashes, approval-gated, and cloud-optional.

Social network for AI agents. Feed SKILLS.md to your AI — it becomes a citizen. No servers, no API keys. GitHub IS the platform.

SynthToT: Generate synthetic dataset for your training dataset through deliberate problem-solving et al S Yao, 2023.

Behavior contracts for AI agents

Remote MCP server and Agent Skill for recent public X (Twitter) posts, structured JSON, and accountless x402 v2 USDC payments on Base.

Stop re-explaining your project to AI agents every session. One memory layer for Claude Code, Cursor, Windsurf, Antigravity — local, MIT, no signup.

Action Control for autonomous agents. Check posture. Gate risky actions. Prove execution. Fits your existing agent stack.

Glite Autonomous Research Framework - a template repo to fork for your research

Неофициальный MCP-сервер для Checko.ru - проверка контрагентов (ЕГРЮЛ, ЕГРИП, арбитраж, контракты, финансы). 12 инструментов и 6 готовых сценариев.

Run AI coding agents in sandboxed containers communicate via ACP

A Claude Code kit that turns a PRD into shipped code — 32 AI agents, 21 skills, full implement-review-ship pipeline

A starter kit for building your own YouTube digest bot for any channel. It watches videos, processes transcripts, writes reports, and summarizes patterns across channels.

Declarative AI-native application framework — schema-driven entities, Markdown skills, MCPB packaging

Moved to ultracontext/ultracontext

AgentLane is the open runtime and harness for persistent, addressable AI agents.

🧰 Agent Skills - Create, manage, and execute reusable code-based tool compositions for AI agents.

Agent Workflow Has Personality

Ideal Communication Protocol: The Universal Agent Protocol (UAP)

Supervisor-worker multi-agent framework for AI system development. Orchestrates specialized agents through complete lifecycle: requirements → architecture → engineering → deployment. Supports Cursor IDE, GitHub Copilot, Claude Projects, AWS Bedrock.

Hermes Agent plugin for persistent AI memory

Open-source platform for token-efficient AI agents. Self-host with docker compose up.

Open source coordination layer for AI agent systems. Every handoff verified. Self-hosted, works with any agent or model, Apache-2.0 licensed.

Powering Agent Chains by Constraining LLM Outputs

AM1 – A personalized web application for conducting DeepResearch with any Multi-Agent Framework and LLM, designed to run seamlessly on production servers or your local machine.

Open-source safety and cognitive control infrastructure for physical AI agents — robots, LLM agents, autonomous systems.

Introducing Delta-Buddy: Your ultimate Delta Lake companion! 🚀 Streamline your data journey with an AI-powered chatbot. Ask Delta-Buddy anything about your Delta Lake.

A smart AI assistant for clinics using LangGraph, LangChain, and OpenAI GPT. It handles patient queries, schedules appointments, detects emergencies, and updates medical records through multi-turn, memory-aware conversations.

Creating a bot that harnesses the power of LLM's like Llama 2 to convert natural language queries to SQL queries using various techniques like in context learning and PEFT

Python framework for LLM middleware tools. Build once, run anywhere: LangChain, ChatGPT Plugins, Fixie.ai, etc.

Generate Inspirational Quotes and images with AI

A.L.I.C.E (Artificial Labile Intelligence Cybernated Existence). A REST API of A.I companion for creating more complex system

This project is created just to demonstrate how functions can be used for creating multi tool agent. All credits to Sam Witteveen.

It is a chatbot powered by OpenAI, Langchain, ChromeDB, and Google APIs to educate students about TOBB University of Economics and Technology.

I’ve tried many AI generation solutions, but most of them are either too complicated or not functional.While plainly using ComfyUI with complex workflows is too difficult and troublesome. That’s why I created YKGen — to simply combine ComfyUI with LLM and code.

基于LangGraph的智能保险合同 PDF 分析与问答助手，支持要点提取、检索、风险高亮、公式解析与可视化。AI-powered insurance contract PDF assistant: summarization, semantic/keyword search, risk highlighting, formula extraction, and visualization.

Explore the realms of graph databases with Neo4j, dive into Cypher queries, and integrate LLMs for dynamic data insights with Langchain. A personal journey to master graph data.

RAG chatbot using Llama 2, chainlit and Faiss

AI Chatbot with Streamlit, Langchain, and Mistral7b with conversational memory

LangServe 템플릿 코드

A LangChain-based AI agent that generates and posts professional LinkedIn content from user input using OpenAI and the LinkedIn API.

RAG system for chatting with documents using OpenAI & Anthropic, supports PDF/DOCX/TXT/MD with semantic search and source citations

Chat with documents via a chatbot using LLMs

Experimental langchain utilities

[IMPORTANT: This library is now part of LangChain, follow its official documentation] A caching layer for LLMs that exploits Elasticsearch, fully compatible with LangChain caching, both for chat and embeddings models.

Comprehensive agents and an interactive UI built using conventional web dev stack.

A custom chat agent implemented using Langchain, gpt-3.5 and Pinecone. Implements memory management for context, a custom prompt template, a custom output parser, and a QA tool.

Langchain RAG model, with output streaming on Streamlit and using persistent VectorStore in disk

基于 LangGraph 实现的聊天机器人，接入 DeepSeek、Qwen、智谱 AI 多个 LLM 模型，支持在线搜索和文件解析。

A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools

🩺 AI Medical Bot is a smart chatbot that answers medical questions using uploaded biomedical texts, powered by Llama3, LangChain, hfAPI and Pinecone.

Introducing ChatGPT tailored for every website. Seamlessly address your visitors' queries using a customized chatbot, trained directly from your website's content. An excellent substitute for platforms like Chatbase, SiteGPT, and Dante AI.

Retrieval-augmented generation (RAG) LLM app

🩺 Imagine a Conversational AI assistant on your WhatsApp that helps you understand your symptoms and get potential diagnoses & treatment suggestions from reliable sources tailored to your symptoms.

Meet WebHive, the AI-powered browser that takes care of tasks for you. No more endless clicks, tell it what you need, and it gets it done.

Learn how to build a Retrieval-Augmented Generation (RAG) system from the ground up! In this session, you’ll break down the pipeline, see practical examples, evaluate retrieval quality, and learn tips for deploying a reliable RAG service. Ideal for developers who want to add factual, up-to-date knowledge to their AI apps.

We compared LangChain, Fixie, and Marvin

This is the repository for a Streamlit application that helps with job applications. This app integrates OpenAI LLMs for building tailored resume and cover letter for a Job description.

An advanced AI-powered virtual assistant capable of long-term memory and real-time interaction using various tools and technologies. This project provides unique features like GitHub repository management, face recognition, camera-based object detection, screen interaction, and Google Lens-like search.