GitHub agents

A local AI agent platform for people who want broad, real-world automation with a design that makes powerful actions safer and easier to predict

🐙 Interfaces (aka `into`) is the quickest way to make Large Language Models do things. Get started in 3 lines of code!

FailSafe: An autonomous fact-checking framework leveraging Multi-Agent LLMs and Structured Argumentation Graphs (SAG) to verify claims with deep-web retrieval and reasoning.

A LLM agent capable of writing an API documentation and functional tests from a file containing the entrypoints code.

VirtuTA is an AI teaching assistant that delivers quick, accurate responses to student queries directly on Piazza. Powered by agentic workflows, Google Gemini, and Langchain, it automates both conceptual and logistical course queries.

Terraform-Based Bedrock RAG Deployment

ChatTube: A Retrieval QA System to Youtube Videos

IPAgent - Patent Landscape Analysis Chatbot

Simple Generative AI enabled Streamlit web application that converts speech to-image.

A writing assistant using Langchain

A tutorial on Knowledge Graphs discussing how to model the employee competences within a company

This is a course on how to to program with Large Language Models.

This a Python AI Assistant made by using langgraph and langchain. The assistant is capable of handling programming tasks in python.

✨ AI-powered code analysis. Analyse your code and unlock its potential.

first attempt at creating and deploying rag based systems using langchain + ollama + streamlit

🦉 Utilities to improve LLMs capabilities when working with SPARQL endpoints and RDF knowledge graphs, compatible with LangChain

Using LangGraph Builder and Studio to build amazing Agentic Systems

A simple NextJS app that streams Langserve (python) streamings on NextJS frontend, using a hook to make it clean on components, and api call to hide backend apis and calls.

Question Answering Generative AI application with Large Language Models (LLMs), Amazon Bedrock, and Amazon MemoryDB for Redis

Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.

Welcome to the LLAMA LangChain Demo repository! This project showcases how to utilize the LangChain framework and Replicate to run a Language Model (LLM). The code in this repository replicates a chat-like interaction using a pre-trained LLM model.

ChatGPT can solve Jeopardy! clues really well!

Showcase using Langchain in a React Native application

Generate an optimal path on a map a la Traveling Salesman Problem to hit different landmarks in an input city using Cloudflare Workers AI (using LlaMA-3.1), LangChain (for prompt templates and comma separated list output parser), Mapbox to create a map and get information about cities and landmarks in those cities, and Folium to edit the map.

This is a project that uses the LangChain library and OpenAI's ChatGPT API to perform data analysis on a dataset. Disclaimer: This project was made before OpenAI released Code Interpreter on ChatGPT Plus. With similar functions.

An AI NFT marketplace is a digital platform where NFTs (Non-Fungible Tokens) are created, bought, and sold — but with AI (Artificial Intelligence) integrated to enhance the process.

an LLM based application for HR process optimization

A meticulously curated collection of hands-on Jupyter notebooks, designed to illuminate the comprehensive application of MLflow across a spectrum ranging from foundational Machine Learning principles to pioneering Generative AI paradigms.

🪼 AI chatbot for the DeFiChain ecosystem.

An AI-powered quote generator bot that posts beautiful quotes to various social media platforms!

使用 LangChain 把 PDF 生成音频播客

AI Assistant to get summarized text from Youtube video and also get instant answers to your queries related to video

RAG Course using LangChain and OpenAI

Learn how to build AI-infused applications with Quarkus

UltraCodeAI is an innovative AI-powered IntelliJ plugin that transforms coding with seamless assistance. It supports local/cloud LLMs like Ollama, OpenAI, and Groq for context-aware prompts, auto code error analysis, and RAG-enhanced insights. Features includes tabbed UI for chat, diagnostics, and recommendations; hover explanations; design pattern

🦜🔗 LangChain Model Context Protocol (MCP) Client

Projet issu du codelab Devoxx France 2025 “À la recherche du RAG perdu” : atelier de 3h pour apprendre à créer un chatbot IA Générative autonome, local et sans Internet, basé uniquement sur des frameworks open source

An elegant article writer assistant that creates (almost) ready for posting articles providing main ideas from the user, built with langchain

langchain agent，chatglm，neo4j实现movie qa。

Multi-Modal Next.js Chat App with Vercel AI SDK & LangGraph.js

Biq Query + langchain REST API written in python

This is a test version of the agent_toolkit in langchain. Please do not use it in production.

Easily build and operate generative AI applications. Create Assistants API and GPTs based on any LLMs.

Javascript RAG Chatbot with Langchain, OpenAI and Supabase vector store.

AI YouTube Video Chat application, to ask questions to a YouTube video bot and get answers.

Inquiry videos with ChatGPT

A chatbot created with Next.js and AI SDK, using Langchain with RetrievalQA to provide information from a PDF loaded into a vector store in MongoDB.

This project combines Azure AI Search, Azure OpenAI Service, LangChain, React.JS, and Python FastAPI to create an intelligent system for managing Jira issues. It features advanced AI search for seamless document retrieval, a user-friendly React.JS front-end, and a robust Python FastAPI back-end.

Question Answering Generative AI application with Large Language Models (LLMs), Amazon Bedrock, and Amazon DocumentDB (with MongoDB Compatibility)

Developed a web app using LLM models, Langchain, and chatbots for PDF interactions. Users upload PDFs and ask questions, receiving instant chatbot responses for efficient content retrieval.

Say goodbye to endless Google searches and hello to our clever chatbot, the ultimate Wikipedia companion for all your Q&A needs.

This project aims to provide an efficient and scalable API for embedding and storing vectors, leveraging the power of FastAPI, Langchain framework and a vector database such as Chroma.

Built with Gemini API, LangChain, Chainlit, and Python, this multimodal assistant explores AI tool integration driven by curiosity about multimodal capabilities. It demonstrates modern AI development by combining cutting-edge multimodal AI with practical user interface design.

LangChain Text Summarization and Image Generation

SFEIR School Langchain

Implementation of Reflective RAG, Self-RAG & Adaptive RAG tailored towards production-oriented applications with LangGraph and OpenAI API

This project is Genratve AI and AI-powered content generation tool that leverages Hugging Face's models to create customized content based on user queries. The application is built using Streamlit and provides an interactive UI for generating content tailored to different age groups and task types.

Notebooks demonstrating vector search & RAG design patterns with Redis Python clients.

此存储库展示了用于检索增强生成（RAG）系统的各种先进技术。RAG 系统将信息检索与生成模型相结合，以提供准确且上下文丰富的响应。

This project aims at giving the best customer service ever using the power of LLM models like GPT.

use 🦜️🔗 to communicate with varied files & web

Sync your team's data to your LLM applications in real-time

Enhance your CLI with AI - Using Langchain Framework & OpenAI Functions Agent

This project demonstrates how GenAI can potentially be leveraged in financial and investment advisory services to provide personalized and tailored recommendations and strategies.

A small interactive game with an LLM that generate (not random ;) ) events and actions that you need to follow in order to win !

Hybrid Knowledge Agentic RAG System

Virtual-Assistant LLAMA2/OpenAI with specific knowledge (RAG) in gradio UI.

Scrapes headlines from CNN and FOX, then has ChatGPT do cross-analysis

This is a simple lab I have implemented to test Knowledge Augmented or Retrieval Augmented Generation (RAG) with Large Language Models. In particular, I am using LangChain, Streamlit, and OpenAI ChatGPT API.

Langchain 🦜 running🏃‍♀️ on express including file reader and history management

A set of AI tools to automate resume scoring and generate interview questions.

Its a Disease Prediction Model on the basis of Given Symptoms and Weightage

This project provides an AI-powered tool for professional stock analysis. By leveraging advanced AI agents and tools, Investor-Crew offers comprehensive research, technical analysis, financial analysis, and investment recommendations for stocks.

AI-powered content research and writing assistant built with CrewAI and Streamlit.

▶️ Video Fact Finder for YouTube, using CrewAI agents and Perplexity to verify facts.

Gradio UI to load crewAI configuration from excel xls and generate the python code. The source of the crews is in the xls. It allows for quick prototyping and iterations without having to edit code,

🚢 Just ONE command in your project to get Docker files

Extending the capabilities of LLMs using Planning agents and using "knowledge providers"

Prompt testing Local LLMs for Microsoft's AutoGen

The sample use multiple AI agents to generate a mobile app from a simple prompt.

DaveAgent is an intelligent AI-powered coding assistant that works in your current directory. It uses AutoGen . Join the discord: https://discord.gg/qFwvrmQN

autogen 中文文档

Sharing Session HacktoberFest 2024 Held at Sonar Analitika

Analyze and visualize CSV data with ease using this Streamlit-powered data analytics tool

Open source RAG with Llama Index for Japanese LLM in low resource settting

🤖🎙️ Explore Lex Fridman Podcast Transcripts with a smart chatbot!

Infrastructure IA distribuée Linux — cluster GPU on-premise, 900+ agents autonomes, RGPD natif

Automatic search for papers and auto read paper. Utilize AI to obtain the latest research direction papers every day, summarize and generalize each paper, and automatically send several of the most valuable papers to the email.

An MCP server that exposes local and remote agents across different servers as MCP tools.

A production-grade Python client for the Swarms API, providing a simple and intuitive interface for creating and managing AI swarms.

Minimal agent orchestrator for AI coding — 8 SDLC roles, separation of duties, security hardening, multi-channel (MIT)

ModelArena: A Competitive Environment for Multi-Agent Training

A secure, on-device document analysis tool using Foundry Local & Microsoft Agent Framework

Deploy Your Swarm In One Click with FastAPI, Uvicorn, and more ;)

AI-powered PR reviews running in your Cloud. Your models, your cloud, your rules. No code stored.

A High-Performance AI Agent Framework based on SBERT & SpaCy

A persistent, biological-equivalent runtime architecture for autonomous intelligence.

Notebooks of the Agentic Auditing Tutorial of 63rd World Continuous Auditing and Reporting Symposium (WCARS).

Repo with example code for building various types of agents using Agent Development Kit (ADK)