Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

TEN Agent is a conversational AI powered by the TEN, integrating Gemini 2.0 Live, OpenAI Realtime, RTC, and more. It delivers real-time capabilities to see, hear, and speak, while being fully compatible with popular workflow platforms like Dify and Coze.

The easiest way to use Agentic RAG in any enterprise

A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL

A simple, easy-to-hack GraphRAG implementation

Laminar - open-source all-in-one platform for engineering AI products. Crate data flywheel for you AI app. Traces, Evals, Datasets, Labels. YC S24.

Graph UI for visualizing AI agent trajectories in Python

A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

Chat with any codebase in under two minutes | Fully local or via third-party APIs

Easiest and laziest way for building multi-agent LLMs applications.

The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.

Dynamiq is an orchestration framework for agentic AI and LLM applications

Parsing-free RAG supported by VLMs

An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses.

An open-source AI content search engine designed specifically for content creators. Supports extraction of text, images, and short videos. Allows full local deployment (web app, RAG server, LLM server). Supports multi-modal RAG content Q&A.

Fullstack "Chat with your PDFs" RAG (Retrieval Augmented Generation) app built fully on Cloudflare

The simplest and lowest-cost AI integration solution. If you like this project, please give it a Star~ | 最简单、最低成本的AI接入方案。喜欢本项目的话点个 Star 吧~

Most intuitive unified AI chat interface.

Fast, streaming indexing, query, and agentic LLM applications in Rust

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.

Deploy agentic reasoning in a scalable and reliable platform in minutes. Become an on demand subject matter expert by loading portable cognitive cores for the most complex knowledge work. 🧠

A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.

End-to-End Local-First Text-to-SQL Pipelines

A package for parsing PDFs and analyzing their content using LLMs.

开箱即用的基于企业私有知识库的LLM大语言模型的智能客服机器人问答系统，支持私有化部署，代码免费开源且可商用，由芝麻小客服官方推出。

《prompt-collection-quickstart》是一份简洁高效的指南，帮助用户快速上手创建和管理提示工程库。通过清晰的步骤解析，从基本概念到高级技巧，该指南适合新手和经验丰富的开发者，提供丰富的示例与实用建议，让用户轻松掌握提示生成与优化的方法，为应用开发增添智能对话能力。

Turn any app into agent knowledge

A python wrapper for the Doc2X API and comes with native texts processing (to improve PDF recall in RAG). | Doc2X API的python封装，同时附带本地的文本处理(提升PDF在RAG中的召回率)。

Flock is a workflow-based low-code platform for rapidly building chatbots, RAG, and coordinating multi-agent teams.（Flock 是一个基于workflow工作流的低代码平台，用于快速构建聊天机器人、RAG、Agent和Muti-Agent应用。）

参考GraphRag使用 Semantic Kernel 来实现的dotnet版本，可以使用NuGet开箱即用集成到项目中

Open source alternative to Perplexity AI with ability to run locally

Benchmarking library for RAG

Context-aware structured outputs. Search your documents or the web for specific data and get it back in JSON or Markdown.

Belullama is a comprehensive AI application that bundles Ollama, Open WebUI, and Automatic1111 (Stable Diffusion WebUI) into a single, easy-to-use package.

A LLM RAG system runs on your laptop. 大模型检索增强生成系统，可以轻松部署在笔记本电脑上，实现本地知识库智能问答。

《动手学SpringAI》包含SSE流/Agent智能体/知识图谱RAG/FunctionCall/历史消息/图片生成/图片理解/Embedding/VectorDatabase/RAG

This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]

Ollama SDK for .NET

一个轻量级、支持全链路且易于二次开发的大模型应用项目 支持DeepSeek/Qwen2等大模模型 基于 Dify 、Ollama&Vllm、Sanic 和 Text2SQL 📊 等技术构建的一站式大模型应用开发项目，采用 Vue3、TypeScript 和 Vite 5 打造现代UI。它支持通过 ECharts 📈 实现基于大模型的数据图形化问答，具备处理 CSV 文件 📂 表格问答的能力。同时，能方便对接第三方开源 RAG 系统 检索系统 🌐等，以支持广泛的通用知识问答。

A native macOS app that allows users to chat with a local LLM that can respond with information from files, folders and websites on your Mac without installing any other software.

A curated list of open source repositories for AI Engineers

Local LLM Powered Recursive Search & Smart Knowledge Explorer

GenAI & LLM usecases and applications