rag

86 progetti condividono questo topic GitHub

Le linee collegano membri che sono misurabilmente correlati tra loro. La dimensione dei punti riflette le stelle.

🧬 Membri

awesome-llm-apps

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

📚 从零开始构建大模型

Build Real-Time Knowledge Graphs for AI Agents

An open-source RAG-based tool for chatting with your documents.

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhale…

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and…

High accuracy RAG for answering questions from scientific documents with citations

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and…

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Empowering RAG with a memory-based data interface for all-purpose applications!

Research project. A Memory solution for users, teams, and applications.

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into…

[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

video-search-and-summarization

The NVIDIA VSS Blueprint is a suite of reference architectures for building GPU-accelerated vision agents and…

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

Cache-Augmented Generation: A Simple, Efficient Alternative to RAG

Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

An AI knowledge base/agent built with .Net 9, AntBlazor, Semantic Kernel, and Kernel Memory, supporting local…

😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.

TrustRAG：The RAG Framework within Reliable input,Trusted output

Open-source tool to visualise your RAG 🔮

The open-source alternative to Carbon.ai. Build powerful RAG applications with any data source, at any scale.

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

Rust library for generating vector embeddings, reranking locally!

Late Interaction Models Training & Retrieval

Full-text and semantic search on any Postgres

End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG…

This repository contains the implementation of AutoSchemaKG, a novel framework for automatic knowledge graph…

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all…

healthy-diet-ai-agent

Healthy Diet AI Agent is a Bun + TypeScript backend for nutrition chat, food-image analysis, RAG document…

This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation…

insights-lm-public

Open-source, self-hosted alternative to NotebookLM. Chat with your documents, generate audio summaries, and…

An application for running LLMs locally on your device, with your documents, facilitating detailed citations…

An open-source AI content search engine designed specifically for content creators. Supports extraction of…

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

One-stop data intelligence agent, providing insights from all mainstream data formats in a single dialogue…

AgentSearch is a framework for powering search agents and enabling customizable local search.

Multimodal-RAG-Survey

A Survey on Multimodal Retrieval-Augmented Generation

[ICLR 2026] LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora

本教程将全面指导你如何快速搭建自己的AI应用环境，从Docker桌面版的安装与配置开…

💡 Awesome RAG: A resource of Retrieval-Augmented Generation (RAG) for LLMs, focusing on the development of…

Video Search and Streaming Agent 🕵️‍♂️

Vision-Augmented Retrieval and Generation (VARAG) - Vision first RAG Engine

Large-Language-Models

xLLM 1.0, smart crawling, knowledge graph discovery.

The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built…

rag-all-techniques

Implementation of all RAG techniques in a simpler way（以简单的方式实现所有 RAG 技术）

[CVPR 2025] EgoLife: Towards Egocentric Life Assistant

Official Python SDK for the Pinecone vector database

MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with…

Agentic RAG R1 Framework via Reinforcement Learning

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using…

RuoYi-AI 的用户前端，提供 AI 对话、智能体交互、知识库问答等功能

local-assistant-examples

Build your own ChatPDF and run it locally

RAG evaluation without the need for "golden answers"

🔥🔥DatalinkX异构数据源之间的数据同步系统，支持海量数据的增量或全量同步，同…

EpsteinFiles-RAG

A RAG pipeline implementation built on the 'Epstein Files 20K' dataset from Hugging Face (Teyler).

Optimized local inference for LLMs with HuggingFace-like APIs for quantization, vision/language models,…

Jupyter Notebooks for Mastering LLM with Advanced RAG Course

DataMate is an enterprise-level data processing platform designed for model fine-tuning and RAG retrieval.

colpali-cookbooks

Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻‍🍳

Knowledge-Base-Self-Hosting-Kit

A Docker-powered RAG system that understands the difference between code and prose. Ingest your codebase and…

Open-source, free, multi-platform, one-click deploy, AI Agent–integrated personal bookmarking…

documentation-helper

Reference implementation of a RAG-based documentation helper using LangChain, Pinecone, and Tavily..

Deep-Research-Survey

A Systematic Survey of Deep Research

Embeddable RAG library for Elixir/Phoenix with agentic pipelines and dashboard

🧠 Guide to Building RAG (Retrieval-Augmented Generation) Applications

Swift-based vector database for on-device RAG using MLTensor and MLX Embedders

[EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented…

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)

"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan…

A-Guide-to-Retrieval-Augmented-LLM

an intro to retrieval augmented large language model

🌱 Argus 是一个基于 RAG 架构的开源知识库平台，后端采用 Java 21 + Spring Boot +…

TreeSearch: Search your codebase like a human — not like a vector database. No embeddings. No chunking.…

工程化 RAG 文档助手：知识库、PDF 索引、Agent 工具编排、scope…

claude-code-agentic-rag-masterclass

Build an agentic RAG app from scratch by collaborating with Claude Code. 8-module course covering hybrid…

ICML 2026 · Plug-and-play long-term memory for LLM agents

基于 SpringAI 的 Agent 开发项目：一个面向“组织知识库 + AI 助手”的 RAG…

Claude-Code-Game-Master

Total conversion for Claude Code. Use RAG and the RPG ruleset apis to play a persistent adventure in any book…

rag-zero-hallucinations

Handling 10M+ docs using RAG with zero hallucinatons

A resource-efficient C++ vector index engine built for low-RAM production workloads

Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API

Vectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)

🔗 Famiglie affini

llms 78 embeddings 60 retrieval-augmented-generation 16 langchain 77 ollama 18 graph 20 search 7 retrieval 6

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