OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.

An open source, modular, lightweight, and extensible RAG application stack, designed for anyone and everyone.

Official Code for Oᴘᴇɴ-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models (EMNLP Findings 2024)

Multi-strategy RAG system achieving 74% Recall@10 on MultiHop-RAG. Combines RAPTOR hierarchical retrieval, knowledge graphs, HyDE, BM25, and Cohere neural reranking.

OpenRAG was developped by the innovation team at Meritis. The goal of OpenRAG is to provide an intuitive tool to help users decide which RAG method, amongst the large number of existing techniques, is most appropriated to ist own use case and data. For further question contact us using the following form : https://meritis.fr/expertise/innovation-ia

Prompt-only RAG with strict citations for in-context documents | 面向上下文内文档的纯 Prompt 引用型 RAG Skill

Open-source Generative AI (GenAI) application designed to provide users with the flexibility and power to work with various open-source large language models (LLMs).

An open-source, versatile Retrieve Augmented Generation model for efficient processing and analysis of PDF documents, fostering transparency and ethical AI use.

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openrag = ollama + dspy + chroma

Due to some technical issue this repository is not full updated , fully updated repository is owned by OpenRAG, but some brief information I have mentioned in ReadMe file.

open source rag model pipelines with llamaindex

Local RAG memory system connecting OpenClaw to Obsidian vaults via MCP, featuring real-time markdown indexing, ChromaDB vector storage, and multi-provider LLM synthesis.

Tiny version for RAG system

Open-Source Universal Knowledge Intelligence Framework - multimodal RAG with declarative pipelines and enterprise-grade access control.

Open, self-hostable retrieval-augmented generation (RAG) for your private documents.

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Enterprise Reasoning-Augmented Generation (RAG+) Platform using Next.js, FastAPI, LangGraph, and AWS Serverless.

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A modified version of LangVault with several frontend enhancements, developed during my internship at OpenRAG

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OpenRAG User Manager

One-command open-webui compatible local RAG for codebases. Auto-indexes your project, respects .gitignore, provides query API. Zero config, pure Python, no Docker. Built for open-webui

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