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Stars

RAG

Vector database, embedded model, etc.
19 repositories

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Jupyter Notebook 32,022 3,864 Updated Jul 23, 2024

Open-source search and retrieval database for AI applications.

Rust 25,060 1,975 Updated Dec 21, 2025

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

Python 22,034 2,454 Updated Oct 2, 2025

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

Python 21,972 2,099 Updated Nov 20, 2025

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

Python 17,534 1,967 Updated Dec 19, 2025
Jupyter Notebook 6,098 1,613 Updated Jun 26, 2025

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Python 22,876 2,241 Updated Oct 28, 2025

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Python 50,738 1,454 Updated Dec 20, 2025

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

Python 24,775 2,045 Updated Jul 4, 2025

"RAG-Anything: All-in-One RAG Framework"

Python 11,195 1,328 Updated Dec 8, 2025

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

Python 50,757 4,209 Updated Dec 16, 2025

LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

Go 9,637 1,044 Updated Dec 19, 2025

Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, an…

TypeScript 20,861 1,127 Updated Dec 20, 2025

📑 PageIndex: Document Index for Reasoning-based RAG

Jupyter Notebook 4,326 338 Updated Dec 20, 2025

Free universal database tool and SQL client

Java 47,883 3,978 Updated Dec 19, 2025

RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

Python 5,029 503 Updated Dec 20, 2025

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python 26,174 3,751 Updated Dec 20, 2025

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, le…

TypeScript 26,632 6,839 Updated Dec 20, 2025

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Python 70,138 7,612 Updated Dec 19, 2025