RAG
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Open-source search and retrieval database for AI applications.
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
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.
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
An open-source RAG-based tool for chatting with your documents.
"RAG-Anything: All-in-One RAG Framework"
Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
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…
📑 PageIndex: Document Index for Reasoning-based RAG
Free universal database tool and SQL client
RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
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…
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