RAG, Search & Knowledge

Vector DBs, semantic search, RAG pipelines

25 tools ยท All-time leaderboard

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๐Ÿ† Top 25 in RAG, Search & Knowledge

๐Ÿฅ‡
GitHub

langchain

The agent engineering platform.

โ˜… 139,626 votes
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๐Ÿฅˆ
GitHub

firecrawl

The API to search, scrape, and interact with the web at scale. ๐Ÿ”ฅ

โ˜… 134,466 votes
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GitHub

milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

โ˜… 44,833 votes
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#4
GitHub

quivr

Opiniated RAG for integrating GenAI in your apps ๐Ÿง  Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore:...

โ˜… 39,166 votes
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#5
GitHub

Langchain-Chatchat

Langchain-Chatchat๏ผˆๅŽŸLangchain-ChatGLM๏ผ‰ๅŸบไบŽ Langchain ไธŽ ChatGLM, Qwen ไธŽ Llama ็ญ‰่ฏญ่จ€ๆจกๅž‹็š„ RAG ไธŽ Agent ๅบ”็”จ | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Ll...

โ˜… 38,187 votes
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#6
GitHub

Retrieval-based-Voice-Conversion-WebUI

Easily train a good VC model with voice data <= 10 mins!

โ˜… 36,052 votes
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#7
GitHub

qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

โ˜… 32,436 votes
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#8
GitHub

FastGPT

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, letti...

โ˜… 28,521 votes
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#9
GitHub

chroma

Search infrastructure for AI

โ˜… 28,474 votes
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#10
GitHub

semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

โ˜… 28,156 votes
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#11
GitHub

llama-cookbook

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model f...

โ˜… 18,365 votes
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#12
GitHub

DocsGPT

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.

โ˜… 17,941 votes
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#13
GitHub

Qwen-Agent

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

โ˜… 16,577 votes
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#14
GitHub

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c...

โ˜… 16,346 votes
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#15
GitHub

memvid

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

โ˜… 15,667 votes
๐Ÿ’ฌ 0
#16
GitHub

headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

โ˜… 9,766 votes
๐Ÿ’ฌ 308
๐Ÿ“… 2d
#17
GitHub

last30days-skill

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

โ˜… 7,226 votes
๐Ÿ’ฌ 54
๐Ÿ“… 2d
#18
GitHub

Agent-Reach

Give your AI agent eyes to see the entire internet. Read &amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu โ€” one CLI, zero API fees.

โ˜… 6,855 votes
๐Ÿ’ฌ 71
๐Ÿ“… 2d
#19
GitHub

agentsview

Local-first session search, analytics, insights, and token use statistics for coding agents, supporting Claude Code, Codex, and more than 20 other agents.

โ˜… 1,445 votes
๐Ÿ’ฌ 78
๐Ÿ“… 1d
#20
GitHub

pixel2motion

AI logo animation skill: turn raster logos into smooth SVG animation, animated HTML demos, GIF/video previews, and motion QA evidence.

โ˜… 787 votes
๐Ÿ’ฌ 4
๐Ÿ“… 2d
#21
GitHub

python-sdk

The Pinecone Python client

โ˜… 447 votes
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#22
GitHub

zvec

A lightweight, lightning-fast, in-process vector database

โ˜… 435 votes
๐Ÿ’ฌ 59
๐Ÿ“… 1d
#23
Product Hunt

Jesse

Sales teams have been stuck with stale databases for 15 years. Jesse changes everything.. the first internet-wide search engine built for sales & marketing. Ask in plain English: "Find newly ...

โ˜… 199 votes
๐Ÿ’ฌ 50
๐Ÿ“… 1d
#24
Product Hunt

Cliptop

Cliptop is a fast, local-first clipboard manager for Mac. Open it from the notch or menu bar, search recent copies, preview text, links, code, images, files, and colors, save key items to Pinboards, a...

โ˜… 96 votes
๐Ÿ’ฌ 13
๐Ÿ“… 1d
#25
GitHub

Educational_RAG_System

้ขๅ‘ๆ•™่‚ฒๅœบๆ™ฏ็š„RAGๆ™บ่ƒฝ้—ฎ็ญ”็ณป็ปŸ๏ผŒ่žๅˆๅ…ณ้”ฎ่ฏๅŒน้…ไธŽ่ฏญไน‰ๆฃ€็ดขๅŒๅผ•ๆ“Ž๏ผŒ่žๅˆMySQLๅ’ŒRAGๆŠ€ๆœฏ๏ผŒๅ…ˆ็ป่ฟ‡MySQLๆ•ฐๆฎๅบ“็š„ๆฃ€็ดข(่ฟ˜่žๅˆไบ†Redis่พ…ๅŠฉๅ‚จๅญ˜ๅ’Œๆœ็ดข)๏ผŒ่‹ฅๆ— ็ฌฆๅˆๆกไปถ็ญ”ๆกˆ๏ผŒๅˆ™่ฟ›ๅ…ฅRAG็ณป็ปŸ๏ผŒRAG็Ÿฅ่ฏ†ๅบ“ไธญ็š„็Ÿฅ่ฏ†ๅ‚จๅญ˜ๅœจMilvusๅ‘้‡ๆ•ฐๆฎๅบ“ไธญ

โ˜… 75 votes
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๐Ÿ“… 1d