Postgres Vector Rag RAG Tools

There are 28 postgres vector rag tools tracked. 1 score above 50 (established tier). The highest-rated is aws-samples/aws-genai-llm-chatbot at 61/100 with 1,376 stars.

Get all 28 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=rag&subcategory=postgres-vector-rag&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	aws-samples/aws-genai-llm-chatbot A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG...	61	Established	1,376	TypeScript
2	Aquiles-ai/Aquiles-RAG Is a high-performance Augmented Recovery-Generation (RAG) solution based on...	43	Emerging	30	Python
3	tavily-ai/crawl2rag Crawl any website with Tavily, embed the content, and deploy the RAG on...	42	Emerging	47	TypeScript
4	neondatabase/pgrag Postgres extensions to support end-to-end Retrieval-Augmented Generation...	38	Emerging	95	Rust
5	mithun50/groq-rag Extended Groq SDK with RAG (Retrieval-Augmented Generation), web browsing,...	33	Emerging	4	TypeScript
6	redis-developer/llm-redisrail RAG with Redis. Parallel implementations with/without guardrails.	31	Emerging	4	Python
7	mabuonomo/ollama-rag-nodejs This is a simple example of how to use the Ollama RAG (retrieval augmented...	26	Experimental	9	TypeScript
8	igna-s/VaultMind-AI-RAG-Banking-Agent Full-stack AI-powered RAG application for banking and financial knowledge...	23	Experimental	2	Python
9	khubaib-ctrl/rag-core Minimal, elegant RAG framework for TypeScript (minimum dependencies,...	21	Experimental	—	TypeScript
10	gabaoun/Project-Aether Highly resilient, event-driven RAG engine using LlamaIndex Workflows, Redis...	21	Experimental	—	Python
11	whmatrix/whmatrix.github.io Portfolio and routing surface for protocol-governed semantic indexing and...	21	Experimental	—	HTML
12	donadviser/advanced-rag-mongodb-vector-search Advanced Retrieval-Augmented Generation (RAG) pipeline using MongoDB Atlas...	21	Experimental	—	Jupyter Notebook
13	Zweer/FlowRAG 🌊 TypeScript RAG library with knowledge graph support — batch indexing,...	21	Experimental	—	TypeScript
14	ElliotOne/nl-rag-pgvector-company-docs A web application demonstrating Retrieval-Augmented Generation (RAG) for...	20	Experimental	1	C#
15	jwalsh/aws-genai-rag-workshop-2025 Comprehensive AWS GenAI workshop covering RAG pipelines, advanced retrieval...	18	Experimental	1	Python
16	rukmini-17/cf_ai_second_brain A full-stack RAG agent built on Cloudflare Workers, Durable Objects, and...	17	Experimental	—	TypeScript
17	gapor94/php-rag-symfony-example Symfony RAG implementation featuring local embeddings with Ollama and...	16	Experimental	4	PHP
18	PRODHOSH/rag-document-qa-bot FlashFetch: RAG-powered document Q&A system from the Synthetix Hackathon...	15	Experimental	—	TypeScript
19	IvanlcOS/qrag.dev RAG system for Q# quantum programming. Scrapes QDK examples, embeds with...	14	Experimental	—	TypeScript
20	sairam676/rag-backend RAG backend with MiniLM embeddings, hybrid retrieval, and Groq LLM integration	14	Experimental	—	JavaScript
21	IronSyd/Production-Ready-RAG-System Production-ready RAG API on Cloudflare Workers using Workers AI and...	14	Experimental	—	TypeScript
22	guspaz0/ts-RAG Typescript RAG system that parses PDF files, creates embeddings and stores...	13	Experimental	—	TypeScript
23	offlabel-scaffolds/scaffold-rag-app RAG application with pgvector, LangChain, and embeddings	13	Experimental	—	Python
24	bluntbrain/rag-supabase-ts A Retrieval-Augmented Generation (RAG) system built with TypeScript,...	13	Experimental	—	TypeScript
25	girijashankarj/garry-rag-repo-harness RAG system that indexes GitHub repos and searches with citations. React,...	13	Experimental	—	TypeScript
26	andrewschenck/ragl Vector Storage and Retrieval for RAG	13	Experimental	—	Python
27	AKteen/AI-shopping-expert RAG based project, using Python+Postgre+FastAPI with Groq LLM, Hugging face...	12	Experimental	1	Python
28	FredyRivera-dev/RAG-FastAPI-Server RAG-FastAPI-Server is an API server for managing a lightweight...	10	Experimental	1	Python