Pinecone RAG Pipelines RAG Tools

End-to-end RAG implementations using Pinecone as the vector database backend, focusing on indexing, storage, and retrieval workflows. Does NOT include vector database comparisons, non-Pinecone RAG systems, or domain-specific applications already categorized elsewhere.

There are 40 pinecone rag pipelines tools tracked. The highest-rated is QmiAI/Qmedia at 45/100 with 613 stars.

Get all 40 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	QmiAI/Qmedia An open-source AI content search engine designed specifically for content...	45	Emerging	613	TypeScript
2	charliewei0716/on-your-data-with-streamlit Showcase the use of Azure OpenAI's native On Your Data feature and...	33	Emerging	8	Bicep
3	ben-ogden/pinecone-rag Using Pinecone, LangChain + OpenAI for Generative Q&A with Retrieval...	32	Emerging	5	Jupyter Notebook
4	thevladdo/rag-backend Retrieval-Augmented Generation server with Pinecone and OpenAI	31	Emerging	4	HTML
5	teamunitlab/rag-document-app This FastAPI-based RAG service processes OCR data, generates embeddings...	30	Emerging	17	Python
6	mazzasaverio/fastapi-langchain-rag (Let's start with a) Scalable question-answering system utilizing FastAPI,...	29	Experimental	43	Python
7	louisbrulenaudet/deepmind-medgemma-backend Python Backend for the Solve for Healthcare & Life Sciences with Gemma Hackathon	27	Experimental	2	Python
8	OthmaneBlial/RAGify RAGify is a modern chat application that provides accurate,...	25	Experimental	5	Python
9	arsalanafzal010/SmartRAG 📄 Enable smart conversations with documents, images, and audio files using...	24	Experimental	1	Python
10	botwin-tokyo/patron-of-alexandria Patron of Alexandria is a desktop client for Librarian of Alexandria – a...	23	Experimental	—	Python
11	kulkarnishub377/Document-AI---RAG-Pipeline A production-ready, locally-hosted Retrieval-Augmented Generation (RAG)...	22	Experimental	—	Python
12	farithadnan/hotak-ai Template-based RAG knowledge assistant to upload documents, build reusable...	22	Experimental	—	TypeScript
13	iamrahulreddy/cipher This Graph RAG Application is a web-based tool that allows users to ask...	21	Experimental	4	JavaScript
14	ElanRadkin/Git-to-RAG A tool for creating and managing embeddings of code repositories in Pinecone...	17	Experimental	1	Python
15	Hanny658/RAG-with-Chroma A RAG application that could be build into your server to serve with APIs...	15	Experimental	—	TypeScript
16	Nayana-15/rag-document-qa Full-stack RAG Document Q&A — FastAPI + pgvector + OpenAI embeddings +...	14	Experimental	—	TypeScript
17	PranshuGhori/documentloader Production-ready RAG pipeline — ask questions about your docs with streaming...	14	Experimental	—	Python
18	SaiGoutham444/rag-document-chatbot Production-grade RAG chatbot with hybrid BM25+vector retrieval,...	14	Experimental	—	Python
19	Komal036/documind-rag Enterprise RAG system — upload documents and ask questions with cited...	14	Experimental	—	Python
20	Leo-QJ-Justin/resonare Worship song recommendation via RAG — feed it a sermon, keywords, or Bible...	14	Experimental	—	Python
21	ThanhHung2112/Boost-RAG-with-Question-Decomposer Boost RAG performance with question decomposer	14	Experimental	5	Shell
22	HelloShibani/HelpMate_AI Retrieval-Augmented Question Answering system for complex insurance...	13	Experimental	—	Jupyter Notebook
23	ashleysally00/optimizing-content-for-llm-retrieval Refactoring technical documentation into standalone, retrievable units...	13	Experimental	—	—
24	Faizan-Rao/rag-pdf-agent A local Retrieval-Augmented Generation (RAG) command-line agent that chats...	13	Experimental	—	JavaScript
25	EranMani/rag-doc-chat Production-style RAG: upload documents, get a streamed summary, then ask...	13	Experimental	—	Python
26	C187/Sherlock-RAG RAG application over the complete Sherlock Holmes canon. Ask questions about...	13	Experimental	—	Python
27	TashonBraganca/RAG.Question-Answer-Bot This project is a RAG Q&A bot built in a jupyter notebook. It allows users...	12	Experimental	4	Jupyter Notebook
28	zaferdurkut/python-rag-gemini-api FastAPI + ChromaDB + Gemini AI RAG system with document upload, vector...	12	Experimental	1	Python
29	DefaultPerson/vzkhelp RAG-powered Q&A assistant for IBD patients, built on 900K+ Telegram messages	11	Experimental	—	Python
30	wanadzhar913/chatbot-fastapi-rag-langchain-unstructured-pgvector This is a RAG Microservice Backend built using Redis (to cache...	11	Experimental	4	Jupyter Notebook
31	mominalix/Create-long-documents-using-AI Create long documents through RAG and Chain of thought by using Langchain,...	11	Experimental	4	Python
32	lmg1404/mpmd_rag A RAG Application that allows users to chat with the More Plate More Dates...	11	Experimental	—	Python
33	prikeshsavla/ask-geeta People in Hindu philosophy say, all the questions about life can be answered...	11	Experimental	—	JavaScript
34	KemingHe/notebooks-scraperapi-pinecone ⚠️ [Archived] ⚠️ Web-crawling notebooks to extract, process, and provide...	11	Experimental	—	Jupyter Notebook
35	chandansoren/RAG-Model-for-QA-Bot Developed a Retrieval-Augmented Generation (RAG) model for a Question...	11	Experimental	—	—
36	AhmettYalcin/Scalable-and-Real-Time-RAG-System-with-Open-AI A real-time data transfer and RAG-based question-answering system using...	11	Experimental	—	Jupyter Notebook
37	nickySmack/rag-pdf-vectorstore-updater-and-retreiver A lightweight toolkit for managing and querying a Pinecone vectorstore with...	11	Experimental	—	Python
38	chaitra-samant/GitOracle A RAG based system which helps simplify complex codebases for contributors....	10	Experimental	1	JavaScript
39	iamfaham/dev-docs-rag A RAG system that transforms any developer documentation into an intelligent...	10	Experimental	1	Jupyter Notebook
40	Davileal/sample-rag-agent A simple RAG (Retrieval-Augmented Generation) project that loads a PDF into...	10	Experimental	1	JavaScript