FAISS Semantic Search Embedding Tools

Tools implementing FAISS-based vector indexing with semantic search and embedding pipelines for document retrieval. Includes FastAPI backends, multi-vector stores, and production RAG pipelines. Does NOT include specialized vector databases (Pinecone, Qdrant, Chroma) as primary stores, domain-specific RAG (legal, biomedical), or chatbot interfaces.

There are 31 faiss semantic search tools tracked. The highest-rated is ThomasJButler/Morpheus at 41/100 with 5 stars.

Get all 31 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	ThomasJButler/Morpheus An intelligent document reasoning system with a Matrix-themed interface.	41	Emerging	5	Python
2	Cerno-AI/Cerno-Insight High-performance RAG system for intelligent document Q&A with hybrid...	34	Emerging	3	Python
3	kaumnen/lumen Leveraging RAG, MCPs and Amazon Nova LLMs for Efficient AWS Documentation Queries	30	Emerging	1	Python
4	z-aqib/Product-Review-Analyzer End-to-end Amazon Product Review RAG + LLMOps pipeline for product...	26	Experimental	1	HTML
5	qingni/rag-pipeline-hub Full-stack RAG platform for document loading, smart chunking, embedding,...	24	Experimental	1	Python
6	Rupeshbhardwaj002/Hybrid-RAG-Qwen-FAISS-XGBoost Hybrid RAG pipeline with Qwen LLM, FAISS vector search, and XGBoost...	23	Experimental	1	Jupyter Notebook
7	MukundaKatta/chitragupta Chitragupta — Document RAG Pipeline. Document indexing and RAG pipeline	22	Experimental	—	Python
8	vidit18s/Keyword-Indexing-of-Subtitled-Videos A Hybrid Semantic Video Search & RAG System using MPNet for retrieval and...	21	Experimental	—	Python
9	alrod-dev/rag-engine Document Intelligence RAG System — Upload documents, query with natural...	21	Experimental	—	Python
10	mtnvencenzo/cezzis-com-cocktails-aisearch FastAPI backend for semantic cocktail search and conversational AI, powering...	21	Experimental	—	Python
11	ImRanjbar/FastAPI-RAG-Pipeline A FastAPI-powered RAG pipeline that answers questions about France using...	19	Experimental	2	Python
12	MathRC/knowledge-assistant A RAG-powered knowledge assistant that answers style guide questions for...	17	Experimental	—	Jupyter Notebook
13	towseef41/RAG-Based-Knowledge-Assistant A modular Retrieval-Augmented Generation (RAG) pipeline with ingestion,...	17	Experimental	—	Python
14	vishvatech23/rag-qdrant-pipeline Retrieval-Augmented Generation (RAG) pipeline using FastAPI, Sentence...	17	Experimental	—	Python
15	ShubhammS18/End-to-End-LocalRAG Production-oriented local RAG system with FAISS, FastAPI, and Docker,...	15	Experimental	—	Python
16	kunalmaurya-17-24/ECCN-Classifier-API-Trademo 🚀 Production-grade ECCN Classifier using a Hybrid RAG pipeline (FAISS +...	15	Experimental	—	Python
17	adityavashistha5479/ai-knowledge-engine RAG-based AI system for querying PDFs with semantic search, streaming...	14	Experimental	—	TypeScript
18	sparkup/cultural-events-rag-assistant Cultural events RAG assistant using OpenAgenda data, FAISS, and Mistral....	14	Experimental	1	Python
19	samratrajsharma/EchoMind---Real-time-voice-AI-agent-with-RAG EchoMind is an AI-powered voice document assistant that leverages hybrid RAG...	14	Experimental	—	Python
20	KishoreMuruganantham/6S-Consulting-PDF-RAG-System FastAPI backend for AI-powered PDF context search and Q&A. Ingest any PDF,...	13	Experimental	—	Jupyter Notebook
21	rachita-nanda/RAG-ML-Companion Scalable RAG-based ML knowledge assistant leveraging transformer embeddings,...	13	Experimental	—	Python
22	sarpbilgic/emu-rag RAG api for university regulations	13	Experimental	—	Python
23	kartikpadayachi14/rag-azure-ai-system RAG system built using FastAPI, Sentence Transformers, and HuggingFace...	13	Experimental	—	Python
24	jmelodywalker/ContextEval RAG system lets you query your own documents and get answers only when the...	13	Experimental	—	Python
25	MohammedYaseenAhmedKhan/Enterprise-Documentaion-QA Production-style Retrieval-Augmented Generation (RAG) system for querying...	13	Experimental	—	Python
26	ShinyPhoenix000/rag-coding-helper RAG-Powered Coding Helper is a Python tool that uses Retrieval-Augmented...	13	Experimental	—	Python
27	Fran-Vazquez/cultural-events-rag-assistant 🎭 Build a local RAG assistant that answers cultural event questions using...	13	Experimental	—	Python
28	ZaidK07/Product-Insight-System This is a showcase of RAG(Retrieval Augmented Generation). Products are...	12	Experimental	1	Python
29	nsourlos/RAG_gmail 🔍 Intelligent semantic search for email archives using RAG, multilingual...	12	Experimental	1	Jupyter Notebook
30	konstzv/rag-indexing RAG Document Indexing Pipeline - Convert text documents into searchable...	12	Experimental	1	Kotlin
31	wbott/rag-movie-rec-redux Conversational movie recommendation system powered by RAG architecture with...	10	Experimental	1	Python

Comparisons in this category

Cerno-Insight and rag-engine (34 vs 21)