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npmaiecosystem / NPM-Rag-API-Framework

A powerful FastAPI-based multi-modal ingestion system that processes PDFs, scanned documents, images, videos, YouTube links, and text files — then optionally performs semantic retrieval using FAISS + HuggingFace embeddings and refines answers using an LLM (Ollama via NPMAI).

rag cloud- rag-pipeline npmai

Updated Mar 19, 2026
Python

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