Leon1207/Video-RAG-master
✨✨[NeurIPS 2025] This is the official implementation of our paper "Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension"
Combines retrieval-augmented generation with multimodal auxiliary text extraction (OCR, ASR, object detection via open-source tools like EasyOCR and spaCy) to augment long video understanding in LVLMs. The training-free, plug-and-play pipeline integrates with LLaVA-NeXT and other video language models, using FAISS for efficient text retrieval to inject visually-aligned context into model inference without requiring commercial APIs.
404 stars.
Stars
404
Forks
39
Language
Python
License
—
Category
Last pushed
Jan 14, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/Leon1207/Video-RAG-master"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
AnswerDotAI/byaldi
Use late-interaction multi-modal models such as ColPali in just a few lines of code.
illuin-tech/colpali
The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.
jolibrain/colette
Multimodal RAG to search and interact locally with technical documents of any kind
nannib/nbmultirag
Un framework in Italiano ed Inglese, che permette di chattare con i propri documenti in RAG,...
OpenBMB/VisRAG
Parsing-free RAG supported by VLMs