Sohu Tech Products
Nov 27, 2024 · Artificial Intelligence
RAG Technology and Practical Application in Multi-Modal Query: Using Chinese-CLIP and Redis Search
The article explains how Retrieval‑Augmented Generation (RAG) outperforms direct LLM inference by enabling real‑time knowledge updates and lower costs, and demonstrates a practical multi‑modal RAG pipeline that uses Chinese‑CLIP for vector encoding, various chunking strategies, and Redis Search for fast vector storage and retrieval.
Chinese CLIPChunkingLLM
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