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Of course. “Retrieval” in RAG doesn’t require a special kind of retriever. As long as the relevance is tuned for the top documents to seed the prompt context,
by binarymax 3y ago
Of course. “Retrieval” in RAG doesn’t require a special kind of retriever. As long as the relevance is tuned for the top documents to seed the prompt context, it doesn’t matter what kind of search backend you use.
- treprinum 3y agoAgreed though R in RAG typically means specifically vector search. Not sure how this was called before vector DBs were popularized by LLaMAIndex, probably just retrieval systems with LLMs.
- binarymax 3y agoThat's not true. Information Retrieval needs much more than vector search. I've contributed to a book on the subject: https://aipoweredsearch.com https://aipoweredsearch.com
- QuantumGood 3y agoAny more info? The book's not published yet, I see.