If you have documents with the answers you're looking for, why not search the documents directly? Why are you embedding the documents then using #RAG (Retrieval Augmenter Generation) to make a large language model give you answers? An LLM generates text, it doesn't search a DB to give you results. So just search the damn DB directly, we already have great search algorithms with O(1) retrieval speeds! #LLMs are so stupid.
@savvykenya Most jobs are fine with mediocre answers. If a new employee needs to know something and doesn’t know where to look, that’s a pretty good use-case for RAG.
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