New ask Hacker News story: Ask HN: What's the state of LLM knowledge retrieval in Jan 2024?

Ask HN: What's the state of LLM knowledge retrieval in Jan 2024?
4 by chenxi9649 | 0 comments on Hacker News.
Say I have a huge corpus of unstructured data. What's the most effective way to get a model that can product great answers on that data? Is RAG is still the way to go? Should one fine tune the model on top of that data as well? It seems that getting RAG to work well requires a lot of optimization. Are there many drag n drop solutions that work well? I know the open AI assistant API has a built-in knowledge retrieval, anyone has experience how good that is compared to other methods? or is it better to pre train a custom model and instruct train it? Would love to know what you guys are all doing!

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