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For standard datasets we use OpenAI ada embeddings, for hybrid its instructor + SPLADE. The HyDE toggle in the context variable feeds the query to a prompt firs
by andrewlu0 4y ago
For standard datasets we use OpenAI ada embeddings, for hybrid its instructor + SPLADE. The HyDE toggle in the context variable feeds the query to a prompt first ("Generate a document that answers..."), before embedding. I think in the paper they use the contriever embedding model but we just use the ones supported on our platform
- ttul 4y agoI think we will be hearing a lot more about HyDE. It’s a neat trick.