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Prompt-driven vector search with LLMs

https://github.com/neuml/txtai

by txtai • 3 years ago

28 5 3 years ago

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txtai3• 3 years ago

Link to example: https://neuml.hashnode.dev/prompt-driven-search-with-llms

jcq3• 3 years ago

Quite similar result than fine tuned gpt with embeddings no?

txtai3• 3 years ago

This example isn't using gpt embeddings but it could. It's using local Hugging Face models (FLAN-T5) with a context provided by a vector store (Faiss).

thro1• 3 years ago

If I would like to use small but trusted knowledge models with some big language model regardles how silly is the second to get verifiable answers only - are those the ways for doing this ? - or better shall I look for some other approaches - maybe like this one: https://openreview.net/forum?id=Plr5l7r0jY6 Language model with Plug-in Knowldge Memory ?

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