Prompt-driven vector search with LLMs (opens in new tab)

(github.com)

28 pointstxtai3y ago5 comments

5 comments

4 comments · 2 top-level

jcq33y ago· 2 in thread

Quite similar result than fine tuned gpt with embeddings no?

txtaiOP3y 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).

thro13y 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 ?

1 more reply

txtaiOP3y ago

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

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5 comments

4 comments · 2 top-level

jcq33y ago· 2 in thread

Quite similar result than fine tuned gpt with embeddings no?

txtaiOP3y 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).

thro13y ago

1 more reply

txtaiOP3y ago

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

j / k navigate · click thread line to collapse