Commit Graph

3 Commits

Author SHA1 Message Date
Rafael dos Santos Silva 5c50d2aa09
FEATURE: Use stop_sequences for faster HyDE searches with Claude (#203) 2023-09-06 10:06:31 -03:00
Rafael dos Santos Silva 4b42c09814
FEATURE: Tweak HyDE prompts for better grounding in forum subject and limit response size (#200)
* FEATURE: Tweak HyDE prompts for better grounding in forum subject and limit response size

* fix test

* lint
2023-09-05 16:11:07 -03:00
Rafael dos Santos Silva 2c0f535bab
FEATURE: HyDE-powered semantic search. (#136)
* FEATURE: HyDE-powered semantic search.

It relies on the new outlet added on discourse/discourse#23390 to display semantic search results in an unobtrusive way.

We'll use a HyDE-backed approach for semantic search, which consists on generating an hypothetical document from a given keywords, which gets transformed into a vector and used in a asymmetric similarity topic search.

This PR also reorganizes the internals to have less moving parts, maintaining one hierarchy of DAOish classes for vector-related operations like transformations and querying.

Completions and vectors created by HyDE will remain cached on Redis for now, but we could later use Postgres instead.

* Missing translation and rate limiting

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Co-authored-by: Roman Rizzi <rizziromanalejandro@gmail.com>
2023-09-05 11:08:23 -03:00