feat: Concept Generation #84
Open
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
zhuohangu
requested review from
Copilot and
mdr223
and removed request for
Copilot
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
concept_generator.pyimplements LLM-based concept generation with two modes:DIRECT: generates a deduped list of “final concepts” from a list of queries.
TWO_STAGE [DEFAULT]: per-query concept generation → SentenceTransformer embeddings + KMeans clustering → LLM centroid generation.
It persists results to a JSON artifact (including intermediate outputs for TWO_STAGE) and includes a minimal QUEST runnable example.