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Automatically choose which collection to search when client doesn't specify #24

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nickthecook opened this issue Apr 10, 2024 · 0 comments
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5 tasks

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@nickthecook
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Both global search in the UI and /v1/search should have a technique for automatically selecting the collection to search.

Initial implementation

  • change Collection creation so it goes through a form instead of being implicit create with edit-later
  • add summary field with help text and examples that tell the user how to create a meaningful summary
  • when a global search request is received, ask an LLM which Collection, based on their summaries, the query is most related to OR create a ChromaDB collection of summaries and use a similarity search
  • use this new CollectionSelector service in UI global search
  • use this new CollectionSelector service in API search
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