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Add DB adapter for Weaviate (vector db) #7

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tiadams opened this issue Feb 26, 2024 · 2 comments · Fixed by #6
Closed
6 tasks

Add DB adapter for Weaviate (vector db) #7

tiadams opened this issue Feb 26, 2024 · 2 comments · Fixed by #6
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enhancement New feature or request

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@tiadams
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tiadams commented Feb 26, 2024

Implement a DB adapter for weaviate:
https://weaviate.io/developers/weaviate

Use the lokal in memory / file based DB in a first implementation

It should be possible to:

Store a computed embedding together with

  • A terminology label / ID (String)
  • Label of the Model used for generating this embedding (String)
  • The original String
  • A concept label / ID (String)

Retrieve an embedding

  • Based on the highest (cosine) similarity
  • Up to limit=n most similar vectors

Retrieve limit=n Random vectors from the DB for visualiazion

@tiadams tiadams added the enhancement New feature or request label Apr 9, 2024
@tiadams tiadams changed the title Add DB adapter for Neo4J (vector db) Add DB adapter for Weaviate (vector db) May 6, 2024
@tiadams
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tiadams commented Jun 1, 2024

@mehmetcanay if you have time and are up to it

@mehmetcanay
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Also store:

  • the embedding model

@tiadams tiadams transferred this issue from SCAI-BIO/index Jul 15, 2024
@tiadams tiadams linked a pull request Jul 15, 2024 that will close this issue
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