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Vector database models #3246

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ryscheng opened this issue Mar 12, 2025 · 1 comment
Open

Vector database models #3246

ryscheng opened this issue Mar 12, 2025 · 1 comment
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[f] Machine Learn...

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@ryscheng
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What is it?

In sqlmesh, we have 2 types of models:

  • SQL model
  • Python model that returns a dataframe

We might want to support a 3rd, which creates a vector database from a pipeline. See this doc for an example of what this looks like in other systems:
https://docs.databricks.com/aws/en/generative-ai/create-query-vector-search
@ryscheng ryscheng added this to the [f] Publish to OSO milestone Mar 12, 2025
@github-project-automation github-project-automation bot moved this to Backlog in OSO Mar 12, 2025
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linear bot commented Mar 12, 2025

OSO-509 Vector database models

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[f] Machine Learning w/pyoso MVP
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