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Support for having multiple indexes in a VectorStore #1

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@vaaale vaaale commented Nov 15, 2024

Description

This is a Proof Of Concept for supporting multiple vector indexes in a vector store.
The purpose is to make the behavior more intuitive as well as opening up for building more complex index structures, more easily.

This will work as expected now:
patient_index = VectorStore.from_documents(patient_records)
hospital_procedures_index = VectorStore.from_documents(hospital_procedures_docs)

Fixes run-llama#16945

New Package?

Did I fill in the tool.llamahub section in the pyproject.toml and provide a detailed README.md for my new integration or package?

  • Yes
  • No

Version Bump?

Did I bump the version in the pyproject.toml file of the package I am updating? (Except for the llama-index-core package)

  • Yes
  • No

Type of Change

Please delete options that are not relevant.

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

How Has This Been Tested?

Your pull-request will likely not be merged unless it is covered by some form of impactful unit testing.

  • I added new unit tests to cover this change
  • I believe this change is already covered by existing unit tests

Suggested Checklist:

  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • I have added Google Colab support for the newly added notebooks.
  • My changes generate no new warnings
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes
  • I ran make format; make lint to appease the lint gods

@vaaale vaaale closed this Nov 15, 2024
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[Feature Request]: Suport for having multiple Vector Indexes in a single Vector Store
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