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feat: Qdrant storage connector #1023

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feat: Qdrant storage connector #1023

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Anush008
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@Anush008 Anush008 commented Feb 17, 2024

Description

This PR adds support for Qdrant - https://qdrant.tech/ to be used as a storage connector.

Tests

  • Tests have been configured using a Qdrant server at port 6333 for tests/test_storage.py and tests/load_archival.py.
  • A CI service has been set up to launch Qdrant.

If a Qdrant instance is not running or the client library is not installed the Qdrant tests are skipped.

To run Qdrant server

docker run -p 6333:6333 qdrant/qdrant

@Anush008
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Hi @cpacker. Could you please take a look when possible please?

tests/test_load_archival.py Outdated Show resolved Hide resolved
@sarahwooders
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Thanks for submitting this PR! We are happy to support more storage backends, however since we are a fairly small team, we ask that external contributors continue to maintain their storage integrations over time. MemGPT is under active development, so it's possible that the storage connectors will need to be refactored or modified in the future, and our team can only commit to maintaining the default storage connectors.

@Anush008
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@sarahwooders, the tests still seem to require OpenAI credentials.

@Anush008
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Hi, @sarahwooders. I've rechecked the implementation as per recent updates. Please take a look when possible.

@Anush008
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An update.

  • The dependency on the qdrant-client library is now optional with a qdrant extra.
  • Updated and verified the tests.
  • Qdrant container for CI is set up.

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