community: add support for sentence window retrieval in Qdrant.py by enabling integer ids when using Qdrant.from_texts(....)

[sagarvadodaria]

• [ ] PR message:

  • Description: This PR is a prerequisite for a future PR (i will share shortly) about sentence window retrieval using Qdrant. In this PR we are just making the parameter 'ids' in the methods like 'Qdrant.from_texts()' to accept both list of string / int as it is supported by Qdrant itself.
  • Issue: Didn't create any issues for this feature and i did not find existing issues either.
  • Dependencies: None
  • Twitter handle: @sagar_vadodaria

• [ ] Add tests and docs:

  1. added integration test based on existing tests that use string based UUIDs,
  2. Updated the example notebook (docs/docs/integrations/vectorstores/qdrant.ipynb) showing its use.

• [ ] Lint and test:

  1. Run make format ==> No errors
  2. make lint ==> No errors
  3. make test ===> No errors

If no one reviews your PR within a few days, please @-mention one of baskaryan, efriis, eyurtsev, hwchase17.

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[sagarvadodaria]

@baskaryan / @efriis / @eyurtsev , just wanted to bring this PR to your attention. This adds a new chunk_window_retrieval_search for Qdrant which is based on sentence window.

[sagarvadodaria]

@baskaryan / @efriis / @eyurtsev , just wanted to bring this PR to your attention. This adds a new chunk_window_retrieval_search for Qdrant which is based on sentence window.

@baskaryan / @efriis / @eyurtsev

Hello again, just wanted to check if we can hear your thoughts about this, so that we can plan accordingly. Do you agree with this approach or this has no chance. Either way, it would help us decide our design. At the bare minimum we should add the support for adding Integers as PointIds in Qdrant. At this point, Qdrant.fromtexts(..) method only accepts List of String. Any reason not to accept List of Integers as well since Qdrant does support that?