LanceDB Integration

[parshvadaftari]

Description

Add LanceDB as Vectorstore.

Fixes #2212

Type of change

Please delete options that are not relevant.

• [x] New feature (non-breaking change which adds functionality)
• [x] Refactor (does not change functionality, e.g. code style improvements, linting)
• [x] Documentation update

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

Please delete options that are not relevant.

• [x] Unit Test
• [x] Test Script

Checklist:

• [x] My code follows the style guidelines of this project
• [x] I have performed a self-review of my own code
• [x] I have commented my code, particularly in hard-to-understand areas
• [x] I have made corresponding changes to the documentation
• [x] My changes generate no new warnings
• [x] I have added tests that prove my fix is effective or that my feature works
• [x] New and existing unit tests pass locally with my changes
• [x] Any dependent changes have been merged and published in downstream modules
• [x] I have checked my code and corrected any misspellings

Maintainer Checklist

• [x] closes #2212
• [x] Made sure Checks passed

[parshvadaftari]

@Dev-Khant I've runned the tests locally by make test command. The tests are failing here due to cached env and hence it's skipping the dependency installation which does not install the newer ones. Can you help me out here?

[EricAVigo]

Hi team, I'm interested in this LanceDB integration. What's the current status and is there anything I can do to help move it forward?

[parshvadaftari]

Closing this PR, you can reference new updated PR for lancedb integration here -> #3018