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Feat: Add Hybrid search support via BM25S and RRF [stale] #5

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@bhavnicksm bhavnicksm commented Dec 10, 2024

This pull request introduces hybrid search capabilities to the korok library by integrating the BM25S model into the Pipeline class of korok, and fusing the results from vicinity and bm25s, via rrf.

bhavnicksm and others added 10 commits December 11, 2024 01:29
…ration

- Added support for optional BM25S model in the Pipeline class.
- Introduced methods for checking and importing hybrid components.
- Implemented result fusion between BM25S and vicinity models.
- Updated the fit method to accommodate hybrid search option.
- Added a trailing comma to the bm25s parameter for consistency and improved readability.
This reverts commit 82ed52c, reversing
changes made to 0c86f24.
…ration

- Added support for optional BM25S model in the Pipeline class.
- Introduced methods for checking and importing hybrid components.
- Implemented result fusion between BM25S and vicinity models.
- Updated the fit method to accommodate hybrid search option.
- Added a trailing comma to the bm25s parameter for consistency and improved readability.
This reverts commit 82ed52c, reversing
changes made to 0c86f24.
@bhavnicksm bhavnicksm changed the title Feat: Add Hybrid search support via BM25S and RRF Feat: Add Hybrid search support via BM25S and RRF [stale] Dec 19, 2024
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Closing PR since it's stale... will start a new PR for this!

@bhavnicksm bhavnicksm closed this Dec 19, 2024
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