[Cosmos] Hybrid Search query pipeline#38275
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annatisch
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Nov 14, 2024
Co-authored-by: Anna Tisch <antisch@microsoft.com>
FabianMeiswinkel
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xinlian12
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l0lawrence
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Feb 19, 2025
* Create hybrid_search_aggregator.py * others * Update execution_dispatcher.py * Update execution_dispatcher.py * sync changes, need to look at vector + FTS/ skip + take * async pipeline * account for skip/take and simplify logics * small hack for now * fixing top/limit logic * return only payload * fix hack * pylint * simplifying further * small changes * adds readme, buffer limit, simplifies * simplify async, CI green * Update hybrid_search_aggregator.py * Update sdk/cosmos/azure-cosmos/README.md Co-authored-by: Anna Tisch <antisch@microsoft.com> * update variable name * add sync and async tests * Update README.md * simplifications, test fixes * add wrong query tests * pylint/cspell * Update CHANGELOG.md * small changes * test updates * Update hybrid_search_data.py * cspell, samples * change tops * address comments * Update hybrid_search_aggregator.py * update pipeline description * Update CHANGELOG.md * Update CHANGELOG.md --------- Co-authored-by: Anna Tisch <antisch@microsoft.com>
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Adds support for performing full text search queries through the introduction of the hybrid search query pipeline. This consists of the newly added
hybrid_search_aggregator, which performs the necessary query steps to obtain the needed results.With these changes, the SDK can now interpret queries utilizing key functions like
FullTextContains(),FullTextContainsAll(),FullTextContainsAny(),Order By Rank <FullTextFunction>(), andOrder By Rank RRF().The design doc for the implementation can be found here: Hybrid Search Doc.
The new README in this PR also has additional information.
Still missing in this PR at the moment: