Add Thesaurus API and Synonym Index Handling in Search #268
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Looks mostly ok to me. One comment around naming/commentary.
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Thanks @CascadingRadium . Let's get this in for now and incrementally improve the area as and when needed.
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- Allow setting up `synonym_sources` in the index mapping, which will follow its own ingest pipeline, ingesting special synonym definitions using the IndexSynonym API(). - A `synonym_source` can be set like an analyzer to a field mapping and can be set as a default option at the document mapping or the index mapping level. - Each `synonym_source` can have its own analyzer, making it flexible to allow for compatibility with the language analyzer specified for its corresponding mapping. - Compatibility with every term-based query where the term gets expanded to include its synonyms at query time. - Dependencies: - blevesearch/bleve_index_api@v1.2.0 - blevesearch/bleve_index_api#57 - blevesearch/scorch_segment_api@v2.3.0 - blevesearch/scorch_segment_api#46 - blevesearch/vellum@v1.1.0 - blevesearch/vellum#22 - blevesearch/zapx@v16@latest - blevesearch/zapx#268 --------- Co-authored-by: Abhinav Dangeti <abhinav@couchbase.com>
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Thanks for merging @abhinavdangeti |
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for creating the thesaurus in the search index.
segments (separating it from the inverted and vector indexes), and manage the synonym index
merging during segment merges.