Add search-with-filters template#11
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Summary
search-with-filterstemplate demonstrating semantic search with metadata filtersMovieSearchAgentwith a retrieval tool that accepts optional genre, language, and decade filtersBaseMetadataConfigclasses (genre, language, decade),BaseRetrievalwith filters,BaseRetrievalToolwith filter parameters, and a custom ingestion script for per-document metadatascripts/ingest_movies.pyfor uploading documents with individual metadata valuesTest plan
makemigrationsand verify single clean migration for agents and datamigrate datathenmigrate agentsto deployscripts/ingest_movies.pyto upload movies with metadatachat --agent MovieSearchAgentand verify search with and without filters