docs: add semantic and hybrid search specification#53
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adityamparikh wants to merge 3 commits intoapache:mainfrom
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docs: add semantic and hybrid search specification#53adityamparikh wants to merge 3 commits intoapache:mainfrom
adityamparikh wants to merge 3 commits intoapache:mainfrom
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Design spec for adding vector search capabilities to the Solr MCP server, including SolrVectorStore (Spring AI VectorStore implementation), semantic search, hybrid search with Reciprocal Rank Fusion, and embedding-aware indexing. Based on patterns from the ai-powered-search reference implementation. Signed-off-by: Aditya Parikh <adityamparikh@gmail.com> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> Signed-off-by: adityamparikh <aditya.m.parikh@gmail.com>
Explain the ConcurrentHashMap caching strategy, why it exists (SolrVectorStore is bound per-collection), and when to consider a bounded cache alternative. Signed-off-by: Aditya Parikh <adityamparikh@gmail.com> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> Signed-off-by: adityamparikh <aditya.m.parikh@gmail.com>
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Signed-off-by: Aditya Parikh <adityamparikh@gmail.com>
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Summary
SolrVectorStore(Spring AIVectorStoreimplementation), three new MCP tools (semantic-search,hybrid-search,index-with-embeddings), and supporting components (RrfMerger,EmbeddingService,VectorStoreFactory)Test plan
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