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Use cases guides
12 published guides. Start with Semantic search use cases.
The applications where semantic search clearly beats keyword search, with the design each one needs.
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How it works10 guides
ExplainerSemantic product search for ecommerceHow semantic search handles vague product queries while keeping SKU and brand matching exact.ExplainerEnterprise and internal document searchSearching wikis, tickets and drives by meaning, with permissions and freshness handled.ExplainerCustomer support and help center searchMatching customer questions to the right article even when the wording is completely different.ExplainerSemantic recommendationsUsing vector similarity for customers-also-liked and related-content recommendations, and its limits versus collaborative filtering.ExplainerSemantic search in RAGHow semantic search feeds an LLM, why retrieval quality caps answer quality, and what to tune first.ExplainerImage, video and audio searchFinding media by describing it in words, with multimodal models and practical indexing.ExplainerB2B semantic searchB2B queries are technical and exact. How to combine semantic recall with precise part and spec matching.ExplainerPatent and legal searchPrior-art and case search by meaning, and why reranking and citations matter more here.ExplainerSemantic code searchHow code embeddings let developers search a codebase by behaviour rather than names.ExplainerAcademic and research paper searchSearching scientific literature by concept, with citation-aware ranking.