Semantic Search

    Search by meaning, not keywords.

    Replace brittle keyword matching with neural search that understands intent. Endee powers low-latency semantic retrieval across documents, products, code, audio and video at any scale.

    Try Endee free
    Semantic search query to nearest-neighbour vectorsA natural-language query is embedded and matched against a vector cloud, returning ranked semantic results."running shoes for flat feet"↵ askembed →f32 [768]NEAREST NEIGHBOURS0.940.910.89top-k = 3 · cosineStability runner · 4E0.94Motion-control shoe0.91Arch-support trainer0.88
    Query → embedding → nearest neighbours

    Capabilities

    Production semantic search, every dimension covered

    Multi-lingual & Cross-lingual

    A Spanish query finds English documents. One index, every language. Use multilingual embeddings (Cohere multilingual-v3, mE5) so users search in their native language without needing separate per-language indices.

    Filtered ANN Search

    Apply metadata filters inside the ANN graph traversal, not post-retrieval. Category, price range, date, custom tags. You get relevance-ranked results that also satisfy hard constraints with zero recall penalty.

    Highest Throughput

    Independently verified as the highest QPS of all tested databases on the Cohere 10M benchmark at 768 dimensions. Handle production traffic on a single node that others require a cluster to serve.

    99%+ Recall

    Endee maintains greater than 99% recall at one billion vectors. The Vector Graph Engine (VGE) combines HNSW graph algorithms with hardware-aware memory optimization to keep recall stable at any scale.

    50+ Languages (Enterprise)

    Enterprise builds support 50+ languages including Korean, Chinese, Japanese, Arabic, Hindi, and more. The open-source version supports major European and Latin American languages.

    Sub-5ms Latency

    p99 latency under 5ms at scale using the Vector Graph Engine and adaptive quantization. Users see results instantly, no batching, no warming, no precomputed result caches.

    50+ Languages

    One index, every language

    Cross-lingual semantic clusteringFive words meaning "comfortable" in different languages cluster together in vector space, showing that one Endee index handles all languages with no separate per-language index.semantic centroidcomfortableEnglishconfortableFrenchcómodoSpanish편한KoreanआरामदायकHindirunningjoggingcorrer달리기"running" clusterkeyboardsemantically distant50+ languages · zero re-indexing per language · one index

    In Practice

    What teams build with semantic search

    E-commerce product search

    Find products from natural language descriptions,"comfortable running shoes under $150."

    Enterprise document search

    Surface policies, contracts, and guides with questions instead of keyword hunts.

    Job board matching

    "Senior backend engineer" finds all relevant listings regardless of exact title phrasing.

    Support article deflection

    Return the most relevant help articles for any user issue, reducing ticket volume.