Shelvia
ConceptAvailable

Semantic Search

Search is workspace-scoped at every layer. No raw vectors or similarity scores leak in any public response.

QUERY"payment provider?"Keyword pre-filterVector rerankworkspace-scopedREVIEWED MEMORYDecision · with sourcePrompt · author + dateSummary · rankedNo raw vectors leakNo similarity scores leak

Modes

  • keyword, full-text search
  • semantic, vector cosine similarity
  • hybrid (default), keyword pre-filter then vector rerank, falls back to keyword-only when embeddings are unavailable

Example

await shelvia.memory.search({
  query: "What did we decide about the payment provider?",
  project_id: projectId,
  mode: "hybrid",
  limit: 10,
});

For runnable code samples and the developer reference, see /developers. For the trust model in depth, see /security.