Semantic search — Qdrant
Search
Semantic search — Qdrant
Search a Qdrant vector database collection using natural language. Generates an embedding from the query and returns the most similar document chunks.
POST
Semantic search — Qdrant
Authorizations
Optional API key for authentication (enabled via application.yaml)
Body
application/json
Natural language search query
Qdrant collection name
Optional override of the embedding Vault secret. Defaults to the server-level ai.embedding.secretName (oss/embedding), which is seeded automatically by vault-init.sh. The secret is self-describing — provider, endpoint, model, apiKey, and (optionally) version.
Vault secret name for Qdrant connection
Number of results to return
