AI features

Replace keyword search with semantic search

Search that understands intent, with hybrid ranking so exact matches still win when users type an exact term.

€2,600–€5,200 guide price7-12

What you get

  • Embedding pipeline with incremental reindexing on content changes
  • Hybrid retrieval combining vector similarity and keyword matching
  • Relevance benchmark against your current search on fifty real queries
  • Latency budget met at the ninety-fifth percentile under production load

Usually built with

Qdrant
OpenAI API
FastAPI
PostgreSQL

A guide, not a requirement — sellers propose what suits your situation.

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