Use Cases and Sample Configurations

Vector Search

  • Purpose: Find documents containing the word “Izmir” or similar expressions
  • Search Type: Vector Search
  • Query: “izmir”
  • Limit: 5
  • Results are sorted from closest to furthest.

Exact Vector Search

  • Purpose: Find documents that contain the word ‘İzMir’ exactly as it appears
  • Search Type: Exact Vector Search
  • Query: “İzMir”
  • Limit: 5
  • Case sensitivity must be taken into account.

RAG Search (Retrieval-Augmented Generation)

  • Purpose: To obtain the most appropriate answer to a specific question, supported by documents
  • Search Type: RAG Search
  • Query: “What is the old name of İzmir?”
  • This mode uses natural language processing (NLP) with OpenAI integration to generate responses.