A city water-plant safety index was built with encoder A. A later desk embeds new PDFs with encoder B and appends them, and neighbors become nonsense. What must ingest record?
Select an answer to reveal the explanation.
Short Explanation
The index was built with encoder A. New PDFs encoded with encoder B make neighbors nonsense. Pin the embedding model and dimension beside the vectors so later writes match. Mixing encoders is not a client-call detail, a RAG sketch, or a TensorRT-LLM fix.
Full Explanation
Ingest quality includes matching and documenting the embedding model used to write the index. Mixing encoder A and encoder B in one store makes neighbors nonsense. This is not a retrieval-client detail and not a RAG-loop sketch. Record model and dimension beside the vectors.