The query_memory endpoint embeds the search query without the configured
RAG_EMBEDDING_QUERY_PREFIX, while every RAG retrieval path in
retrieval/utils.py correctly passes it. Instruction-tuned embedding
models (e.g. Qwen3-Embedding) produce poor results without the prefix,
causing memory search to return semantically unrelated results.
Craig
ce4dca47cb