#retrieval

Posts tagged with retrieval.

RAG only works if retrieval is boringly good

Retrieval augmented generation depends less on a clever prompt and more on reliably finding the right context.

September 28 20245 min read

#RAG #retrieval #language models

Vector stores need product discipline

Vector databases help AI systems remember, but production quality depends on chunks, metadata, permissions, and evals.

July 22 20246 min read

#vector databases #memory #retrieval

Long context changed retrieval expectations

Gemini 1.5 made long-context work feel less theoretical, but it did not remove the need for retrieval judgment.

February 19 20245 min read

#long context #gemini #retrieval

Vector search needed product questions in 2023

The vector database rush made semantic search easy to demo and surprisingly easy to ship without product discipline.

September 26 20236 min read

#vector search #retrieval #product