5 docs tagged with "indexing"

Overview

Overview

Overview

Every thread in a kernel runs the same code, so the only thing that makes it operate on its piece of the data rather than every thread's piece is the index it computes from its own position in the grid. Getting that formula right — and guarding it correctly — is the one piece of CUDA arithmetic that shows up in essentially every kernel, from SAXPY to the applied kernels later in this section.

A vector store persists embedded chunks and answers nearest-neighbour queries. Every implementation in this folder — Chroma, FAISS, pgvector, Pinecone — sits behind the same VectorStore interface, so swapping the backend later is mostly a constructor change, not a rewrite.