An index is a searchable collection of vectors in a vector database like Pinecone, Weaviate, or Cloudflare Vectorize. It's used to efficiently retrieve similar items using similarity search or nearest neighbor search.
An index is a searchable collection of vectors in a vector database like Pinecone, Weaviate, or Cloudflare Vectorize. It’s used to efficiently retrieve similar items using similarity search or nearest neighbor search.
Example:
- One index for product images.
- Another index for user reviews.
Indexes organize and separate data for fast semantic search in AI applications like recommendation engines, chatbots, or document retrieval systems.