Pinecone
Base de datos vectorial gestionada para búsqueda por similitud
El texto completo se presenta en inglés; el título y el resumen están traducidos.
QUÉ ES
Pinecone is a managed vector database introduced in 2019 for storing and retrieving vector embeddings. It offers approximate nearest-neighbour search with metadata filtering, without the user operating the index. It addresses the storage and performance of the retrieval layer as vector counts grow in cases such as RAG.
Por qué merece la pena recordarlo
It made vector indexing and approximate nearest-neighbour search a managed service, so RAG did not have to build its retrieval layer from scratch.
Especificaciones clave
- Index
- Approximate nearest neighbour (ANN)
- Form
- Managed service
- Filtering
- Metadata filtering