Fácil de usar. Muy confiable y rápido. Precio competitivo.

Pinecone sobresale en proporcionar una experiencia de búsqueda de vectores fluida y de alto rendimiento. Su facilidad de uso, combinada con características poderosas como actualizaciones en tiempo real y escalabilidad, lo convierte en una solución ideal para gestionar datos de vectores complejos. La capacidad de integrarse sin esfuerzo con flujos de trabajo existentes y su soporte al cliente de primera categoría son aspectos destacados definitivos.

Pinecone was our primary choice and we have not considered changing since. - High performance (upsert and search in the ms) - Simple integration via API and deployment and now after their recent release of serverless indexes it's very simple to maintain and scale (it's autoscaling). - Low price (relative to the number of vectors) and free limited indexes. Free indexes are great to run development environment data. For a while it was impossible to upgrade a free index to a paying one, but this is now addressed. - Incredible support (we had an issue and was not expecting getting this quality of support without paying the usual business support fees of an AWS for example) - The ability to assign metadata is very useful (we still maintain a traditional db to keep track of the vectors) - The single stage query vector/metadata is very useful and saves the headache of over-querying - One feature we have meant to use is the use of sparse vectors in combination with the dense vectors. So, can't really comment yet