Is there a standard way to query using multiple vectors? I’m having pretty good success simply averaging my query vectors (numpy.mean()) before querying (against a cosine index), but it would be nice if this is built in to the query API. I’m no expert but I decided to try simply averaging the vectors from reading this issue: Search neighbors of mulitiple query vectors based on the average distance? · Issue #1257 · facebookresearch/faiss · GitHub
Hello Beatty,
Welcome to Pinecone! Great question. It is typical to take the average of the vectors before submitting them as a query to Pinecone just as you’ve done. We are taking your input and passing it to the product team to consider for our roadmap. Thanks for the input!
Pinecone