When I am trying to upsert document with pinecone, I see this error “ErrorWithoutStackTrace: PineconeClient: Error calling upsert: ErrorWithoutStackTrace: metadata size is 210710 bytes, which exceeds the limit of 40960 bytes per vector”
How can I resolve this issue?
You’ll need to upload less metadata per record. A common reason for this error is uploading large documents. Often times the solution is to split large documents into chunks before embedding them and upsetting to pinecone. Typically a large document is not well represented by a single embedding.
Thank you, I was wondering if I can do the chunk spliting on pinecone? How do I do it?
Right now, I am using langchain to upload text into an index.
I am not even sending any metadata to the index, but I still get the error. Why could that be the case?