Query on multiple embeddings of same collection

[Kushagra_Kesav]

Hi @Shivang_Garg1,

Thanks for reaching out to the MongoDB Community forums

There is one workaround which is shared in this thread:

support for multiple vector embedding in one document

One approach that will work here is of creating two separate vector indexes on the two different fields, performing a query on both, and then finding an amalgamation between the two result sets Now, essentially, what you are doing is executing two vector search queries in parallel (against the two separate vector search indexes) and combining them using an algo like RRF. The query processing pipeline involves the following steps: Query Execution: For each query, the system executes the que…

Let me know if you have any further questions or concerns.

Best regards,
Kushagra