[FEATURE REQUEST]: Being able to handle embeddings with Bedrock

[boroju]

trafficstars

Contact Details

[email protected]; [email protected]

Feature Description

Leveraging Bedrock for Embeddings in "Insurance PDF Search"

Use Case Description

I'm a member of the Industry Solutions team at MongoDB. Today, we had a meeting with Timo where we discussed the possibility of refactoring our existing 'Insurance PDF Search' demo to use Bedrock embeddings instead of the OpenAI ones (OpenAIEmbedding). The code, which was written several months ago, still calls the 'superduperdb' library, which I believe is legacy since the library/company name has changed.

Considering our desire to move away from OpenAI embeddings and start leveraging Bedrock, perhaps we can collaborate to make this happen. By the way, Timo mentioned that we should open a feature request to explore how to handle this using 'plugins'.

Organization

Refactoring our existing 'Insurance PDF Search' demo, to use Bedrock embeddings and remove legacy imports/dependencies calling to superduperdb.

Who are the stake-holders?

MongoDB Industry Solutions team, Luca Napoli [email protected], Jeff Needham [email protected]