Request for support for MongoDB Atlas Vector Search as DocIndex

[matbmeijer]

Initial Checks

• I have searched Google & GitHub for similar requests and couldn't find anything
• I have read and followed the docs and still think this feature is missing

Description

Similar to another DocIndex such as ElasticSearch v8, I would kindly request the feature to support MongoDB Atlas Vector Search and create a DocIndex class for it. I would be happy to contribute to this feature.

Documentation about it can be found here:

• How to index: https://www.mongodb.com/docs/atlas/atlas-search/field-types/knn-vector/
• Search: https://www.mongodb.com/docs/atlas/atlas-search/knn-beta/
• Demo: https://github.com/afsungur/mongodb-atlas-vector-search-fashion-products

Affected Components

• Vector Database / Index
• Representing
• Sending
• storing
• multi modal data type

[JoanFM]

Hello @matbmeijer ,

We would be really happy to have this feature. However, we do not have currently the capacity to provide this, but we would be happy to help in this contribution.

[JoanFM]

Hello @matbmeijer ,

Is there any chance that you can get to work on this? How can we help?

[JoanFM]

Hello @matbmeijer ,

Any news about this request? Is this still something you would consider to provide?

[matbmeijer]

Hi @JoanFM, we just activated the vector database feature within MongoDB in our company. Although I do not have any kind of timeline, I hope to be able to evaluate the complexity of developing the support for docarray. I would be more than happy to collaborate with others.

[JoanFM]

Hey @matbmeijer ,

If you join our discord, we should be able to help you together with the rest of the community.