[Feature Request]: Add support for Milvus Vector Database

[AbhishekRP2002]

Milvus is a high-performant, scalable open-source vector database which is adopted by multiple industry leaders ( Salesforce, Nvidia, Walmart to name a few . ref: https://milvus.io/use-cases ) to power up their AI applications.

Since, it's used in enterprise level, so integrating it with cognita can be beneficial for folks working around data augmented LLM agentic applications.

Scope:

• Milvus supports 3 deployment modes : Milvus Lite, Milvus Standalone and Milvus Distributed.
• We can start with integrating Milvus Lite, a lightweight version of Milvus via their python client library. Post successful integration of Milvus Lite, we can support Milvus Standalone and Distributed since all the deployment modes of Milvus share the same API, so the client side code doesn’t need to change much while migrating from one deployment mode to another.
  ref: https://milvus.io/docs/overview.md

[AbhishekRP2002]

I would love to take this up.
cc: @chiragjn @mnvsk97

[chiragjn]

Hey @AbhishekRP2002, sure we would love to have basic Milvus integration. Please feel free to contribute and ask for help

[AbhishekRP2002]

Yes. I've started working on it. Aiming to make a PR by the end of this week.