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 phidata can be beneficial for folks working around data augmented llm agentic applications.
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 deployment modes of Milvus share the same API, so the client side code doesn’t need to change much if moving to another deployment mode.
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
phidata
can be beneficial for folks working around data augmented llm agentic applications.Scope:
Milvus Standalone and Distributed
since all deployment modes of Milvus share the same API, so the client side code doesn’t need to change much if moving to another deployment mode.ref: https://milvus.io/docs/overview.md
cc: @manthanguptaa