Integrated Milvus vector db into R2R; All tests passed; support all functions in the interface

[Jacksonxhx]

Integrated Milvus vector db into R2R

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🚀	This description was created by Ellipsis for commit b5e7b78

Summary:

This PR integrates Milvus as a new vector database provider in the R2R framework, updating documentation, configurations, and adding necessary implementations and tests.

Key points:

• Added Milvus as a new vector database provider in r2r.
• Updated documentation in /docs/pages/providers/vector-databases.mdx to include Milvus.
• Modified VectorDBProvider in r2r/core/providers/vector_db_provider.py to support Milvus.
• Implemented MilvusVectorDB in r2r/vector_dbs/milvus/milvus_db.py.
• Updated R2RProviderFactory in r2r/main/r2r_factory.py to create MilvusVectorDB instances.
• Added tests in tests/test_vector_db.py to cover Milvus integration.

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[ellipsis-dev]

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[emrgnt-cmplxty]

This is impressive work, thanks for taking the time!

We are currently working through a small refactor to focus on pairing relational data with vector entries - does Milvus have some native support for this?

[zc277584121]

This is impressive work, thanks for taking the time!

We are currently working through a small refactor to focus on pairing relational data with vector entries - does Milvus have some native support for this?

Hi @emrgnt-cmplxty , thanks for your reviewing. Milvus is good enough to support this scenario. e.g.

• If the relational data are pure texts like text chunks, we can store them directly in the predefined field or dynamic field
• If the relational data are something like images or videos, we can associate the image_id or video_id with the raw data.

We are happy to keep with the ongoing refactoring and keep the code updated