[zc277584121]

Description

Remove the outdated DSPy notebook, which imports MilvusRM and openai_embedding_function from a module removed upstream. Fix the Dify local deployment guide to provide credentials for the bundled Milvus service, which enables authentication by default.

Changes

• Delete integration/milvus_and_DSPy.ipynb.
• Set MILVUS_TOKEN=root:Milvus in the Dify example and explain the credential format and replacement of initial credentials. The Dify change is limited to two lines.

How to Test

• git diff --cached --check passed before committing.
• Checked tracked text files for references to the removed notebook; no remaining references were found.
• Reviewed the Dify change against its upstream Compose authentication default. Full deployment was not run; no executable code was added or modified.

Checklist

• Documentation changes reviewed.
• Based on the latest upstream master at the time of the change.
• Commit includes DCO sign-off.

Related PRs

• DSPy retriever removal: Remove community retrievers stanfordnlp/dspy#8073
• Matching Dify documentation fix: docs: fix Milvus authentication in Dify deployment guide milvus-docs#3688

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[jaelgu]

/lgtm
/approve

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This pull-request has been approved by: jaelgu, zc277584121

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