Disable capella ai services tutorial

[shyam-cb]

No description provided.

[gemini-code-assist]

Hello @shyam-cb, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

Summary of Changes

This pull request disables the Capella AI Services tutorial by removing the associated notebook and updating the frontmatter for the Haystack, Langchain, and LlamaIndex tutorials to reflect the integration with these frameworks. The notebook dspy/couchbase_dspy_basic_rag.ipynb is completely removed, and the path, title, and short_title fields are updated in the __frontmatter__.md files for each of the specified tutorials.

Highlights

• Tutorial Removal: The dspy/couchbase_dspy_basic_rag.ipynb notebook, which demonstrated Retrieval-Augmented Generation (RAG) with Couchbase and DSPy, has been removed.
• Frontmatter Updates: The __frontmatter__.md files for the Haystack, Langchain, and LlamaIndex tutorials have been updated to reflect the integration of Capella AI Services with these frameworks. The path, title, and short_title fields have been modified accordingly.

Changelog

Click here to see the changelog

• capella-ai/haystack/__frontmatter.__md
  • Updated path from /tutorial-capella-ai-services-rag to /tutorial-capella-ai-services-haystack-rag.
  • Updated title from Retrieval-Augmented Generation (RAG) with Capella AI Services to Retrieval-Augmented Generation (RAG) with Haystack and Capella AI Services.
  • Updated short_title from RAG with Couchbase Capella AI Services to RAG with Haystack and Couchbase Capella AI Services.
• capella-ai/langchain/__frontmatter.__md
  • Updated path from /tutorial-capella-ai-services-rag to /tutorial-capella-ai-services-langchain-rag.
  • Updated title from Retrieval-Augmented Generation (RAG) with Capella AI Services to Retrieval-Augmented Generation (RAG) with Capella AI Services and LangChain.
  • Updated short_title from RAG with Couchbase Capella AI Services to RAG with Couchbase Capella AI Services and LangChain.
• capella-ai/llamaindex/__frontmatter.__md
  • Updated path from /tutorial-capella-ai-services-rag to /tutorial-capella-ai-services-llamaindex-rag.
  • Updated title from Retrieval-Augmented Generation (RAG) with Capella AI Services to Retrieval-Augmented Generation (RAG) with Capella AI Services and LlamaIndex.
  • Updated short_title from RAG with Couchbase Capella AI Services to RAG with Couchbase Capella AI Services and LlamaIndex.
• dspy/couchbase_dspy_basic_rag.ipynb
  • The entire file has been removed.

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A tutorial's gone,
Frameworks rise, integrations dawn,
RAG's path redefined.

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[github-actions]

Caution

Notebooks or Frontmatter Files Have Been Modified

• Please ensure that a frontmatter.md file is accompanying the notebook file, and that the frontmatter is up to date.
• These changes will be published to the developer portal tutorials only if frontmatter.md is included.
• Proofread all changes before merging, as changes to notebook and frontmatter content will update the developer tutorial.

3 Notebook Files Modified:

Notebook File	Frontmatter Included?
ag2/agentchat_RetrieveChat_couchbase.ipynb	✅
crewai-short-term-memory/CouchbaseStorage_Demo.ipynb	✅
crewai/RAG_with_Couchbase_and_CrewAI.ipynb	✅

2 Frontmatter Files Modified:

Frontmatter File
ag2/frontmatter.md
crewai-short-term-memory/frontmatter.md
Note: frontmatter will be checked and tested in the Test Frontmatter workflow.

[gemini-code-assist]

Code Review

This pull request disables the Capella AI services tutorial by updating the frontmatter of several markdown files and removing a Jupyter Notebook. The changes seem straightforward and aim to remove or disable specific tutorials related to Capella AI services. However, I have some concerns about the complete removal of the 'dspy' tutorial notebook and the consistency of the path changes in the frontmatter files.

Summary of Findings

• Incomplete Removal of Tutorial: The pull request aims to disable the Capella AI services tutorial, but the complete removal of the 'dspy' tutorial notebook might be too aggressive. It would be better to archive it or keep it for future reference, especially if the content is still valuable or could be adapted later.
• Inconsistent Path Changes: The path changes in the frontmatter files are not consistent. Some paths include 'haystack', 'langchain', or 'llamaindex' in the path, while others do not. This inconsistency could lead to confusion and should be addressed to maintain a uniform structure.

Merge Readiness

The pull request is not ready to be merged due to the high severity issue regarding the removal of the 'dspy' tutorial notebook. It's recommended to reconsider the removal and instead archive or keep it for future reference. Additionally, the inconsistent path changes in the frontmatter files should be addressed to maintain a uniform structure. I am unable to approve this pull request, and it should have others review and approve this code before merging.