Improvement/sambanova integration sambastudio

[rodrigo-92]

Description

Integration of SambaStudio to the sambanova LLM integration module in LlamaIndex.

New Package?

Did I fill in the tool.llamahub section in the pyproject.toml and provide a detailed README.md for my new integration or package?

• [x] Yes
• [ ] No

Version Bump?

Did I bump the version in the pyproject.toml file of the package I am updating? (Except for the llama-index-core package)

• [x] Yes
• [ ] No

Type of Change

Please delete options that are not relevant.

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [ ] This change requires a documentation update

How Has This Been Tested?

Your pull-request will likely not be merged unless it is covered by some form of impactful unit testing.

• [x] I added new unit tests to cover this change
• [ ] I believe this change is already covered by existing unit tests

Suggested Checklist:

• [x] I have performed a self-review of my own code
• [x] I have commented my code, particularly in hard-to-understand areas
• [x] I have made corresponding changes to the documentation
• [ ] I have added Google Colab support for the newly added notebooks.
• [x] My changes generate no new warnings
• [x] I have added tests that prove my fix is effective or that my feature works
• [x] New and existing unit tests pass locally with my changes
• [x] I ran make format; make lint to appease the lint gods

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[rodrigo-92]

hey @nerdai, hope you're doing fine. Here's the SambaStudio integration that I talked to you about days before. Please take a look and let me know if you have any questions or observations where I can help. Thanks in advance!

[logan-markewich]

@rodrigo-92 not sure if you missed this, but this is already published and released? https://docs.llamaindex.ai/en/latest/examples/llm/sambanova/

[rodrigo-92]

@logan-markewich awesome! although in this PR we're updating the notebook including SambaStudio. Is that ok?

[logan-markewich]

@rodrigo-92 thats fine -- but lets edit the PR to keep the same class names/folder names etc?

Also, I noticed the notebook makes some mentions of the langchain-index-integrations package -- I think this is some leftover copy-pasta

[rodrigo-92]

ok langchain mentions removed in notebook. What do you mean keeping the same class names/folder names?

[logan-markewich]

@rodrigo-92 I meant, you renamed all the folders to sambanova instead of sambanovacloud

[rodrigo-92]

hey @logan-markewich please let me know if the changes work for you and if there's anything else.