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Add example: Multimodal RAG on xlsx file with ColQwen2 #17423

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An example notebook of integrating ColQwen2 in RAG pipeline to improve its performance in processing complex files.

Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Fixes # (issue)

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?

  • 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)

  • Yes
  • No

Type of Change

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  • Add example

How Has This Been Tested?

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

Suggested Checklist:

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

An example notebook of integrating ColQwen2 in RAG pipeline to improve its performance in processing complex files.
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@dosubot dosubot bot added the size:XS This PR changes 0-9 lines, ignoring generated files. label Jan 4, 2025
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@logan-markewich logan-markewich Jan 5, 2025

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This is cool, but it largely doesn't use llama-index for... anything?

Using the llm at the end is cool, but

  • no llama-index data loaders are used
  • no llama-index retirevers are used
  • no llama-index embeddings are used

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