Skip to content

Migrate Module 04 Lab 01 from Titan to Nova Multimodal Embeddings#381

Open
abolfadel wants to merge 1 commit into
aws-samples:refactor/bedrock-workshop-v3from
abolfadel:refactor/bedrock-workshop-v3-mme-integration
Open

Migrate Module 04 Lab 01 from Titan to Nova Multimodal Embeddings#381
abolfadel wants to merge 1 commit into
aws-samples:refactor/bedrock-workshop-v3from
abolfadel:refactor/bedrock-workshop-v3-mme-integration

Conversation

@abolfadel

Copy link
Copy Markdown

Description

Migrate Module 04 Lab 01 from Titan to Nova Multimodal Embeddings

Issue #, if available:

Description of changes:

📓 Notebook

  • 04-visual-content-generation/01-multimodal-embeddings.ipynb
    • Migrated from Titan to Nova Multimodal Embeddings (amazon.nova-2-multimodal-embeddings-v1:0)
    • Updated image generation to use Nova Canvas (amazon.nova-canvas-v1:0)
    • Implemented text+image embedding averaging workaround
    • Add embedding purposes (GENERIC_INDEX for indexing, IMAGE_RETRIEVAL for queries)

📖 Documentation

  • 04-visual-content-generation/README.md

    • Updated prerequisites to Nova models
    • Revised notebook description and key capabilities
    • Highlighted Nova's unified model features
  • README.md

    • Updated Module 04 description to reflect Nova MME

Testing

  • Notebook runs successfully end-to-end
  • All cells execute without errors
  • Image generation works with Nova Canvas
  • Embeddings generation works with Nova MME
  • Search functionality works correctly

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

…eddings

- Update notebook to use Amazon Nova Multimodal Embeddings (amazon.nova-2-multimodal-embeddings-v1:0)
- Replace Titan Image Generator with Nova Canvas (amazon.nova-canvas-v1:0)
- Implement text+image embedding averaging workaround
- Add embedding purposes (GENERIC_INDEX for indexing, IMAGE_RETRIEVAL for queries)
- Update README files
@review-notebook-app

Copy link
Copy Markdown

Check out this pull request on  ReviewNB

See visual diffs & provide feedback on Jupyter Notebooks.


Powered by ReviewNB

@github-actions

Copy link
Copy Markdown
Contributor

This PR has been automatically marked as stale because it has not had activity in the last 60 days. It will be closed in 30 days if no further activity occurs.

@github-actions github-actions Bot added the stale label Jun 15, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant