titan-nova-mme-migration

titan-nova-mme-migration is a Migrations, upgrades & porting skill for AI agents, published by aws-samples in the amazon-nova-samples repository on GitHub. Skillspace rates titan-nova-mme-migration D (62/100) and it passed the safety scan; the rating is based on static analysis only.

Migrates Python code from Amazon Titan Embeddings models (Titan Text Embedding V2 and Titan Multimodal Embeddings G1) to the Amazon Nova Multimodal Embeddings model (Nova MME) on Amazon Bedrock. Handles all API differences including the new request schema, dimension mapping, client-side text+image fusion workaround, embeddingPurpose optimization, and normalization/binary embedding behavior changes. Use this skill whenever the user mentions: - Migrating from Titan embeddings to Nova embeddings - amazon.titan-embed-text-v2, amazon.titan-embed-image-v1, titan-embed, Titan Text V2, Titan Multimodal G1, or Titan MME in the context of migration - amazon.nova-2-multimodal-embeddings-v1 or Nova MME as a migration target - "update my embeddings model", "switch from Titan to Nova", "upgrade embedding model" - Any code that calls bedrock.invoke_model with a titan-embed model ID Also trigger when the user pastes Titan embedding code and asks how to use Nova instead, even if they don't say…

Grade
D
Quality
62 / 100
Safety
Passed
GitHub stars
449

Unproven: rated by static analysis only, not yet compared head-to-head.

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View source on GitHubaws-samples/amazon-nova-samples

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
MIT-0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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