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feat: port context-attribution intrinsic from granite-common #660

@dennislwei

Description

@dennislwei

Port the context-attribution intrinsic from the granite-common library into mellea. This follows up on granite-common-related PRs #571 and #609. Context attribution identifies which sentences in the context (including previous conversation turns and any documents) were most important to the LLM when generating each sentence in its response.

Changes:

  • Extend sentence boundary marking to previous conversation turns with shared index with documents
  • Extend DecodeSentences to previous conversation turns and multi-source decoding
  • Add context-attribution catalog entry and update repo to ibm-granite/granitelib-core-r1.0
  • Add context-attribution test data and formatter tests

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