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Fuzzy Similarity Evalutator #41

@luis-gasparschroeder

Description

@luis-gasparschroeder

Fuzzy Similarity Evaluator

Description

vCache should support Fuzzy Similarity matchings to have another performant option to check whether the cached response matches the expected label (LLM) response.

Requirements

  • Implement another strategy
  • Use a performant C(++) library
  • Pick a reasonable default threshold and allow the user to adjust it

Impact

  • Who: End-users
  • What: Latency and accuracy
  • Why: More flexibility

Proposed Solution

See requirements

Acceptance Criteria

  • Followed coding conventions
  • Implemented or updated tests

Risks & Dependencies

Fuzzy matching might be unreliable.

Additional Context

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