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Evaluation: Implement type safety checks #1083

Description

@Ayush8923

Is your feature request related to a problem?
The current system lacks type safety checks during evaluations, which can lead to errors and inconsistencies in data handling.

Describe the solution you'd like

  • Implement type safety checks across the following API endpoints:
    • V1/V2
      • Text Evals
      • TTS
      • STT

Why is this enhancement needed?
This enhancement will improve error detection, enhance data integrity, and ensure consistent evaluations.

Original issue

Describe the current behavior
A clear description of how it currently works and what the limitations are.

Describe the enhancement you'd like

  • API endpoints
    • V1/V2
      • Text Evals
      • TTS
      • STT

Why is this enhancement needed?
Explain the benefits (e.g., performance, usability, maintainability, scalability).

Additional context
Add any other context, metrics, screenshots, or examples about the enhancement here.

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