enhancementgood first issue
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Description
Cost tracking currently only works for OpenAI and does not use the instructor usage tracking standard.
Description
Extend the cost tracking functionality to work with all providers supported by Instructor, not just OpenAI. This involves integrating with Instructor's standardized usage tracking system.
Tasks
- Review Instructor's usage tracking standard implementation
- Update cost analysis module to work with this standard format
- Add provider-specific cost calculations for Anthropic, Google, etc.
- Add tests for each provider's cost tracking
- Update documentation to reflect cross-provider cost tracking
Expected Result
Users should be able to see accurate cost tracking regardless of which LLM provider they use. The evaluation framework should produce cost metrics for all supported providers.
Difficulty
Medium - requires understanding of Instructor's usage tracking system and multiple provider APIs