- Understanding the final prompt to the LLM call.
- Understanding what is returned from the LLM call at each step.
- Understanding the exact sequence of calls to LLM.
- Tracking token usage and managing costs.
- Tracking and debugging latency.
- Providing a good dataset for application evaluation.
- Offering good metrics for application evaluation.
- Helping understand how users are interacting with the product.
Steinhold Daniel Answered question July 28, 2023