Prompt Engineering

Iterate on low performing prompt templates in Arize

Prompt engineering and analysis is an important component in troubleshooting your LLM's performance. Often, LLM performance can be improved simply by comparing different prompt templates, or iterating on the one you have.

With a Prompt Playground, AI engineers can:

  • Identify responses with poor evaluation scores / human feedback

  • Identify the prompt template associate with poor responses / output

  • Iterate and compare responses across prompt templates to increase the performance of their LLM application

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