Explore the use of the AI Toolkit in conjunction with the Prompt Orchestration Markup Language (POML) for on-premises model usage. It will be demonstrated how this structured approach addresses the challenges associated with complex, multi-step tasks, moving beyond unstructured prompts to a more programmatic and reliable methodology for language model interaction. The focus will be on achieving predictable and accurate results in a controlled environment.
Most of the times, it is observed that prompts/system message for large language models (LLMs) can become unstructured and difficult to manage, especially when it is lengthy containing few shot examp...
Updated Aug 26, 2025
Version 1.0
