Flow prompting

Prompt Flow is the MLOps framework for LLMs: a visual, low-code workflow tool that orchestrates, tests, and deploys complex prompt chains with Python and external tools.

Prompt Flow is Microsoft’s structured development tool for LLM-powered applications, moving prompt engineering from manual iteration to enterprise-grade operations. It uses a visual graph to link core components: LLMs (like Azure OpenAI), prompts, and custom Python tools, creating a single executable workflow. This framework streamlines the full lifecycle: prototyping, large-scale evaluation with test datasets, and deployment as a real-time endpoint. Key benefit: It enables version control, A/B testing, and robust monitoring, ensuring high-quality, reproducible AI outputs at scale.

https://learn.microsoft.com/en-us/azure/machine-learning/prompt-flow/overview-prompt-flow