πŸ“… 2025-04-21 β€” Session: Enhancing AI Streaming UX with PromptFlow

πŸ•’ 18:40–19:35
🏷️ Labels: AI, Promptflow, Streaming, UX, Development
πŸ“‚ Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to enhance the AI streaming user experience using the PromptFlow stack, focusing on real-time output rendering, live token logging, and interactive browser frontends.

Key Activities

  • Explored advanced techniques for implementing a robust AI streaming UX.
  • Provided a step-by-step guide for tool calling in PromptFlow, covering directory setup, dependency verification, and testing.
  • Updated flow.py for OpenAI compatibility, including tool call support.
  • Demonstrated OpenAI’s function calling compatibility with tool_calls in the chat API.
  • Outlined a comprehensive plan for testing a tool-using chat flow.
  • Addressed CLI parsing issues and provided solutions for input handling.
  • Fixed errors related to missing init.json and command path issues in Flex-Flows.
  • Resolved connection issues in PromptFlow configurations.
  • Transitioned towards designing a scalable AI workflow platform.
  • Organized PromptFlow developer workspace for scalability.
  • Mapped the structure for FlexFlow automation and analyzed loop test outcomes.

Achievements

  • Enhanced understanding and implementation of AI streaming UX.
  • Improved PromptFlow’s integration with OpenAI and tool calling capabilities.
  • Developed a strategic plan for scalable AI workflow platform design.

Pending Tasks

  • Further testing and validation of the new implementations.
  • Continuous improvement of the PromptFlow developer workspace and automation strategies.