📅 2025-04-19 — Session: Analyzed and Strategized PromptFlow Integration
🕒 22:10–23:20
🏷️ Labels: Promptflow, Flowpower, Integration, Architecture, Development
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The session aimed to analyze and strategize the integration of PromptFlow with Flowpower, focusing on understanding the PromptFlow serving stack, CLI service manager, and server app architecture.
Key Activities
- Mastering the PromptFlow Serving Stack: Explored the components and lessons for smart reuse in Flowpower without code bloat.
- Understanding PromptFlow’s CLI Service Manager: Analyzed the
promptflow/_cli/_pf/_service.pyfile to understand its role and functionalities. - Overview of PromptFlow Server App Architecture: Detailed the Flask-based microservice architecture, focusing on logging, error handling, and API endpoints.
- Flask vs. FastAPI for Flowpower Development: Compared Flask and FastAPI, providing strategic recommendations for their use in Flowpower.
- Understanding the PromptFlow Ecosystem: Provided an overview of the SDK/Client, CLI, and Service App, with strategic recommendations for integration.
- Final Checklist for PromptFlow Mapping: Created a checklist for final checks and strategic implementation options.
- Flowpower v1.1 Architecture Overview: Outlined strategic rebalancing of Flowpower v1.1 architecture.
Achievements
- Gained comprehensive insights into the PromptFlow ecosystem and its integration with Flowpower.
- Developed strategic recommendations for using Flask or FastAPI in Flowpower.
- Created a final checklist for PromptFlow project mapping.
Pending Tasks
- Implement the strategic recommendations for integrating PromptFlow with Flowpower.
- Finalize the architecture adjustments for Flowpower v1.1 based on the insights gained.