πŸ“… 2025-04-21 β€” Session: Developed FlowPower CLI with PromptFlow Integration

πŸ•’ 02:20–04:30
🏷️ Labels: CLI, Promptflow, Python, Development, Poetry
πŸ“‚ Project: Dev
⭐ Priority: MEDIUM

Session Goal

The primary goal of this session was to design and implement a custom command-line interface (CLI) for the FlowPower project, leveraging the architectural patterns and functionalities of the PromptFlow CLI.

Key Activities

  • Designed FlowPower’s CLI inspired by PromptFlow, focusing on modularity and user experience.
  • Conducted integration testing for the pf service command in PromptFlow CLI to understand its functionality and user experience improvements.
  • Explored the structure and components of the PromptFlow CLI Router for extending functionalities.
  • Developed a custom CLI named flowpower, integrating and extending existing CLI functionalities.
  • Set up a Python project using Poetry, including configuration and entry point setup in pyproject.toml.
  • Resolved configuration errors and import issues related to the Poetry project and CLI modules.
  • Transitioned from Typer to PromptFlow CLI, analyzing pros and cons and implementing a unified CLI file.
  • Debugged and resolved various CLI-related issues, including import errors, version conflicts, and subcommand visibility.
  • Registered an OpenAI connection in PromptFlow, resolving ConnectionNotFoundError and ensuring proper API configuration.

Achievements

  • Successfully implemented a functional FlowPower CLI with integrated extensions and fallback to PromptFlow’s native CLI.
  • Ensured proper handling of subcommands and error resolution in the CLI implementation.

Pending Tasks

  • Further customization of the CLI experience and addressing any remaining environment variable issues.
  • Continued integration and testing of PromptFlow’s CLI functionalities with FlowPower.