📅 2025-04-15 — Session: Enhanced PromptFlow Execution and Integration

🕒 11:00–12:00
🏷️ Labels: Promptflow, Integration, Refactoring, Openai, Python
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The goal of this session was to improve the execution and integration of PromptFlow with various tools and APIs, focusing on refactoring and resolving issues.

Key Activities

  • Understanding OpenAIExecutor in PromptFlow: Analyzed the OpenAIExecutor class to understand its role in automating API interactions through YAML.
  • Integrating YAML DAGs with Microsoft PromptFlow: Adapted a custom flow-runner architecture to work with Microsoft PromptFlow, enabling seamless execution of prompt steps.
  • Refactoring Prompt Execution Logic: Reviewed and refactored the prompt execution architecture, transitioning from PromptCard to PromptBlock for improved Prompty-based flows.
  • Transitioning from PromptCard to PromptyTool: Made necessary code changes to transition to PromptyTool, considering both synchronous and asynchronous execution.
  • Resolving ImportError in PromptFlow: Addressed an ImportError related to the PromptyTool, providing recommendations for resolving the issue.
  • Prompty Integration Improvements: Identified and corrected issues in Prompty integration, including import statements and environment variable loading.
  • Correcting YAML Configuration for OpenAI API: Modified YAML configuration to switch from Azure OpenAI to OpenAI.com API, ensuring correctness.

Achievements

  • Successfully refactored the prompt execution logic and resolved integration issues.
  • Improved the configuration and execution of PromptFlow with external tools and APIs.

Pending Tasks

  • Further testing of the new configurations and integrations to ensure stability.