Extended PromptFlow Executors with Flowpower

• Day: 2025-04-21
• Time: 00:05 to 23:40
• Project: Dev
• Workspace: WP 2: Operational
• Status: In Progress
• Priority: MEDIUM
• Assignee: Matías Nehuen Iglesias
• Tags: Promptflow, Flowpower, Executor, MCP, Integration

Description

Session Goal

The primary goal of this session was to extend and enhance the executor system within PromptFlow by integrating Flowpower-specific functionalities. This involved subclassing existing executors and exploring the integration of the Model Context Protocol (MCP) for improved interaction with large language models (LLMs).

Key Activities

• Extending Executor System: Subclassed existing executors in PromptFlow to incorporate Flowpower-specific behaviors, ensuring compatibility and enhanced functionality.
• Enhancing PromptyExecutor: Planned enhancements to the PromptyExecutor class to improve developer user experience and functionality within the Flowpower framework.
• Understanding ScriptExecutor: Analyzed the ScriptExecutor class to strategize its use as a base for executing scripts, providing essential features for subclassing.
• Integrating MCP: Integrated the Model Context Protocol into the Flowpower project, enhancing capabilities through standardized interactions between LLMs and external tools.
• Launching MCP-Compliant Server: Set up a basic MCP-compliant server using FastMCP, exposing tools for LLMs.

Achievements

• Successfully subclassed and extended the executor system within PromptFlow.
• Established a plan for enhancing the PromptyExecutor class.
• Integrated MCP into the Flowpower project, setting up a compliant server.

Pending Tasks

• Complete the implementation of the MCP-powered tools module.
• Further refine the modular automation agency structure using mcp_tools.py as the interface.

Evidence

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• event_ids: []