Enhanced Article Management in PromptFlow

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📅 2025-06-22 — Session: Enhanced Article Management in PromptFlow

🕒 00:00–01:30
🏷️ Labels: Promptflow, Article Management, Data Integration, Python, UID, Composite Key
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to enhance the article management system within PromptFlow by integrating robust article ID references and enriching article metadata.

Key Activities

  • Defined a relational model to integrate RSS dumps and PromptFlow outputs, focusing on normalization and key relationships.
  • Proposed extensions to the relational model to manage articles, summaries, and ideas with new data structures.
  • Planned a strategy for integrating systems for article management, emphasizing deduplication and referencing.
  • Executed the integration of a global article reference layer using article_index_map to stabilize article ID traceability in PromptFlow.
  • Implemented the integration of article_index_map into the PromptFlow pipeline, including data preprocessing and configuration updates.
  • Enriched PF articles with unique identifiers (UIDs) and additional metadata.
  • Developed a solution for using composite keys to join article metadata, addressing non-unique article_id values.

Achievements

  • Successfully outlined and partially implemented a robust article management framework within PromptFlow, ensuring better data integrity and traceability.

Pending Tasks

  • Complete the full implementation of the composite key solution for article metadata joining.
  • Further test and validate the integration of UID injection and article index mapping in various scenarios.

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