📅 2025-04-17 — Session: Resolved Recursive Stringification and Translation Issues

🕒 12:30–12:55
🏷️ Labels: AI, Prompt Engineering, Debugging, Translation, Openai
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to resolve recursive stringification issues in AI prompt handling and diagnose GPT response format issues in translation prompts.

Key Activities

  • Addressed recursive prompt history contamination in AI model interactions by providing solutions to clean outputs and avoid storing unwanted message logs.
  • Diagnosed issues where GPT mirrored input prompt structure, leading to unexpected stringified responses, and provided solutions for correct output extraction.
  • Debugged output extraction logic for GPT responses, focusing on role assumptions and optimizing code for performance.
  • Analyzed and corrected a TypeError in method calls.
  • Systematically debugged the translate_back_to_english function, addressing configuration mismatches and ensuring proper translation functionality.
  • Troubleshot OpenAI API call issues in translation workflows, focusing on differences between Spanish and English translation steps.
  • Identified and fixed GPT hallucination issues in message responses.

Achievements

  • Successfully implemented solutions for recursive stringification and translation prompt issues.
  • Enhanced translation workflow by resolving configuration and API call issues.
  • Improved GPT response handling by addressing hallucination and output extraction problems.

Pending Tasks

  • Further optimization of translation prompt engineering to enhance model performance.
  • Continuous monitoring of API call stability and response accuracy in translation steps.