📅 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.