scratch/test_feedback_llm.py

import sys
import asyncio
import logging

sys.path.append("/home/mihir/Codes/CDAC_ASR/product")
sys.path.append("/home/mihir/Codes/CDAC_ASR/product/backend")

# Set up environment variables for LLM query
import os
if not os.getenv("OPENROUTER_API_KEY"):
    os.environ["OPENROUTER_API_KEY"] = "sk-or-v1-placeholder" # placeholder if not set

from backend.services.llm import simplify_pronunciation_feedback

async def main():
    test_feedback = [
        "Pronunciation analysis detected 3 variant sounds: 2 substitutions and 1 omission.",
        "• You pronounced 's' as 'ʃ' at position 2. Try adjusting your tongue shape to match the target sound.",
        "• You omitted the expected sound 't' at position 5. Try to fully articulate it.",
        "• Pitch Curve: Your intonation curve differs significantly from the reference. Focus on native-like sentence stress."
    ]
    
    print("Testing feedback simplification...")
    result = await simplify_pronunciation_feedback(test_feedback[1:])
    print("\n--- ORIGINAL TECHNICAL TIPS ---")
    for line in test_feedback[1:]:
        print(line)
        
    print("\n--- LLM SIMPLIFIED COACHING NOTE ---")
    print(result)

if __name__ == "__main__":
    asyncio.run(main())