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Description
Based on the error log, I'll create a structured issue summary:
OpenAI API Rate Limit Error in VC Response Generation
Expected Behavior
Generate and save VC responses to a CSV file through multiple API calls
Current Behavior
Script fails with RateLimitError after ~100 successful API calls due to quota exhaustion:
openai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota'}}Steps to Reproduce
- Run
1sim_vc_responses.py - Make multiple OpenAI API calls in sequence
- Observe script failure after quota depletion
Context
- Environment: Python 3.12, OpenAI API
- Location: decode(venturing) project
- Script:
1sim_vc_responses.py
Possible Solution
- Implement rate limiting and request batching
- Add retry logic with exponential backoff
- Check and monitor API quota usage
- Consider upgrading OpenAI plan for higher quota
Implementation Suggestion
import time
from tenacity import retry, wait_exponential
@retry(wait=wait_exponential(multiplier=1, min=4, max=20))
def generate_with_backoff(client, prompt):
time.sleep(0.1) # Rate limiting
return client.chat.completions.create(prompt)Metadata
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