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{
  "source_url": "https://salt.sunbird.ai/sunflower/sunflower/#__codelineno-3-1",
  "chunk_id": "100_32",
  "text": "ment retry logic for transient errors (503, 504, 429) Handle model loading delays - allow 2-3 minutes for cold starts Validate input before sending requests 3. Performance Optimization Use appropriate temperature settings  0.0-0.3 More deterministic, good for translations 0.4-0.7 Balanced creativity 0.8-1.0 More creative responses Consider using simple endpoint for single-turn interactions Implement caching for repeated requests 4. Rate Limiting Monitor rate limit headers in responses Implement "
}