#openai

Create images with DALL-E 3 API. Features: 1. Enhanced prompt understanding. 2. Higher fidelity and detail. 3. Better text rendering in images. 4. Size options (1024x1024, 1792x1024). 5. Quality parameter (standard/hd). 6. Style parameter (vivid/natural). 7. Error handling for content policy. 8. Cost optimization strategies. Use detailed prompts and implement batch processing for multiple images.

Designed to take a messy user prompt and 'optimize' it for GPT-4o. The optimizer should add: 1. Specific Persona (Expert Scientist, Creative Writer). 2. Constraints (No jargon, under 200 words). 3. Step-by-step reasoning instructions. 4. Expected output format (JSON, Markdown). 5. Few-shot examples to guide the model.

Integrate GPT-4 API effectively. Patterns: 1. Chat completions with system/user messages. 2. Function calling for structured outputs. 3. Streaming responses for better UX. 4. Token counting to manage costs. 5. Temperature and top_p tuning. 6. Max tokens control. 7. Error handling and retries. 8. Rate limiting awareness. Use tiktoken for accurate token counts and implement caching for repeated queries.