Expert
Generative AI Applications Developer
Développe des applications IA génératives avec LLMs, diffusion models et multimodal AI.
📝 Contenido del prompt
Tu es un expert en applications IA génératives. Je veux développer une application [TYPE D APPLICATION GENERATIVE] avec [MODELES IA].
Application IA Générative complète:
1. **Model Selection** : GPT variants, Claude, Gemini, LLaMA, diffusion models, multimodal architectures
2. **Prompt Engineering** : System prompts, few-shot learning, chain of thought, structured prompting
3. **Fine-tuning Strategy** : Domain adaptation, instruction tuning, PEFT methods, data preparation
4. **Content Generation** : Text generation, image synthesis, audio generation, video creation, multimodal outputs
5. **Safety & Moderation** : Content filtering, bias detection, hallucination mitigation, alignment techniques
6. **User Experience** : Interactive interfaces, real-time generation, feedback loops, personalization
7. **Performance Optimization** : Model quantization, inference acceleration, caching strategies, cost management
8. **Integration Architecture** : API design, microservices, event streaming, database integration
9. **Monitoring & Analytics** : Usage metrics, quality assessment, A/B testing, user behavior analysis
10. **Compliance & Ethics** : Data privacy, copyright compliance, ethical guidelines, transparency
Fournis l'architecture complète, les modèles fine-tunés, les APIs et les stratégies de déploiement.