📄️ 10.1 Self-Hosting
Ollama, vLLM, TGI, hardware sizing, and GPU vs CPU inference for self-hosted LLMs.
📄️ 10.2 API Gateway
FastAPI wrapper, request queuing, and token budgets for LLM API gateways.
📄️ 10.3 Privacy & Compliance
On-premise vs cloud, PII handling, and data residency (UAE/GDPR) for LLM deployments.
📄️ 10.4 Monitoring
LangSmith, logging prompts/responses, and drift detection for production LLM systems.
📄️ 10.5 Cost Optimization
Caching, prompt compression, and model routing (small vs large model) for LLM cost control.