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Part 7

Overview

Web frameworks and deployment tools for running LLM applications.

Tool Purpose Best For
Fastapi Modern web framework REST API servers
Docker Containerization Reproducible deployments
Kubernetes Container orchestration Large-scale deployments

Deployment Architecture

Client
 ↓
Load Balancer
 ↓
API Gateway (FastAPI)
 ↓
LLM Service (vLLM/Ollama)
 ↓
Vector DB (RAG)
 ↓
External Tools (APIs)

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Next: Deploy your LLM application to production!