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AI Integration for Enterprise Java Systems

This module is now fully available. Use this page as your roadmap: what you will learn, how the study plan is structured, and where to find guided day-by-day deep dives.

Learning outcomes

  • Integrate LLM capabilities into Java services with safe prompt orchestration.
  • Build retrieval-augmented flows with embeddings, chunking, and vector search.
  • Apply guardrails for privacy, policy, hallucination control, and auditability.
  • Measure quality/cost/latency and run iterative evaluation loops in production.

Study plan

Week 1LLM integration patterns, prompt design, tool calling, model selection.
Week 2RAG pipelines, indexing strategies, document lifecycle and relevance tuning.
Week 3Safety controls, PII handling, secure architecture, fallback strategies.
Week 4Evaluation harnesses, observability, cost controls, production operations.
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