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Building Agentic AI Infrastructure

Training Course: Building Agentic AI Infrastructure

    Duration: 1 Day (6 hours)
    Audience: CTOs, Data Architects, AI Engineers, Solution Consultants
    Format: Live session + Hands-on + Templates
    Level: Intermediate–Advanced

    🎯 Course Objectives

    • Understand the key components of an Agentic AI architecture
    • Design AI systems using LLMs, vector databases, and orchestration tools
    • Deploy scalable knowledge-driven workflows using agents
    • Explore integration patterns for enterprise data systems

    📚 Course Modules

    1. Module 1: What is Agentic AI?

      • Definition and evolution
      • Agent vs. traditional AI workflows
      • Use cases and emerging patterns

    2. Module 2: Infrastructure Foundations

      • Architecture overview: Frontend, API, backend, orchestration
      • Core components: LLMs, vector DBs, Neo4j/graph DBs, APIs
      • Tooling: LangChain, LlamaIndex, Streamlit, FastAPI, n8n

    3. Module 3: Agentic Workflow Design

      • LLM prompt management and chaining
      • Autonomous vs. human-in-the-loop agents
      • Memory and context management

    4. Module 4: Data Layer Design

      • Choosing the right vector DB (e.g., Weaviate, FAISS, Qdrant)
      • Enterprise knowledge graphs (e.g., Neo4j)
      • RAG (Retrieval Augmented Generation) best practices

    5. Module 5: Governance and Guardrails

      • Ethical AI, PDPA/GDPR, and internal protection
      • Monitoring, feedback, and usage control
      • Fail-safe design and observable pipelines

    6. Module 6: Case Study + Hands-on

      • Deploying a sample Agentic AI app using Streamlit + LangChain
      • Connecting it with internal APIs and PDF data sources

    📦 What You Get

    • Course slides (PDF)
    • Agentic AI infrastructure blueprint
    • GitHub starter repo with components
    • Use case canvas + system checklist

    💼 Training Packages & Pricing

    Starter

    ฿18,000

    • ✅ 3-hour Essentials Workshop
    • ✅ 1 Trainer / Up to 20 Participants
    • ✅ First Three Module
    • ✅ Digital Toolkit PDF

    Professional

    ฿35,000

    • ✅ Full-Day Interactive Workshop
    • ✅ All 6 Modules (Comm + Collab + Social)
    • ✅ 2 Trainers / Up to 30 Participants

    Enterprise

    ฿59,000+

    • ✅ 2-Day Custom Program
    • ✅ Pre-training Needs Assessment
    • ✅ Custom AI Use Case Scenarios
    • ✅ Up to 30 Participants
    • ✅ Post-Workshop Team Coaching

    📞 Interested in Hosting This Course?

    Contact us to run this training in-house or as a public session.