Course curriculum

    1. Segment 01: Introduction From Demos to Enterprise Architecture

    2. Segment 02: Intro Module Introduction- Why Agent Architecture Matters

    3. Segment 03: Classical Agent Architectures- Reactive_ Deliberative_ and Hybrid (BDI)

    4. Segment 04: Modern Agent Frameworks- ReAct_ GOAP_ and Hierarchical Planning

    5. Segment 05: Agent Type Taxonomy- Goal-Based_ Critique_ Specialist_ Utility_ and Orchestrator

    6. Segment 06: Planning Algorithms and Reasoning Patterns for Agents

    7. Segment 07: Setting Up Enterprise-Grade Tools- Flowise_ Chroma_ and Pinecone

    8. Segment 08: Setting Up Enterprise-Grade Tools- Flowise_ Chroma_ and Pinecone

    1. Segment 09: Module Introduction- Beyond Basic RAG

    2. Segment 10: Dense vs. Sparse Retrieval- Trade-offs and Hybrid Approaches

    3. Segment 11: Raptor- Recursive Abstraction for Hierarchical Retrieval

    4. Segment 12: Agentic RAG- When Agents Decide How to Retrieve

    5. Segment 13: Context Design and Goal Specification Symbolic vs Contextual Goals

    6. Segment 14: Chain-of-Thought Reasoning and Structured Decision-Making

    7. Segment 15: Ground Truth Formulation and Evaluation for RAG Systems

    8. Segment 16: Ground Truth Formulation and Evaluation for RAG Systems

    1. Segment 17: Module Introduction Safety Before Deployment

    2. Segment 18: Deterministic Guardrails Rule-Based Safety Mechanisms

    3. Segment 19: Sandboxing and Isolation Strategies for Agent Actions

    4. Segment 20: Sandboxing and Isolation Strategies for Agent Actions

    5. Segment 21: Circuit Breakers and Kill Switches Automatic Halt Conditions

    6. Segment 22: Constitutional AI and Value Alignment Principles

    7. Segment 23: Access Control for Agents RBAC ABAC and Identity

    8. Segment 24: Reasoning Trace Capture and Decision Provenance

    1. Segment 25: Module Introduction From Single Tools to Agent Networks

    2. Segment 26: Designing Robust Tool APIs Contracts_ Schemas_ and Error Handling

    3. Segment 27: Tool Orchestration Patterns Sequential_ Parallel_ and Conditional

    4. Segment 28: Multi-Agent Pattern Research → Critique → Refine

    5. Segment 29: Multi-Agent Pattern Specialist Agent Ensembles

    6. Segment 30: Multi-Agent Pattern Hierarchical Orchestration

    7. Segment 31: Edge Case Handling and Agent Drift Prevention

    8. Segment 32: Translating Agent Architecture to Business Value

    9. Segment 33: Wrap-up Design Principles for Enterprise Agents

About this course

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  • 33 lessons
  • 5.5 hours of video content

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