Capstone Part 2: Agent Development
Build a Platform Engineering Assistant agent with LangChain tools, safety guardrails, and RAG integration.
Lab Overview
Build the Platform Engineering Assistant agent with LangChain tools, safety guardrails, RAG integration, and conversation memory.
You'll learn to:
- Build LangChain tools for Kubernetes operations
- Create an agent with tool selection and execution
- Implement safety guardrails for dangerous operations
- Integrate RAG context into agent responses
- Add conversation memory for multi-turn interactions
What You'll Learn
Build LangChain tools for Kubernetes operations
Create an agent with tool selection and execution
Implement safety guardrails for dangerous operations
Integrate RAG context into agent responses
Add conversation memory for multi-turn interactions
Prerequisites
Completion of Capstone Part 1: RAG Foundation
Understanding of AI agents (Course 4)
Python programming with async patterns
Technologies Covered
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Everything Included in Your Subscription
Content & Learning
- Access to all courses and bootcamps
- Video lessons with closed captions
- Interactive quizzes and assessments
- Course completion certificates
Hands-On Labs
- Browser-based cloud labs
- Pre-configured VMs ready to use
- Playgrounds for experiments
- Multi-VM realistic scenarios
AWS Integration
- Managed AWS Account included
- Pre-configured environments
- Real-world cloud scenarios
Support & Community
- Priority support
- Active community forum
No Setup Required
- Everything runs in your browser
- No software installation needed
- Automatic environment provisioning
- Works on any device
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