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Technical Implementation Training

Platform Architecture Overview​

A comprehensive technical program covering the CAP platform architecture, implementation, and operations on AWS infrastructure.

Technical Landscape​

Foundation Technologies​

  • Large Language Models
  • Vector Databases
  • Retrieval Augmented Generation
  • Orchestration Frameworks
  • Knowledge Graphs

CAP Platform Benefits​

  • Modular Architecture
  • Enterprise Integration
  • Scalable Infrastructure
  • Security by Design
  • Cost Optimization

Key Differentiators​

  • Purpose-built APIs
  • Automated Workflows
  • Continuous Learning
  • Data Governance
  • Enterprise Readiness

Implementation Advantages​

  • Rapid Deployment
  • Best Practices Built-in
  • Flexible Integration
  • Managed Services
  • Performance Optimization

Infrastructure Implementation​

AWS Landing Zone​

  • Multi-account Setup
  • VPC Architecture
  • Security Groups
  • IAM Configuration
  • Service Mesh

Terraform Deployment​

  • Infrastructure as Code
  • Module Structure
  • State Management
  • Pipeline Integration
  • Environment Management

Security Framework​

  • Authentication
  • Authorization
  • Data Encryption
  • Network Security
  • Compliance Controls

Monitoring Setup​

  • CloudWatch Integration
  • Alerting System
  • Performance Metrics
  • Cost Tracking
  • Audit Logging

Platform Components​

LangGraph Framework​

  • Agent Architecture
  • Workflow Design
  • Memory Management
  • Tool Integration
  • Error Handling

Vector Storage​

  • Pinecone Setup
  • Index Management
  • Query Optimization
  • Scaling Strategy
  • Backup Systems

Data Pipeline​

  • AWS Glue ETL
  • Lambda Functions
  • Step Functions
  • Event Bridge
  • S3 Management

API Layer​

  • API Gateway
  • Lambda Integration
  • Authentication
  • Rate Limiting
  • Cache Strategy

Data Management​

Ingestion Pipeline​

  • Data Sources
  • ETL Processes
  • Quality Checks
  • Transformation Rules
  • Error Handling

Storage Solutions​

  • S3 Organization
  • RDS Configuration
  • DynamoDB Usage
  • Backup Strategy
  • Lifecycle Management

Data Governance​

  • Access Controls
  • Versioning
  • Audit Trail
  • Compliance
  • Privacy Protection

Performance Optimization​

  • Query Tuning
  • Cache Strategy
  • Load Balancing
  • Cost Management
  • Scaling Rules

Hands-on Labs​

Infrastructure Setup​

  • AWS Account Configuration
  • Terraform Deployment
  • Network Setup
  • Security Implementation
  • Monitoring Configuration

Platform Deployment​

  • Component Installation
  • Integration Setup
  • Testing Procedures
  • Performance Tuning
  • Troubleshooting

Data Pipeline Creation​

  • Source Integration
  • Transform Implementation
  • Quality Validation
  • Error Handling
  • Monitoring Setup

API Development​

  • Endpoint Design
  • Authentication Setup
  • Testing Strategy
  • Documentation
  • Version Management

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