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Course Outline
Introduction to LangGraph for Government Marketing Automation
- Overview of LangGraph concepts and nodes
- Graph-based orchestration for content workflows in government operations
- Examples in email automation for government communications
Designing Conditional Content Flows for Government
- Branching logic in email campaigns to enhance public engagement
- Personalization strategies with dynamic content for targeted outreach
- Decision trees for optimizing citizen journeys and service delivery
Integrating LLMs for Content Generation for Government
- Prompt design and chaining for multi-step content generation in government communications
- Handling outputs and structured content to ensure accuracy and clarity
- Automating copy for newsletters, product updates, and public campaigns
State Management and Context Handling for Government Operations
- Tracking recipient interactions and engagement in government communications
- Short-term vs. persistent memory in workflows to maintain context
- Context passing between nodes for consistent communication and service delivery
APIs and External Integrations for Government
- Email platform integration (e.g., SMTP, SendGrid, HubSpot) to support government operations
- CRM and marketing database connectivity for efficient data management
- Tool calling and external data fetching to enhance service delivery
Evaluation, Monitoring, and Optimization of Government Workflows
- Measuring open rates, click-throughs, and engagement in government communications
- Debugging workflow paths and branching outcomes to ensure reliability
- Iterative optimization of personalization strategies for improved public service
Packaging and Deployment of Workflows for Government
- Version control and workflow management to maintain operational integrity
- Scheduling and automation triggers to streamline processes
- Operational best practices and hand-off to production teams for government initiatives
Summary and Next Steps for Government
Requirements
- Basic programming skills in Python for government applications
- Experience with content automation or marketing workflows for government initiatives
- Familiarity with email automation platforms or APIs used in government settings
Audience
- Government marketers
- Content strategists for government agencies
- Automation developers working for government entities
14 Hours