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Duration 7 hours
Course Outline
AI Agent Fundamentals and Alibaba Cloud Services
- The nature of AI agents and their distinction from conventional chat applications
- Typical enterprise applications, including support, knowledge assistance, and task automation
- Essential agent elements: models, prompts, tools, memory, and workflows
- A summary of pertinent Alibaba Cloud services for agent development and hosting
Environment Setup and Initial Model Interaction
- Configuring the Alibaba Cloud account, workspace, and access credentials
- An overview of the console, APIs, and basic development configuration
- Accessing foundation models via Model Studio or similar services
- Executing the first model request and verifying the response process
Constructing a Basic Agent Workflow
- Defining the agent's role, task limitations, and anticipated results
- Crafting precise prompts and directives to ensure consistent behavior
- Handling user input, response structure, and basic dialogue flow
- Testing and refining the agent through practical scenarios
Incorporating Enterprise Knowledge via Retrieval
- Understanding retrieval-augmented generation in a practical context
- Preparing business documents and content for knowledge grounding
- Linking the agent to a knowledge source for question-answering capabilities
- Assessing the accuracy, relevance, and traceability of generated answers
Tool Integration, Deployment, and Operations
- Enabling the agent to invoke external tools, APIs, or lightweight cloud functions
- Developing simple business workflows such as data lookup, summarization, or ticket support
- Deploying the agent for internal use with proper access controls
- Monitoring logs, usage metrics, quality, and costs with practical operational safeguards
Summary and Implementation Strategy
- Reviewing the complete agent architecture and workflow
- Identifying appropriate business scenarios for pilot projects
- Outlining next steps for optimization, governance, and team adoption
Requirements
- Familiarity with core cloud computing concepts and web APIs
- Proficiency with cloud consoles and command-line utilities
- Foundational knowledge of Python programming
Audience
- Developers seeking to create AI-driven applications on Alibaba Cloud
- Cloud engineers and solution architects investigating AI agent applications
- Technical teams tasked with developing or deploying intelligent assistants
