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Duration 7 hours
Course Outline
Foundational Concepts of AI Agents and Alibaba Cloud Capabilities
- Definition of AI agents and their distinction from conventional chat interfaces
- Typical enterprise applications including support functions, knowledge assistance, and automated task execution
- Essential components of an agent: models, prompts, tools, memory, and workflow logic
- Summary of pertinent Alibaba Cloud services utilized for agent construction and hosting
Environment Configuration and Initial Model Interaction
- Configuration of Alibaba Cloud accounts, workspaces, and security credentials
- Examination of the console, API endpoints, and fundamental development environment setup
- Accessing foundation models via Model Studio or equivalent services
- Executing an initial model request and verifying the response cycle
Constructing a Basic Agent Workflow
- Establishing the agent's role, operational boundaries, and anticipated outputs
- Formulating precise prompts and directives to ensure consistent performance
- Managing user input, output formatting, and fundamental conversational logic
- Testing and optimizing the agent using practical scenarios
Integrating Enterprise Knowledge via Retrieval
- Comprehension of retrieval-augmented generation in a practical context
- Preparation of business documentation and content for knowledge grounding
- Linking the agent to a knowledge repository for accurate question answering
- Assessing the accuracy, relevance, and traceability of responses
Tool Integration, Deployment, and Operational Management
- Empowering the agent to invoke external tools, APIs, or lightweight cloud functions
- Developing straightforward business workflows such as data lookup, summarization, or ticket support
- Deploying the agent for internal operations with rigorous access controls
- Monitoring logs, usage metrics, quality assurance, and costs with practical operational safeguards
Conclusion and Implementation Strategy
- Review of the end-to-end agent architecture and workflow design
- Identification of appropriate business scenarios for pilot programs
- Planning for subsequent improvements, governance structures, and team adoption
Requirements
- Familiarity with fundamental cloud computing concepts and web APIs
- Proficiency in utilizing a cloud console and command-line utilities
- Foundational knowledge of Python programming
Target Audience
- Developers aiming to build AI-powered applications on Alibaba Cloud
- Cloud engineers and solution architects investigating AI agent use cases
- Technical teams responsible for prototyping or deploying intelligent assistants for government
