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Course Outline

AI Agent Fundamentals and Alibaba Cloud Services

  • Defining AI agents and distinguishing them from standard chat applications
  • Exploring common enterprise use cases, including support, knowledge assistance, and task automation
  • Identifying core agent components: models, prompts, tools, memory, and workflows
  • Overview of Alibaba Cloud services relevant for building and hosting agents

Environment Setup and Initial Model Interaction

  • Preparing the Alibaba Cloud account, workspace, and access credentials
  • Reviewing the console interface, APIs, and essential development setup
  • Accessing foundation models via Model Studio or associated services
  • Making an initial model call and validating the response flow

Constructing a Simple Agent Workflow

  • Defining the agent's role, task boundaries, and expected outputs
  • Drafting clear prompts and instructions to ensure reliable behavior
  • Managing user input, response formatting, and basic conversation flow
  • Testing and refining the agent with practical examples

Incorporating Enterprise Knowledge via Retrieval

  • Understanding retrieval-augmented generation in a practical context
  • Preparing business documents and content for knowledge grounding
  • Connecting the agent to a knowledge source to facilitate question answering
  • Evaluating answer accuracy, relevance, and traceability

Tool Integration, Deployment, and Operations

  • Enabling the agent to invoke external tools, APIs, or lightweight cloud functions
  • Developing simple business workflows such as lookups, summarization, or ticket assistance
  • Deploying the agent for internal use with appropriate access controls
  • Monitoring logs, usage metrics, quality indicators, and costs using practical operational safeguards

Closing Remarks and Implementation Planning

  • Reviewing the end-to-end agent architecture and workflow
  • Identifying suitable business scenarios for pilot projects
  • Planning next steps regarding improvement, governance, and team adoption

Requirements

  • Fundamental understanding of cloud computing concepts and web APIs
  • Experience navigating cloud consoles and using command-line tools
  • Basic proficiency in Python programming

Audience

  • Developers seeking to build AI-driven applications on Alibaba Cloud
  • Cloud engineers and solution architects exploring AI agent use cases
  • Technical teams tasked with prototyping or deploying intelligent assistants
 7 Hours

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