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Course Outline

AI Agent Fundamentals and Alibaba Cloud Services

  • Definition of AI agents and their distinction from standard chat applications
  • Typical enterprise use cases including support, knowledge assistance, and task automation
  • Key agent components: models, prompts, tools, memory, and workflows
  • Overview of pertinent Alibaba Cloud services for building and hosting agents

Environment Setup and Initial Model Interaction

  • Setting up the Alibaba Cloud account, workspace, and access credentials
  • Exploring the console, APIs, and basic development configuration
  • Accessing foundation models via Model Studio or related services
  • Executing an initial model call and validating the response flow

Developing a Simple Agent Workflow

  • Defining the agent's role, task scope, and expected outputs
  • Composing clear prompts and instructions for consistent behaviour
  • Handling user input, response formatting, and basic conversation flow
  • Testing and refining the agent using practical examples

Incorporating Enterprise Knowledge with Retrieval

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

Tool Utilization, Deployment, and Operations

  • Enabling the agent to invoke external tools, APIs, or lightweight cloud functions
  • Constructing simple business workflows such as lookup, summarization, or ticket support
  • Deploying the agent for internal use with appropriate access controls
  • Monitoring logs, usage metrics, quality, and costs while implementing operational safeguards

Conclusion and Implementation Planning

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

Requirements

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

Audience

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

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