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Course Outline

Fundamentals of AI Agents and Alibaba Cloud Services

  • Distinguishing AI agents from standard chat applications.
  • Common enterprise use cases, including customer support, knowledge assistance, and task automation.
  • Essential agent components: models, prompts, tools, memory, and workflows.
  • An overview of relevant Alibaba Cloud services for building and hosting agents.

Environment Setup and Initial Model Interaction

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

Constructing a Simple Agent Workflow

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

Integrating 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 for question-answering capabilities.
  • Evaluating the accuracy, relevance, and traceability of answers.

Tool Integration, Deployment, and Operations

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

Conclusion and Implementation Planning

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

Requirements

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

Audience

  • Developers aiming to build 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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