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Course Outline

Fundamentals of AI Agents and Alibaba Cloud Services

  • Distinguishing AI agents from standard chat applications
  • Common enterprise applications, including support, knowledge assistance, and task automation
  • Core agent elements: models, prompts, tools, memory, and workflows
  • Overview of pertinent Alibaba Cloud services for building and hosting agents

Environment Setup and Initial Model Interaction

  • Configuring the Alibaba Cloud account, workspace, and access credentials
  • Navigating 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

Developing a Simple Agent Workflow

  • Defining the agent's role, task boundaries, and expected outputs
  • Crafting clear prompts and instructions for consistent 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 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 assistance
  • Deploying the agent for internal use with appropriate access controls
  • Monitoring logs, usage, quality, and cost while implementing practical operational safeguards

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

Target Audience

  • Developers seeking 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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