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Course Outline

AI Agent Fundamentals and Alibaba Cloud Services

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

Environment Setup and Initial Model Interaction

  • Preparing the Alibaba Cloud account, workspace, and access credentials
  • Reviewing the console, APIs, and basic development setup
  • Accessing foundation models through Model Studio or related 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
  • Crafting clear prompts and instructions for 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 practical terms
  • 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 answers

Tool Integration, Deployment, and Operations

  • Enabling the agent to invoke external tools, APIs, or lightweight cloud functions
  • Developing simple business workflows such as lookup, summarization, or ticket assistance
  • Deploying the agent for internal use with appropriate access control
  • Monitoring logs, usage, quality, and cost while implementing practical operational safeguards

Wrap-Up 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 concepts and web APIs
  • Experience with cloud consoles and command-line tools
  • Basic proficiency in Python programming

Audience

  • Developers aiming to build AI-powered 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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Provisional Upcoming Courses (Require 5+ participants)

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