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Course Outline

AI Agent Fundamentals and Alibaba Cloud Services

  • Differentiating AI agents from standard chat applications
  • Common enterprise applications including support, knowledge assistance, and task automation
  • Core agent components: models, prompts, tools, memory, and workflows
  • An overview of Alibaba Cloud services suitable for building and hosting agents

Environment Setup and Initial Model Interaction

  • Configuring the Alibaba Cloud account, workspace, and access credentials
  • Familiarizing with the console, APIs, and basic development environment
  • Gaining access to foundation models via Model Studio or similar services
  • Executing an initial model call and verifying the response flow

Constructing a Simple Agent Workflow

  • Defining the agent's role, task scope, and expected outputs
  • Crafting precise prompts and instructions to ensure consistent behavior
  • Handling user input, response formatting, and basic conversation dynamics
  • Testing and refining the agent using 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 query resolution
  • Evaluating the accuracy, relevance, and traceability of responses

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 support
  • Deploying the agent for internal use with appropriate access controls
  • Monitoring logs, usage metrics, quality indicators, and costs with practical operational safeguards

Conclusion and Implementation Planning

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

Requirements

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

Target Audience

  • Developers aiming to construct AI-driven applications on Alibaba Cloud
  • Cloud engineers and solution architects investigating AI agent use cases
  • Technical teams focused on prototyping or deploying intelligent assistant solutions
 7 Hours

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