Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
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
