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Course Outline
AI Agent Fundamentals and Alibaba Cloud Services
- Definition of 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
- Setting up the Alibaba Cloud account, workspace, and access credentials
- Reviewing the console, APIs, and basic development environment
- Accessing foundation models through 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 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 practical terms
- Preparing business documents and content for knowledge grounding
- Connecting the agent to a knowledge source for question answering
- Evaluating answer accuracy, relevance, and traceability
Tool Utilization, Deployment, and Operations
- Enabling the agent to invoke external tools, APIs, or lightweight cloud functions
- Creating 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 cost with practical operational safeguards
Closure 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 using a cloud console and command-line tools
- 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
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1300 € + VAT*
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