Agentic AI - How to with SAS® Viya®
AGAI : AGAIV2
Learn to build, deploy, and monitor Agentic AI LLM-based applications using SAS Viya and the SAS Agentic AI Accelerator.
Learn How To
- Register, publish, deploy, and monitor large language models (LLMs) and Agentic AI workflows (intelligent decision flows).
- Combine proprietary and open-source LLMs with deterministic models in decision-making workflows.
- Govern, version, and scale LLM usage in enterprise applications.
Who Should Attend
- Technical Roles:
- Data Scientists and AI Engineers
- Cloud Architects
- Developers
- Business Roles:
- Decision Science Professionals
- Mixed Roles:
- Enterprise Application Teams
- AI Strategists
Prerequisites
Before taking this course, you should
- Understand LLMs.
- Be familiar with Python for model registration and management.
- Know SAS Model Manager and ModelOps, SAS Intelligent Decisioning, and SAS Container Runtime.
- Know basic deployment techniques (e.g., YAML for Kubernetes, SAS Container Runtime).
- Be familiar with Azure Cloud fundamentals (Azure CLI, cloud concepts).
SAS Products Covered
SAS Model Manager;SAS Intelligent Decisioning
Course Outline
Foundational Model Repository
- Introduction to SAS Foundational Model Repository.
- Standardizing inputs, outputs, and options using Python wrappers.
- Register proprietary and open-source models in SAS Model Manager.
- Publish models as Docker images to Azure Container Registry.
- Deploy models to Azure containers using scripts.
- Score deployed models using SAS, Python, or bash scripts.
- Create decision flows with non-deterministic LLMs (e.g., GPT-4o-mini, QWEN) and deterministic models (e.g., gradient boosting).
- Publish and deploy decision flows to Azure.
- Modify LLM configurations, update prompts, and version decision flows.
- Integrate workflows into Azure AI Assistants for execution and enhanced functionality.
- Demonstrate integration of Agentic AI workflows into enterprise applications.
Live Class Schedule
Duration: 8.5 hours
Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
This course isn't publicly scheduled, but private training and mentoring may be available. Contact us to explore options.
Private Training
Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
Mentoring Services
Take your training to the next level with personalized mentoring. While private training offers structured coursework, mentoring provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.