Develop a Web-based system.
Developing Intelligent Applications Using LLMs
Course Information
- Title: Developing Intelligent Applications Using LLMs
- Instructor: Sujee Maniyam, Node 51
- Time: October 9, 2024; 11 a.m. – 5 p.m. ET
- Duration: 6 hours
- Cost: $300 for NET+ AWS and GCP Subscribers, $400 for Internet2 members (see the list of member institutions here), $500 for non-members
- Delivery: Virtual via Zoom
- Registration: Register
Course Overview
We have all seen how powerful and impactful Large Language Models (LLMs) like ChatGPT are. These very powerful AI models are enabling a new generation of conversational applications. This hands-on workshop introduces the audience to LLMs, data augmentation using the Retrieval Generation Augmentation (RAG) approach, and how to build web-based apps using open-source tools.
Skill Level and Target Audience
- Introductory to Intermediate
- Research IT, Enterprise IT
Workshop Objectives
- Embeddings and embedding models; searching text for meanings / context using embeddings
- Vector databases and performing text search with vector databases
- What LLMs are and how to use them (via API and locally)
- Developing applications using LLM
- Developing RAG applications
- Deploying containerized applications