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AI/ML STIG Lecture Series

Artificial Intelligence and Machine Learning Science and Technology Interest Group

Module 1: Large Language Models as Autonomous Agents
Lecture 3: RAG & Function Tools

AI/ML STIG about AI/ML STIG Lecture Series

Location

Virtual

Dates

17 November 2025
4:00pm ET

Community

AI/ML STIG

Type

Seminar

Retrieval Augmented Generation and Function Tools

Speaker

Yuan-Sen Ting, OSU

Break through LLM limitations with function tools and Retrieval Augmented Generation. Build astronomical calculation tools, implement document-based Q&A, and create powerful research assistants.

Topics Covered:

  • Function tools for extending LLM capabilities
  • Astronomical calculation tools
  • Retrieval Augmented Generation (RAG)
  • Document chunking and embedding search
  • Vector databases for production systems

Session Recording

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