LLM vs RAG – the challenges and opportunities in real life use cases on real life problem
Date / Time: Saturday 23 November / 12:25 - 13:25 EET @ Workshop room (-1st floor - Room 1)
Kindly Offered from Netcompany-Intrasoft
Speaker: Sotirios Tzamaras
Data Scientist @ Netcompany-intrasoft
Speaker: Theatina Kylafi
IT Business Analyst / Data Scientist @ Netcompany-Intrasoft
Speaker: Iosif Beloukas
Data Intelligence and AI Director | Enterprise Solutions @ Netcompany – Intrasoft
Speaker: Nikos Kousiadis
AI Lead – Data Intelligence and AI Technology @ Netcompany Enterprise Solutions
Workshop Description:
In this 50-minute workshop participants will delve into the intricacies of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG). The session will explore how these advanced AI technologies are transforming various industries by enhancing natural language understanding and generation.
Attendees will gain insights into the fundamental differences between LLMs and RAG, their respective strengths, and the unique challenges they present when applied to real-world scenarios. The workshop will also highlight practical applications and case studies, showcasing how businesses and researchers are leveraging LLMs and RAG to solve complex problems.
Participants will have the opportunity to engage in interactive discussions, addressing common obstacles such as data privacy, model interpretability, and scalability.
What will you Learn:
By the end of the session, attendees will be equipped with a deeper understanding of how to harness the potential of these cutting-edge technologies to drive innovation and efficiency in their own projects.
Level: intermediate
TAGs: #AI #LLM #RAG
Target audience: engineers interested in LLMs and RAG
Prerequisites on HW and Audience: basic know-how on LLMs and RAG
Deliverables: TBD
Schedule: TBD