In this episode of Cludo's "Masters Of" series, we dive deep into the world of AI, Natural Language Processing (NLP), large language models (LLMs) and machine learning with András, Cludo's expert ML engineer. Through his unique journey from linguistics to AI, András shares insights on the evolving landscape of AI, the importance of understanding AI capabilities and limitations, and explains the use of Retrieval Augmented Generation (RAG) in applications, information retrieval and search.
Join us to explore how AI is shaping the future of content management and the web. This episode was filmed on July 2, 2024. Visit cludo.com/ai-chat to learn more!
0:00 Welcome to Masters Of Episode 4: Mastering AI in Information Retrieval and Search
00:48 Meet András: Cludo's Machine Learning Engineer
01:22 András' Journey: From Linguistics to Machine Learning
03:26 Understanding Machine Learning at Cludo
04:38 Explaining AI Concepts to Non-Technical Audiences
07:47 Challenges and Misconceptions in AI
15:28 AI in Information Retrieval and Search
19:27 AI Tools and Resources
24:49 Retrieval Augmented Generation (RAG) Explained
31:47 Future Predictions and Closing Thoughts
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