RAG, Fine-Tuning, and Agents: The Three Key Patterns of Generative AI

WHAT YOU'LL LEARN
Retrieval Augmented Generation, or RAG: Learn how RAG is Dense Vector Retrieval (think recommender systems) + In-Context Learning (think prompt engineering).
Fine-Tuning: Learn how to think about efficient fine-tuning of Large Language Models (LLMs) and Embedding models!
Agentic Reasoning: Understand the most popular buzzword in 2024 - Agents! What is an agent, and how can we leverage them?
WHY THIS TOPIC MATTERS
RAG, Fine-Tuning, and Agents are three of the most misunderstood topics in Generative AI. None of them are specific "things," rather, they are all patterns. Most people don't understand this. By understanding the primary patterns of generative AI and the needs of your customers and stakeholders, you can figure out exactly what you should be building with AI right now, why, and (even) how.
Speakers:
Dr. Greg, Co-Founder & CEO
/ gregloughane
The Wiz, Co-Founder & CTO
/ csalexiuk
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[@SaharNesaei]

Great! Thanks! Excited for the multi agent applications to build!

[@DonBranson1]

Great session Dr. Greg!

[@gabrieleguo]

Your videos are always great, easy to understand and clear. Keep them coming! ps: Greg, your linkedin link seems broken.

[@AI-Makerspace]

Thanks @gabrielguo! We plan to! Dropping the hard link here: www.linkedin.com/in/gregloughnane/ Will keep this in mind on the next set of slides!

[@caseyhoward8261]

Thought for sure you weren't gonna teach me anything that I haven't already learned. Yup, thank goodness I'm pretty good at ignoring my naivete! 🤣 I may of actually learned a "a thing" or "two" 😉 lol Thanx man!

[@AI-Makerspace]

Haha let's gooooooooo Casey! We love to hear it!

[@charleskilpatrick9704]

Thank you for posting! Was not aware this was conducted today.

[@AI-Makerspace]

This was last Tuesday! Our "lightning lessons" with Maven will be on Zoom - watch the newsletter to hear about the next ones!

[@AI-Makerspace]

First demo: huggingface.co/spaces/ai-maker-space/GenZAI Second demo: huggingface.co/spaces/ai-maker-space/ChatWithYourPDF Slides: www.canva.com/design/DAGEj1bQck4/JTdAWjS5e-ewSwLGOrKfPw/edit?DAGEj1bQck4&

[@DonBranson1]

are the GenZAI and ChatWithYourPDF apps still available, or should it be removed from this comment?