Introduction to LLMs: How Large Language Models Work | Aditya Chhabra | CBX

In this session, Aditya Chhabra, founder of CreateBytes (CBX), breaks down everything you need to understand about large language models and how AI tools like GPT and Claude actually work.

From fundamentals to advanced techniques like RAG, prompt engineering, and agent models, this deep-dive helps you move from using AI to building with it.

Explore how these models learn, the challenges they face, and the future of AI with multi-modal systems and mixture of experts architecture.

Key Timestamps:
(1:00:00) What is RAG and why is it a game changer
(1:00:12) Hallucinations: The real blocker for mission-critical AI
(1:01:15) Introduction: About the speaker and background
(1:02:06) Quick poll: Who’s used LLMs like GPT or Claude?
(1:03:28) High-level agenda: LLM fundamentals to advanced tools
(1:05:51) Core challenges: Domain knowledge, context handling, hallucinations
(1:07:59) Why prompt engineering, RAG, and fine-tuning matter
(1:08:39) What is RAG: Functional explanation and workflow
(1:10:13) RAG’s benefits: Fewer hallucinations, explainability, up-to-date data
(1:11:42) Example: Uploading private manuals and real-world use cases
(1:13:24) How RAG solves LLM limitations
(1:14:17) Prompt engineering: Writing effective and precise instructions
(1:17:44) Advanced techniques: Chain of thought, self-consistency, few-shot
(1:20:36) Key players and new AI hardware: NVIDIA, cloud platforms, Hugging Face
(1:23:18) Industry adoption: Using and building foundational models
(1:24:05) Latest architectures: Multi-modal models & mixture of experts
(1:26:13) Agent models vs. workflows: Goal vs. path orientation
(1:28:41) The future: Specialized, dynamic, multi-skill AI agents
(1:29:27) Practical setup: Python/virtual/cloud environments
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Welcome to CreateBytes — a DeepTech product studio where design, AI, and scalable tech come together.

In this video:
– Learn how we build intelligent products
– Explore our process behind [your service/tool/project]
– Discover how we blend design, tech & AI to solve real-world problems

🔍 Explore Our Ecosystem:
Website → https://createbytes.com
Instagram →   / createbytes  
LinkedIn →   / createbytes  
X (Twitter) →   / createbytes  

📌 Our Flagship Products:
– CB Vision (Visual Intelligence Engine)
– YugYog.ai (AI Surveillance)
– AltrixLabs (AI for Health, Fitness, Payments)
– VisionGPT (Multimodal CV + LLMs)
– Krigat (AI Fitness & Recovery)

🧠 Want to collaborate or build with us?
Drop us a message at → info@createbytes.com

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