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What if your AI could actually understand your business — without retraining or fine-tuning? In this video, you’ll learn to how a private AI that knows your business is built using Retrieval-Augmented Generation (RAG). We’ll walk through how to connect your company’s knowledge base to a general LLM — so it can answer questions using your data securely and privately. You’ll learn: • Why general models like ChatGPT can’t know your business • How RAG fixes that limitation • How to build a simple ingestion pipeline for your business data • How to connect retrieval to an LLM chat interface • A full demo: Ingest data → Retrieve info → Get smart, business-aware answers By the end, you’ll understand what's needed to build an AI assistant that truly understands your company — with full privacy and control. --- Timestamps 0:00 - What We’re Covering 1:38 - Why ChatGPT Doesn’t Know Your Business 3:28 - What We’re Building (The Fix) 4:03 - App Architecture 6:10 - Building the Knowledge Pipeline 13:52 - Bringing It All Together 22:03 - Demo 24:24 - Key Takeaways + What’s Next --- Hey, I’m Frazer Dourado 👋 I build AI systems and break down how they really work. Subscribe if you want more deep dives like this. 🔗 Connect on LinkedIn: https://www.linkedin.com/in/frazer-dourado/ 🌐 Blog: https://frazerdourado.com/ 📩 Subscribe for updates: @frazerdourado 📅 Need help building AI systems? Book a free intro call: https://cal.com/frazer-dourado/intro-call #RAG #aiagents #chatgpt #privacyaI #llamaindex #fastapi #aiworkflows #enterpriseAI #LLM #openai