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Modern AI is powerful but it doesn’t know your business. In this live demo, Raneem Ghalion, AI Business Strategy Consultant (Adopli AI) will demonstrate how Retrieval-Augmented Generation (RAG) connects a language model to your own data for accurate, context-aware answers.
You’ll see a working prototype built live, understand the workflow (LLM + vector database + pipeline), and leave with a clear checklist to ship your first data-aware chatbot.
Key takeaways:
How retrieval + generation work together
Minimum viable RAG stack (LangChain, Pinecone, Bedrock, n8n)
Steps to connect your own docs and deploy
Format: 20-min intro → 45-min live RAG build (LLM + vector DB + data pipeline) → 20-min Q&A → 15-min networking
? Fri., Nov. 28, 2025
? 6-8 PM
?Hackforge HQ (300 Ouellette Ave., Suite 210) & Online via Zoom
? RSVP & More info at www.hackf.org/events
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Event Venue
300 Ouellette Ave, Unit 210, Windsor, ON, Canada, Ontario N9A 7B4
Tickets
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