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DEPLOY Fully Private + Local AI RAG Agents (Step by Step)

0 Просмотры • 24/05/26
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121gamers
121gamers
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👉 Get access to our Fully Local SOTA RAG system and learn how to customize it, in our community https://www.theaiautomators.com/?utm_source=youtube&utm_medium=video&utm_campaign=tutorial&utm_content=sota-local-rag

Every document you send to ChatGPT or Claude is a potential security liability.

Legal contracts. Medical records. Financial statements. Client data. HR documents.

The cloud-based AI tools we rely on every day are brilliant—but they're also third-party services with their own data policies, training practices, and potential breach vulnerabilities.

For enterprises handling sensitive information, "trust me" isn't good enough.

In this tutorial, I'll show you how to build a production-grade multimodal RAG system that never leaves your infrastructure. Zero external API calls. Complete data sovereignty.

🔗 Get Started:
Our Forked Self Hosted AI Starter Kit: https://github.com/theaiautoma....tors/self-hosted-ai-

🎯 What You'll Learn:
✅ Complete air-gapped RAG architecture
✅ Processing PDFs, images, tables, and audio locally
✅ IBM Docling for zero-hallucination document extraction
✅ Ollama + N8N + Docker local stack
✅ GPU requirements for production deployment
✅ Network deployment for team access
✅ Standard vs VLM document processing pipelines
✅ Maintaining semantic structure without cloud APIs
✅ Real-world hardware cost breakdowns

🔗 Links:
Docling Documentation: https://www.docling.ai/
Ollama Vision Models: https://ollama.com/
Qdrant: https://qdrant.tech/

⏱️ Timestamps:
00:00 Local AI + Docling
07:58 n8n + Docker
11:58 Setup Local AI Starter Kit
16:30 Building the RAG Ingestion
34:39 Building the AI Agent
46:56 Creating the Agent Frontend
50:17 Deploying to Local Network

💬 Questions or Comments?
What's preventing you from deploying local AI in your organization? Hardware costs? Complexity? Performance concerns? Let me know below!

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