4d • General Discussion 💬
🎯 Built a RAG Framework That Thinks Like a SOC Analyst (But Faster!)
👨💻 + 🤖 + 🧠 = 🚀
Ever wondered what happens when you mix n8n, OpenAI, Redis, and GitLab into a cybersecurity smoothie?
🍹Well… I did. And the result is a Retrieval-Augmented Generation (RAG) framework that’s now helping SOC teams respond smarter and faster!
Here’s the magic:
🔁 Weekly Workflow
📂 Pulls SOC playbooks from GitLab
✂️ Chunks them into digestible pieces
🧠 Embeds each chunk using OpenAI
📦 Stores them in Redis for lightning-fast semantic search
⚡ Main Workflow
🔍 Gets a query from PRISM
🤖 AI Agent checks Redis for similar incidents
📬 If found → sends SOC an email with relevant content + GitLab link
🛠️ If not → another AI agent creates a new playbook and pushes it to GitLab
📨 SOC gets the new playbook link instantly
💡 Why does this matter?Because now, SOC teams get instant, AI-curated guidance—whether it’s reused knowledge or freshly generated content.
No more digging through docs. No more waiting. Just actionable intelligence on demand.
🔧 Powered by: n8n | OpenAI | Redis | GitLab | PRISM | Email
Let’s make cybersecurity workflows smarter, not harder.
Curious how this could work in your org? Let’s connect! 💬
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🎯 Built a RAG Framework That Thinks Like a SOC Analyst (But Faster!)
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