29d (edited) โ€ข Wins
๐Ÿš€ Just shipped: BFS Suite (Big For Small) โ€” a multi-agent AI support system built entirely with n8n + RAG
๐Ÿš€ Just shipped: BFS Suite (Big For Small) โ€” a multi-agent AI support system built entirely with n8n + RAG
Here's what I built:
3 specialized AI agents under one roof:
โ†’ Legal agent โ€” contracts & compliance
โ†’ HR agent โ€” policies & onboarding
โ†’ Support agent โ€” FAQs & troubleshooting
Every query goes through an AI Router (GPT-4o-mini) that classifies the topic and routes to the right agent in real time.
โš™๏ธ Under the hood:
โ€ข RAG with pgvector similarity search (Supabase)
โ€ข Dual access: public web widget vs internal dashboard
โ€ข Knowledge gap detection โ€” unanswered questions logged automatically
โ€ข Escalation via Telegram โ€” 3 triggers: low similarity score, explicit user request, or ambiguous routing (Legal/HR overlap)
โ€ข Human-in-the-loop โ€” when the router's confidence drops below 0.7, the query goes to a human instead of guessing
โ€ข Full analytics dashboard with live charts
โ€ข Document upload straight from the dashboard
๐Ÿ›  Stack: n8n ยท GPT-4o-mini ยท Supabase (pgvector) ยท Netlify ยท Telegram Bot API
๐Ÿ“Š 5 workflows: Ingestion โ†’ Query โ†’ Logging โ†’ Upload โ†’ Escalation
Everything is production-ready โ€” real RAG, real logging, real escalation. Not a toy project.
๐ŸŒ Live dashboard: charming-sable-0dd4f8.netlify.app
Happy to answer any questions about the build โ€” drop them below ๐Ÿ‘‡
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4 comments
Yevhenii Nohin
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๐Ÿš€ Just shipped: BFS Suite (Big For Small) โ€” a multi-agent AI support system built entirely with n8n + RAG
Data and Ai Automations
skool.com/data-and-ai
For operators and builders who want to actually profit from AI โ€” not just learn about it.
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