Cole Medin upgrades the original local AI package by the n8n team by integrating Supabase into the stack, providing a local, Dockerized solution for AI agents. The system leverages n8n for workflow automation, incorporates Supabase as both an SQL database and PGVector-based vector store for RAG, and works alongside tools like Ollama and Flowise. This detailed setup demonstrates container orchestration, environment variable configuration, and troubleshooting, all built on a free template available on GitHub.

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