This open-source starter kit provides a pre-configured Docker Compose environment for building self-hosted AI workflows. It combines n8n as a low-code orchestration platform, Ollama for running local LLMs, and Qdrant as a vector database for retrieval-augmented generation. Users can deploy AI agents, build Slack bots, summarize documents, and perform financial analysis—all without relying on external cloud services.