DockerDocker ComposeDify (visual RAG builder)Qdrant (vector DB)PostgreSQL/Redis (backend)intermediate30 min

Dify + Qdrant self-hosted RAG chatbot

Production-ready, fully self-hosted RAG chatbot with hybrid search, agentic workflows, no cloud vector DB costs/limits

Prerequisites

  • →Docker 20.10+
  • →Docker Compose 2.0+
  • →8GB+ RAM
  • →git clone https://github.com/langgenius/dify
  • →LLM API keys (OpenAI/etc.) for embeddings/LLM

Further reading