Dify + Qdrant self-hosted RAG chatbot — Blueprint | Agentifact

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Dify + Qdrant self-hosted RAG chatbot

difyintermediate30 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

Tools used

Further reading

https://github.com/langgenius/dify/blob/main/docker/.env.example

Related Concepts

Agent OrchestrationConcept Tool UseConcept Function CallingConcept Agent RuntimeConcept

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Difficulty

intermediate

Time Estimate

30 min

Tools

dify

Related Terms

Agent Orchestration Tool Use Function Calling Agent Runtime

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