Local Chatbot with Retrieval Augmented Generation (RAG)
n8n · Marketing · checked 2026-10-28
Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions about PDF files. Tutorial Click here to view the YouTube Tutorial How it works Build a chatbot that answers based on documents you provide it (Retrieval Augmented Generation). You can upload as many PDF files as you want to the Qdrant database. The chatbot will use its retrieval too
At a glance
- Brand
- n8n
- Jobs
- Marketing
- Sources
- 1
Dimensions
- Brands: n8n
- Agents: n8n · Visit via /go/
- Occupations: Marketing
- Industries: cross-industry
- Tasks: ops
Sources
- https://n8n.io/workflows/5148 · fetched 2026-10-28 — “Build a 100% local RAG with n8n, Ollama and Qdrant. This agent uses a semantic database (Qdrant) to answer questions about PDF files. Tutorial Click here to view the YouTube Tutori”
Last checked 2026-10-28. Description source: harvest.