WorkflowCrate
Free sampleIntermediateRAG / Knowledge BaseWebhook trigger7 nodes

Query indexed documents with HTTP / REST API for Q&A (06933)

Intermediate RAG / Knowledge Base workflow for AI & Automation

Query indexed documents with HTTP / REST API for Q&A (06933). An original, ready-to-import n8n workflow built around the 'RAG Pipeline' pattern for ai & automation. It fires on a webhook and orchestrates 6 nodes across HTTP / REST API. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. Nothing slips through the cracks.

Key benefits

  • Has retries and error handling built in
  • Removes copy-paste errors
  • Runs 24/7 in the background
  • Saves hours of manual work each week

Use cases

  • Teams that want to rag pipeline without manual effort
  • Anyone automating q&a in ai
  • Replacing a fragile manual process with a reliable workflow

Integrations

HTTP / REST APIGoogle Gemini

What's inside (7 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

Chain LlmHttp RequestLm Chat Google GeminiRespond To WebhookSetSticky NoteWebhook
Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.