Retrieve questions from a knowledge base with HTTP / REST API without manual work for Document Search
Intermediate RAG / Knowledge Base workflow for AI & Automation
Retrieve questions from a knowledge base with HTTP / REST API without manual work for Document Search. 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. What used to take a morning now runs on its own.
Key benefits
- ✓Runs 24/7 in the background
- ✓Saves hours of manual work each week
- ✓Removes copy-paste errors
- ✓Keeps your systems in sync
Use cases
- →Teams that want to rag pipeline without manual effort
- →Anyone automating document search in ai
- →Replacing a fragile manual process with a reliable workflow
Integrations
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.
Related templates
Clean company profiles with HubSpot and HTTP / REST API
Intermediate ai agents workflow that runs on a schedule and connects HubSpot, HTTP / REST API, Notion.
Clean company profiles with HubSpot and HTTP / REST API for your team
Intermediate ai agents workflow that runs on a schedule and connects HubSpot, HTTP / REST API, MySQL.
Enrich contact records with HubSpot and HTTP / REST API
Intermediate ai agents workflow that runs on a schedule and connects HubSpot, HTTP / REST API, Notion.
Augment company profiles with HubSpot and HTTP / REST API without manual work
Intermediate ai agents workflow that runs on a schedule and connects HubSpot, HTTP / REST API, Google Drive.