Icon

RAG Tool

<p>The RAG tool implements a RAG system on an input document. It embeds the input document and retrieves the document fragments that best fit the user query.</p>

The RAG tool implements a RAG system on an input document. It embeds the input document and retrieves the document fragments that best fit the user query.

RAG Tool

The RAG tool implements a RAG system on an input document. It embeds the input document and retrieves the document fragments that best fit the user query.

Tool Message Output
Document to query
Workflow Input
OpenAI Authenticator
Provide Open API key
OpenAI Embedding Model Selector
Table View
Variable to Table Column
FAISS Vector Store Creator
Text Chunker
User query tobe answered usingknowledge base
String Configuration
Vector Store Retriever
Ungroup
Format output

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: Roberto.Cadili
Created at: 2026-04-23
On NodePit since: 2026-04-24
Last update: 2026-04-24
Created with KNIME version: v5.11.0

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!