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Template·Text & Data

Chat With Your Documents

Name: NodeTool
Author: NodeTool

Retrieval-augmented Q&A over your own documents. Index a small knowledge base into a vector collection, pull the passages matching a search keyword, and get a Markdown answer that cites its sources and refuses to guess when the answer isn't in the docs. NodeTool's first RAG example. The answer step uses your default language model; the collection is configured for Ollama nomic-embed-text embeddings.

Download NodeTool How to run it

Input

How long does the Aurora One take to fully charge, and what does its warranty cover?

Output



I couldn't find that in the provided documents.

The workflow

Data flow15 nodes

String Input

input

String Input

input

String Input

input

Collection

vector

+2 more nodes in this step

Query Text

vector

Index Text Chunk

vector

Index Text Chunk

vector

Index Text Chunk

vector

Code

code

Prompt

text

Output

output

Agent

agents

Output

output

How to run it

01
Download NodeTool Studio
Install the free desktop app for macOS, Windows, or Linux. It runs on your own machine, no account required to start.
02
Open the Chat With Your Documents template
Browse the built-in template library inside Studio and open this workflow onto the canvas. Every node is already wired up.
03
Add your keys
Connect the providers this workflow uses (Agent). Bring your own keys — you pay the provider directly.
04
Run and remix
Hit Run to execute the graph and watch results stream in. Swap models, edit prompts, or rewire nodes to make it yours.