For AI agents: a documentation index is available at the root level at /llms.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.

Getting Started
- Welcome
- Contributing
Concepts
Tutorials
Recipes
Plugins
Dev Notes

Welcome
Contributing
Columns
Seed Datasets
Agent Rollout Ingestion
Default Model Settings
Configure with the CLI
Custom Model Settings
Model Providers
Model Configs
Inference Parameters
Custom Columns
Validators
Processors
Workflow Chaining
Person Sampling
Traces
Overview
MCP Providers
Tool Configs
Enabling Tools
CLI Configuration
Safety & Limits
Architecture & Performance
Deployment Options
Security
Overview
The Basics
Structured Outputs, Jinja Expressions, and Conditional Generation
Seeding with an External Dataset
Providing Images as Context
Generating Images
Image-to-Image Editing
Recipe Cards
Text to Python
Text to SQL
Nemotron Super Text to SQL
Markdown Section Seed Reader Plugin
Product Info QA
Multi-Turn Chat
Agent Rollout Trace Distillation
Basic MCP Tool Use
PDF Document QA
Nemotron Super Search Agent
Seed Dataset Preparation
Nemotron Parse OCR
Text QA from OCR Transcripts
Page Classification
Visual QA
Single-Page QA
Multi-Page Windowed QA
Whole-Document QA
Frontier Judge QA Filter
Overview
Example Plugin
FileSystemSeedReader Plugins
Discover
Overview
Designing Nemotron-Personas
Prompt Sensitivity
Retriever SDG Toolkit
Have It Your Way
VLM Long Document Understanding
Push Datasets to Hugging Face Hub
Text-to-SQL for Nemotron Super
Async All the Way Down
Owning the Model Stack
Data Designer Got Skills
Search Agent
Structured Outputs from Nemotron
Deep Research Trajectories
Design Principles
RQA Dataset

Recipes MCP and Tool Use

PDF Document QA

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Download Recipe

Download the complete recipe script

Developer-friendly docs for your API