Examples

Run our example notebooks in Google Colab to explore the SDK. Quick Start gets you running; Getting Started covers core concepts; Custom Filesets, Answer Types, Evaluation, and Fine Tuning show workflows for specific use cases.

Quick Start

Example

Quick Start

Getting Started

Step-by-step guides for datasources, answer types, GRPO and SFT training.

Example

News Datasource

Example

Custom Documents

Example

BigQuery Datasource

Example

Answer Types

Example

GRPO Training

Example

SFT Training

Custom Filesets

Create custom filesets and generate QA pairs from your own documents.

Example

Create Fileset

Example

Basic QA Generation

Example

Advanced Features

Example

Beige Book (Document Labeling)

Answer Types

Focused examples for binary, continuous, and multiple-choice answer type workflows.

Example

Binary

Example

Continuous

Example

Multiple Choice

Evaluation

Evaluate models, run consensus analysis, and backtest on prediction markets.

Example

Foresight Model

Example

Model Consensus

Example

Polymarket Backtesting

Example

Document Classification

Fine Tuning

Full workflows from seeds to labeled datasets and fine-tuned models.

Example

Golf Forecasting

Example

Trump Forecasting

Example

Survival LLM

Example

Military Strikes Forecasting