Guides

Practical walkthroughs that show you how to use FutureSearch for common data processing tasks. Each guide covers a single operation end-to-end with working code.

Classify

• Classify and Label Rows
• Filter a Dataset Intelligently

Rank

• Rank Data by External Metrics

Dedupe

• Deduplicate Training Data
• Resolve Duplicate Entities
• Scale Deduplication to 20K Rows

Merge

• Join Tables Without Shared Keys

Forecast

• Turn Claude into an Accurate Forecaster
• Find Profitable Prediction Market Trades
• Forecast Outcomes for a List of Entities
• Value a Private Company
• forecast() API reference

Research

• Add a Column via Web Research
• LLM-Powered Data Labeling