extractml

README

ExtractML

Force structured data from free-text responses.

ExtractML auto-injects extraction calls when models return prose instead of structured data.

Quickstart

export OPENAI_API_KEY=sk-...
npx @stockyard/extractml

# Your app:   http://localhost:6080/v1/chat/completions
# Dashboard:  http://localhost:6080/ui

What You Get

• Auto-extract structured data from prose
• Define output schemas
• Retry with extraction prompt
• Cache extraction patterns
• Works with any model
• Dashboard with extraction stats

Config

# extractml.yaml
port: 6080
extractml:
  schema:
    type: object
    properties:
      name: { type: string }
      age: { type: integer }

Docker

docker run -p 6080:6080 -e OPENAI_API_KEY=sk-... stockyard/extractml

Part of Stockyard

ExtractML is part of Stockyard — an open-source LLM proxy and control plane. MIT licensed.