londonaicentre-entityschema 1.0.0

Clinical entity extraction schema for MESA

Entityschema

Schema package for clinical entity extraction from NHS medical documents.

Structure

📁 entityschema
├── examples/            # Training examples showing document input and structured output
├── schema.py            # Pydantic model for specifying expected output structure
├── prompt_builder.py    # Prompt builder for data generation and inference
├── prompt_datagen.txt   # Prompt template with example (for training data generation)
├── prompt_main.txt      # Prompt template without example (for inference/deployment)
└── py.typed             # Type checking marker

Usage

from entityschema.prompt_builder import PromptBuilder

# Initialize builder
builder = PromptBuilder()

# Build data generation prompt (with example)
datagen_prompt = builder.build_datagen_prompt()

# Build main/inference prompt (without example)
main_prompt = builder.build_main_prompt()

License

This project uses a proprietary license issued by Guy's and St Thomas' NHS Foundation Trust (see LICENSE.md).

The contents of this repository are designed for NHS organisations to use on private data.