Bedrock Dentist SOAP Agent

This repository contains a simple rule-based "meeting transcription agent" for dental SOAP note charting. The agent expects a text transcript of a conversation (for example, a short stand-up between a dentist and a dental assistant while treating a patient) and produces a structured Subjective, Objective, Assessment, and Plan summary.

Quick start

1. Create and activate a Python 3.9+ virtual environment.

2. Install the project in editable mode with the optional CLI extras:

   pip install -e .[cli]

3. Run the agent against one of the sample transcripts:

   python -m dentist_agent.transcription_agent transcripts/sample_transcript.txt

The agent will print the generated SOAP note to standard output as formatted Markdown.

Project layout

├── dentist_agent/
│   ├── __init__.py
│   └── transcription_agent.py
├── transcripts/
│   └── sample_transcript.txt
├── tests/
│   └── test_transcription_agent.py
├── README.md
└── pyproject.toml

• dentist_agent/transcription_agent.py implements the rule-based summarisation logic.
• transcripts/sample_transcript.txt provides a short example conversation.
• tests/test_transcription_agent.py exercises the core extraction helper.

Run the automated checks with:

python -m pytest