A tool for generating clinical notes using Synthea patient FHIR Bundles.
This project contains the chatty.py script that will take a FHIR Bundle as
input. It then scans the FHIR Bundle for encounters. Given information on the
encounter, pulled from other resources in the bundle, it will create a prompt
for ChatGPT. The script uses OpenAI Chat completions API to supply the prompt and get a response.
git clone https://github.com/synthetichealth/chatty-notes.git
cd chatty-notes/
pip install -r requirements.txt
Running the script requires setting up an account with OpenAI and getting an API key. The API key should be added to the environment in the
OPENAI_API_KEY variable.
export OPENAI_API_KEY=YOUR_KEY_HERE
python chatty.py -b PATH_TO_FHIR_BUNDLE
The new bundle will be written to an output directory. The bundle file will have the same base name as
the input file. An output directory will be created if one doesn't already exist.
This is how it can be done using GNU Parallel:
ls ../synthea/output/fhir/*.json | awk '!/Information/' | parallel python chatty.py -b {}
This will process all bundle files in the directory in... parallel.
In this case, awk is used to remove the hospital and provider information files from the pipeline.
Copyright 2023 The MITRE Corporation
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.