Phidata is a toolkit for building AI Assistants using function calling.
This project shows how you can preform autonomous data analysis using AI function calling running serverlessly in AWS:
- User sends s3 file location and question
- Data scientist reviews the question and provides steps to a python developer on how to preform the analysis
- Python developer answers the question using the steps provided by data scientist
The cdk.json
file tells the CDK Toolkit how to execute your app.
npm run build
compile typescript to jsnpm run watch
watch for changes and compilenpm run test
perform the jest unit testsnpx cdk deploy
deploy this stack to your default AWS account/regionnpx cdk diff
compare deployed stack with current statenpx cdk synth
emits the synthesized CloudFormation template