hackzurich2023-zurichinsurance

Try-out our Insurance Assistant ZuriZap at https://hackzurich23-frontend-emcg5a6iia-oa.a.run.app/

Components

Our solution consists of three components:

• Qdrant Vector Database
• FastAPI Backend
• React Frontend

Qdrant Vector Database

Qdrant is a vector database that allows to store and search for vectors. The Zurich Insurance General Term and Conditions as well as the policies of users are uploaded as embeddings to our Private vector database. The embeddings are computed using the OpenAI API.

FastAPI Backend

The FastAPI Backend is the interface between the Qdrant Vector Database and the React Frontend. It provides the following endpoints:

• List all active insurance policies of a customer
• List all (open) claims of a customer
• Open a new claim for a customer
• Close a claim for a customer

React Frontend

The React Frontend is the interface between the user and the FastAPI Backend. It provides the following features:

• Overview of all active insurance policies of a customer
• Insurance assistant helping a customer with its insurance policies through natural language:
  • Retrieving information about the insurance policies
  • Explaining the insurance policies in understandable language
  • Receiving status updates about the insurance claims
  • Open/close insurance claims through the assistant

Build Docker Images (Optional)

Pre-built images are available on Docker Hub or can be built locally using the instructions below.

• https://hub.docker.com/r/qdrant/qdrant
• https://hub.docker.com/repository/docker/mielverkerken/hackzurich23-frontend/general
• https://hub.docker.com/repository/docker/mielverkerken/hackzurich23-backend/general

FastAPI Backend

cd backend
docker build -t mielverkerken/hackzurich23-backend:0.2.9 .
docker push mielverkerken/hackzurich23-backend:0.2.9

FastAPI Backend

cd frontend/ZuriZap
docker build -t mielverkerken/hackzurich23-frontend:0.0.2 .
docker push mielverkerken/hackzurich23-frontend:0.0.2

Deploy Docker Images to GCP

FastAPI Backend

gcloud run deploy hackzurich23-backend --image=mielverkerken/hackzurich23-backend:0.2.9 --platform managed  --update-env-vars OPENAI_API_KEY=<OPENAI_API_KEY>

React Frontend

 gcloud run deploy hackzurich23-frontend --image=mielverkerken/hackzurich23-frontend:0.0.2 --platform managed