GraphRAG Finserv Example

GraphRAG Examples for Financial Services

⚠️ This Repo is Work in Progress ⚠️

App Deployment

These directions are written for GCP but should be repeatable with minor changes on other cloud providers.

1 Create Instance

• Create a Google Cloud instance.
• Then create firewall rules to allow traffic on ports 8080 and 8501
• Next resize the disk with the below command (often defaults or for 10GB disk which will cause problems). gcloud compute disks resize <boot disk name> --size 100 Then restart the instance for the boot disk change to take effect

2 Setup & Config

Easiest with root access for demo purposes, so first:

sudo su

Then you'll need to install git and clone this repo:

apt install -y git
mkdir -p /app
cd /app
git clone https://github.com/neo4j-product-examples/graphrag-finserv.git
cd graphrag-finserv

Let's install python & pip:

apt install -y python
apt install -y pip

Now, install docker per these directions

Then install docker-compose

apt install docker-compose

Now update the configs in a .env file

#Neo4j
NEO4J_URI=neo4j+s://<xxxxxxxx>.databases.neo4j.io
NEO4J_USERNAME=neo4j
#NEO4J_DATABASE=neo4j
NEO4J_PASSWORD=<password>

#OpenAI
OPENAI_API_KEY=<sk-...>

3 Run

build and run the container with below command (the first time can take a while to build)

docker-compose up

Optionally, you can run in a detached state to ensure the app continues even if you disconnect from the vm instance:

docker-compose up -d

To stop the app run

docker-compose down