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Pinecone - Neo4j integration demo

Supreme Court Case Analysis

This project consists of several components for processing, analyzing, and exploring Supreme Court cases. The main components are:

  1. MongoDB Database
  2. Neo4j Account
  3. Pinecone Account

Setup

  1. Clone the repository
  2. Install dependencies:
    • In the root directory, install Python dependencies using Poetry: 
      poetry install
    • In the explorer directory, install Node.js dependencies: 
      cd explorer
pnpm install
  3. Set up environment variables in a .env file:
    • NEO4J_URI
    • NEO4J_USERNAME
    • NEO4J_PASSWORD
    • MONGODB_USERNAME
    • MONGODB_PASSWORD
    • MONGODB_HOST
    • MONGODB_DATABASE
    • PINECONE_API_KEY
    • OPENAI_API_KEY

Data Processing

The data processing scripts are located in Jupyter notebooks:

  1. process_raw.ipynb: Fetches and processes raw case data
  2. process_scotus.ipynb: Processes SCOTUS cases and generates embeddings

Running the Application

Once you complete processing the data, you can start the application by running the following in the explorer directory:

pnpm dev