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Setup & Add Products

Lets create some data to my neo4j database.

Add a list of 6 Products for a smart glasses company with the properties:
- id (integer starting from 1)
- name (a simple name of the product)
- msrp_usd (sale price of the product in USD)

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Agents

Generate a .csv listing 6 customer service agents with the following column headers: id (single integer starting with 1), name, email, bio (short description of professional history and technical background), hired_at (use an ISO 8601 compatible datetime string for UTC / GMT 0)

Customers

Generate a .csv listing 12 customers with the following column headers: id (single integer starting with 1), name, email, customer_since (use an ISO 8601 compatible datetime string for UTC / GMT 0)

Tickets

Generate a .csv listing 24 customer tickets detailing issues clients are having with a company's software product. Use the following column headers: id (single integer starting with 1), title, content (short description of problem), customer_id (random integer between 1 and 12 using normal distribution / bell curve), assiged_to (random integer between 1 and 6 with a normal / bell curve distribution), opened_at (use an ISO 8601 compatible datetime string for UTC / GMT 0), resolved_at (use an ISO 8601 compat

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import streamlit as st
from st_cytoscape import cytoscape
from baml_client import b
import json

# Set page config
st.set_page_config(layout="wide")

def process_graph_result(result):
    """Convert BAML graph result to cytoscape elements format"""

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from neo4j import GraphDatabase
import sys

def update_node_names(uri, user, password, target, replace_with):
    driver = GraphDatabase.driver(uri, auth=(user, password))

    def update_name(tx, target, replace_with):
        query = (
            "MATCH (n) "
            "WHERE n.name = $target "

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from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
import assemblyai as aai
from neo4j import GraphDatabase
from dotenv import load_dotenv
import os

# Load environment variables
load_dotenv()

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import assemblyai as aai
from neo4j import GraphDatabase

aai.settings.api_key = "<ASSEMBLYAI_API_KEY>"

audio_file = "https://assembly.ai/wildfires.mp3"
# audio_file = "./local_file.mp3" #syntax for using a local file

config = aai.TranscriptionConfig(entity_detection=True)
transcript = aai.Transcriber().transcribe(audio_file, config)

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from rushdb import RushDB

# Initialize the RushDB client
client = RushDB(
    "<your_locally_generated_api_key>",
    base_url="http://localhost:3000",
)

# Simple - Create a single Node
single_record = {

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@prefix : <http://www.semanticweb.org/srikargadusu/ontologies/2025/0/untitled-ontology-10/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix xml: <http://www.w3.org/XML/1998/namespace> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@base <http://www.semanticweb.org/srikargadusu/ontologies/2025/0/untitled-ontology-10/> .

<http://www.semanticweb.org/srikargadusu/ontologies/2025/0/untitled-ontology-10> rdf:type owl:Ontology .

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from neo4j import GraphDatabase
from neo4j.graph import Relationship, Node
from typing import Optional, List
import json
import os
from dotenv import load_dotenv

load_dotenv()

def upload_cytoscape_to_neo4j(

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