Sending queries to Neo4j from Azure OPenAI Service

Graph + AI GenAI
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1

Hello there,
I am new to Neo4j and would appreciate any help I can get with sending queries from Azure OpenAI services to Neo4j.

So far, I have

  1. deployed a neo4j VM in the azure platform.
  2. deployed Open AI services and also the GPT-4o model.
  3. Retrieved my API kye and endpoint from Open AI.
  4. Installed Python version 3.13

Copilot recommended the following procedure, but I could not install the required Python libraries with the "pip install" command.

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Integrating Azure OpenAI Services with Neo4j can enable powerful capabilities like natural language querying, generating Cypher queries, or performing advanced analytics using AI models. Below, I’ll outline the steps to achieve this integration.

Use Case Example**

  1. Use Azure OpenAI to convert natural language inputs into Cypher queries for Neo4j.
  2. Use Neo4j for querying and visualizing graph data.
  3. Optionally, analyze Neo4j graph query results using AI models from Azure OpenAI.

High-Level Architecture**

  1. Frontend/Client: Accepts user input (e.g., a natural language question).
  2. Azure OpenAI Service: Processes natural language input using a model like GPT-4 to generate Cypher queries.
  3. Backend:
    • Uses the generated Cypher query to interact with Neo4j.
    • Optionally sends Neo4j query results to Azure OpenAI for further processing (summarization, recommendations, etc.).
  4. Neo4j Database: Stores and queries graph data.

Steps to Integrate Azure OpenAI Services with Neo4j**

Step 1. Set Up Azure OpenAI Service**

  • Go to the [Azure Portal] (https://portal.azure.com) and deploy the Azure OpenAI Service.
  • Choose a model (e.g., GPT-4 or GPT-3.5).
  • Get your API Key and Endpoint from the Azure OpenAI resource.

Step 2. Set Up Neo4j**

  • Install Neo4j locally or on a cloud platform (e.g., Neo4j Aura).
  • Load your graph data into Neo4j.
  • Ensure you have the Neo4j Bolt Driver installed in your backend application to connect to Neo4j.

Step 3. Install Required Libraries**
In your backend application, use Python (or another language) to interact with Azure OpenAI and Neo4j. Install the necessary libraries:

pip install OpenAI neo4j

Step 4. Write the Integration Code**

Question:

  1. Is this the correct procedure to integrate Azure OpenAI with Neo4j?
    If not, please guide.
    If the above procedure is correct, what am I doing wrong?

Warm regards.