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mosmql

v3.0.2

Published

Generate a MongoDb/Monitoring Query Language (MQL) through OpenAI GPT

Readme

mosmql

Prerequisites

  • NodeJS

  • OPENAI_API_KEY

  • MongoDB

installation

npm i mosmql

How to use

  • initialize a class

  • const mosmqlInstance = new Mosmql(
          process.env.OPENAI_API_KEY,
          './models/trainingModels/TrainingModels.txt',
          "sample_restaurants",
          process.env.uri
      )
    
  • Then invoke the function to call the data you want from the database

  • const result = await mosmqlInstance.mosmql("Query restaurants collection for restaurants with Bakery cuisine")

Explanation

  • const mosmqlInstance = new Mosmql(
          process.env.OPENAI_API_KEY,
          './models/trainingModels/TrainingModels.txt',
          "sample_restaurants",
          process.env.uri
      )
  • 1st parameter is your OPENAI_API_KEY from OpenAi

  • 2nd parameter is your filePath training model example input.txt

  • 3rd parameter your db collection name example sample_restaurants

  • 4th parameter popular mongodb uri connection to the database starts with mongodb+srv://

  • const result = await mosmqlInstance.mosmql("Query restaurants collection for restaurants with Bakery cuisine")

  • Here when after initialize the class you will be ready to call the function and retrieve the data from database

  • Example After installing the package

  • const { Mosmql } = require('mosmql');
    
    const mosmqlInstance = new Mosmql(
        process.env.OPENAI_API_KEY,
        './models/trainingModels/TrainingModels.txt',
        "sample_restaurants",
        process.env.uri
    );
    
    async function dbResult() {
        const result = await mosmqlInstance.mosmql(
            "Query restaurants collection for restaurants with Bakery cuisine"
        );
        console.log(result);
    }
    
    dbResult();
    

How could this software be used and contribute in AI

  • You can use the packe for automatic mongodb queries
  • monitoring text to MongoDB query executed e.g. "Give me info about User X or give me the last 10 entries"
  • Voice input to Text then Text to MongoDB Query executed by the package "something like AI software like Amazon Alexa"

For continuous development in the package & Donations