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rakesh kumar
rakesh kumar

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How to integrate chat gpt Api Using the Official openai Library in Django

Install the OpenAI library:

$ pip install openai
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Obtain your OpenAI API key and store it in your Django project's settings. Open your project's file and add the following line:

OPENAI_API_KEY = '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'
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Create forms

from django import forms
from .models import Employee

class EmployeeForm(forms.ModelForm):

    class Meta:
        model = Employee
        fields = ('fullname','mobile','emp_code','position')
        labels = {
            'fullname':'Full Name',
            'emp_code':'EMP. Code'

    def __init__(self, *args, **kwargs):
        super(EmployeeForm,self).__init__(*args, **kwargs)
        self.fields['position'].empty_label = "Select"
        self.fields['emp_code'].required = False

class ChatForm(forms.Form):
    message = forms.CharField(label='Message', max_length=100) 
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Create Models
from django.db import models
from sorl.thumbnail import ImageField
from django.conf import settings
import openai

Create your models here.

class Position(models.Model):
    title = models.CharField(max_length=50)

    def __str__(self):
        return self.title

class Employee(models.Model):
    fullname = models.CharField(max_length=100)
    emp_code = models.CharField(max_length=3)
    mobile= models.CharField(max_length=15)
    position= models.ForeignKey(Position,on_delete=models.CASCADE)
    image = ImageField()

class ChatMessage(models.Model):
    message = models.CharField(max_length=100)
    generated_message = models.TextField()
    created_at = models.DateTimeField(auto_now_add=True)

    def __str__(self):
        return self.message  
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Create a new Django view in your file:

import openai
from django.shortcuts import render

openai.api_key = settings.OPENAI_API_KEY # Replace with your OpenAI API key

def chat_with_gpt(request):
    if request.method == 'POST':
        form = ChatForm(request.POST)
        if form.is_valid():
            user_input = form.cleaned_data['message']

            # Make a request to ChatGPT using the OpenAI library
            openai.api_key = settings.OPENAI_API_KEY
            response = openai.Completion.create(

            if response.choices:
                generated_message = response.choices[0].text.strip()
                generated_message = 'Failed to generate response'

            # Save the user input and generated response to the database
            chat_message = ChatMessage(message=user_input, generated_message=generated_message)

            return render(request, 'chat.html', {'form': form, 'generated_message': generated_message})
        form = ChatForm()

    return render(request, 'chat.html', {'form': form})
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Create a template file named chat.html to display the generated message. In your chat.html file, you can add the following code:

    <form method="post">
        {% csrf_token %}
        {{ form.as_p }}
        <input type="submit" value="Send">
    {% if generated_message %}
    <h2>Generated Message:</h2>
    <p>{{ generated_message }}</p>

    {% else %}
    <h1>Generated Message will display after data is saved into database:</h1>
    {% endif %}
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Run your Django server:

$ python runserver
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Access the chat page in your browser at**


Enter a message in the input field and click "Send". The generated response from ChatGPT will be displayed on the page.

This example demonstrates how to integrate ChatGPT into your Django project, send user input to ChatGPT using the OpenAI library, and display the generated response in a template file.


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