ChatGPT in Python for Beginners – Build A Chatbot
Are you interested in building your own chatbot using Python? Look no further! With ChatGPT, you can easily create a chatbot that can engage in conversations with users.
ChatGPT is a powerful language model developed by OpenAI that can generate human-like text based on the input it receives. By leveraging the capabilities of ChatGPT, you can create a chatbot that can provide information, answer questions, and even simulate conversations with users.
Getting Started
To get started with building a chatbot using ChatGPT in Python, you will need to install the OpenAI library. You can do this by running the following command:
pip install openai
Once you have installed the OpenAI library, you can start coding your chatbot using the following Python script:
import openai
openai.api_key = 'YOUR_API_KEY'
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "What is your favorite hobby?"},
]
)
print(response.choices[0].message['content'])
Make sure to replace ‘YOUR_API_KEY’ with your actual API key that you obtain from OpenAI. This script sends a message to the ChatGPT model and receives a response, which can then be used to simulate a conversation with a user.
Enhancing Your Chatbot
To enhance the capabilities of your chatbot, you can experiment with different configurations of the ChatGPT model, such as tuning the temperature parameter to adjust the randomness of the responses or adjusting the maximum tokens parameter to control the length of the generated text.
You can also fine-tune the model on your own dataset to make the chatbot more specialized and tailored to your specific needs. By training the model on a dataset of conversations, you can improve the chatbot’s ability to generate coherent and contextually relevant responses.
Conclusion
Building a chatbot using ChatGPT in Python is a fun and educational project that can help you learn more about natural language processing and artificial intelligence. By leveraging the power of ChatGPT, you can create a chatbot that can engage in meaningful conversations with users and provide valuable information and assistance.
So what are you waiting for? Start building your own chatbot with ChatGPT in Python today!
Hi how can we integrate it with meta apps for example Whatsapp.
I love this, this is a dumb question but is there a way to host the app on a personal website? Say for members?
i tried using Google Colab and when I type "import openai" it doesn't work, can you tell me why?
Yo where can I find Greg's article? I looked on his insta but did not find it…
Great vid
Can we use pycharm as IDE
hi so I did exactly as u said and I had installed the packages for the openai , and did the rest of the stuff. but in my code, the import openai is showing an error line, so I checked again to see if I have installed the openai packages and it shows I did , where did it go wrong???
when I copy the url and paste in browser it is not working,what should I do please suggest me
Hey can anyone tell me how to write a code using this api key which will automatically convert the promt into a tabular data and turn it to excel file plzz help???😢
OK… challenge accepted. I make a chatbot with your tutorials 1-3.
a new video on this but with all new updates would be sick dude
How do I resolve this error?
APIRemovedInV1 Traceback (most recent call last)
<ipython-input-2-1fc6dc90c747> in <cell line: 5>()
3 openai.api_key = "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"
4
—-> 5 completion = openai.ChatCompletion.create(model="gpt-3.5-turbo", messages=[{"role": "user", "content": "Give me 3 ideas for apps I could build with openai apis "}])
6 print(completion.choices[0].message.content)
/usr/local/lib/python3.10/dist-packages/openai/lib/_old_api.py in __call__(self, _args, *_kwargs)
37
38 def __call__(self, _args: Any, *_kwargs: Any) -> Any:
—> 39 raise APIRemovedInV1(symbol=self._symbol)
40
41
APIRemovedInV1:
You tried to access openai.ChatCompletion, but this is no longer supported in openai>=1.0.0 – see the README at https://github.com/openai/openai-python for the API.
You can run `openai migrate` to automatically upgrade your codebase to use the 1.0.0 interface.
Alternatively, you can pin your installation to the old version, e.g. `pip install openai==0.28`
A detailed migration guide is available here: https://github.com/openai/openai-python/discussions/742
00:05 Building three versions of ChatGPT chatbots accessible to beginners
01:52 Setting up the ChatGPT application in Python is easy for beginners.
03:43 Introducing the GPT-3.5 Turbo model for ChatGPT
05:28 Connecting OpenAI package and setting up ChatGPT in Python for usage.
07:13 How to build a ChatGPT powered chatbot with back-and-forth conversation and memory
09:04 Building a ChatGPT-powered chatbot using Python
10:49 Customizing the Chatbot and implementing Gradio
12:38 Customizing and deploying the ChatGPT web app
i used ChatGPT to create the py script for me to create the chatbot terminal. Great great! thanks for the inspiration.
Is we want to pay amount for using this model?
00:00 🛠 Setting Up Environment for ChatGPT Application
Setting up Visual Studio Code IDE and Python installation.
Obtaining the secret key from OpenAI for API access.
Downloading the necessary files for the project setup.
02:53 🧩 Understanding Basic Code Structure
Importing OpenAI package and linking the OpenAI account with the API key.
Sending prompts to ChatGPT and receiving responses.
Explaining the basic structure of the Python code for ChatGPT interaction.
06:05 🤖 Running and Interacting with the ChatGPT Application
Installing necessary packages using pip.
Executing the ChatGPT application and interacting with it in the terminal.
Modifying prompts and receiving responses from ChatGPT.
07:01 🔄 Building a More Interactive ChatGPT Application
Exploring a more interactive chatbot using Python.
Understanding the structure of the code for bidirectional conversation.
Implementing a loop for continuous interaction with ChatGPT.
10:19 🌐 Creating a Web-Based ChatGPT Application
Installing Gradio package for web-based interface.
Customizing the chatbot functionality and appearance.
Sharing the web-based ChatGPT application for easy access.
What are next steps from here?
My thoughts and prayers go out to that one person that is going to get to the point of pip installing openai; not have pip and then go into the deepest darkest rabbit hole of software for the first time.
guys is there any way i can an active interaction with chatgpt reading my file so i cant use an external fonction to do it
I am getting "error" on every question I ask. How to fix?
He says you need a folder which is supposedly at the bottom…. I don't see a folder. Can anyone help me, please to locate the folder? Thank you!