Building a GPT-4 Chatbot using ChatGPT API and Streamlit Chat (with Code)

In this video tutorial, we walk you through building a ChatGPT-based chatbot using Streamlit Chat. Discover how to combine the advanced language generation capabilities of OpenAI's ChatGPT with the simplicity of Streamlit to create an interactive chatbot application.

I am a Freelance Data Scientist working on Natural Language Processing (NLP) and building end-to-end NLP applications.

I have over 8 years of experience in the industry, including as a Lead Data Scientist at Oracle, where I worked on NLP and MLOps.

I Share Practical hands-on tutorials on NLP and Bite-sized information and knowledge related to Artificial Intelligence.

#chatbot #chatgpt #gpt4 #gpt4chatbot #gpt4api #chatgptapi #openai #streamlit

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[ambrosionguema]

It's awesome, but it would be great to make it with a specific set of data. Like csv financial or PdF education...to make custom chatbot GPT-4, summarize without limit tokens. etc . You are a geniuos.

[duetplay]

@Pradip. I am waiting for the voice chatbot. I am stuck at install the pyttsx3 in colab ( this is not a pip install solution problem.) Lookinf forward how you explain go where to command what under which path to finally get the computer speak. Thanks a lot in advance!😁

[amiteshpuri]

Can you please include how can we make plugins or extension in that?

[mrunmayeebangar]

Free version of api key is giving error, any other alternative please

[yashkumaryashkumar]

Hi sir I want to learn from you NLP, deep learning sir can it be possible si
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[adumont]

Have you found a way to stream the response? I've managed to do it in Streamlit, but atm I'm not using the chat widget yet. I wonder if one can use it with streaming?

[gurgcfj]

how can i change that emojis. which comes in side. also is it possible to change the size of these emojis

[LedZeppelinThe]

This is great thank you so much. Can you use this to chat with PDFs written in different languages?

[urljcys]

Hi Pradip, The video is very helpful, thanks you so much.
I'm getting below given error in importing `get_initial_message` function from utils package, please provide your suggestions

ImportError: cannot import name 'get_initial_message' from 'utils'

[eshaanagarwal]

Hey ! Have you tried to do that with streaming of response? I was trying a open source LLM on my CPU. Its taking lot of time, if i could get the token streaming, it will help a lot in generating response. If you know any way. Please let me know

[vladimirolezka]

Hello Pradip. Thanks for the educative video.

I followed every single line of code from your video, and still ended up with the app crashing anytime I inputed a question.

Please what do I do?

[neenadparte]

Hello Pradip, I have one doubt here,
The openai.api_key you are using while building the chat bot is it's free version's API key Or it's paid version's API key .
I tried with free version's API key, and getting error