Duration 10:28

Create a Smart Voice Assistant using Open AI's ChatGPT, Whisper, Python & Gradio | Python Project

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Published 7 Dec 2022

In this video, I'll show you how you can create your own Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution will be created using Python & Gradio. OpenAI's ChatGPT launched just 5 days ago and already crossed 1 million users. ChatGPT is a prototype artificial intelligence chatbot focused on usability and dialog. Developed by OpenAI, the chatbot uses a large language model trained using reinforcement learning and based on the GPT-3.5 architecture. OpenAI's ChatGPT is a large language model that was trained to generate human-like text based on the input it receives. It is based on the GPT-3 (Generative Pretrained Transformer 3) model, which is one of the most advanced language models available. ChatGPT can be used for a variety of natural language processing tasks, including generating human-like responses to questions and prompts, summarizing text, and translating between languages. Open AI's Whisper is an automatic speech recognition (ASR) system trained on 680,000 hours of multilingual and multitask supervised data collected from the web. The use of such a large and diverse dataset leads to improved robustness to accents, background noise and technical language. Moreover, it enables transcription in multiple languages, as well as translation from those languages into English. OpenAI has open-sourced the models and inference code to serve as a foundation for building useful applications and for further research on robust speech processing. Link to my previous video : /watch/kFdgq_jSNdTSg Link to my notebook : https://github.com/bhattbhavesh91/voice-assistant-whisper-chatgpt/ Link to ChatGPT : https://chat.openai.com/ Link to pyChatGPT's repository : https://github.com/terry3041/pyChatGPT OpenAI, the company best known for Dall-E - the AI-based text-to-image generator - introduced a new chatbot called ChatGPT. ChatGPT is a ‘conversational’ AI and will answer queries just like a human would– well, at least that’s the promise and premise. So one can ask ChatGPT for anything; The reason ChatGPT has gone viral is because of the kind of responses it gives, being seen as a replacement for much of the daily mundane writing, from an email to even college-style essays. OpenAI has created ChatGPT, a start-up focused on artificial intelligence and its potential use cases. According to OpenAI’s description, ChatGPT can answer “follow-up questions”, and can also “admit its mistakes, challenge incorrect premises, and reject inappropriate requests.” It is based on the company’s GPT 3.5 series of language learning models (LLM). GPT stands for Generative Pre-trained Transformer 3 and this is a kind of computer language model that relies on deep learning techniques. The model is trained to predict what will come next, and that’s why one can technically have a ‘conversation’ with ChatGPT. According to OpenAI’s blog post about ChatGPT, the chatbot was also trained using “Reinforcement Learning from Human Feedback (RLHF).” One can go to the OpenAI website and sign up to try out ChatGPT. ▶ Sponsor me on GitHub : https://github.com/sponsors/bhattbhavesh91/ ▶ Join this channel to get access to perks: https://bit.ly/BhaveshBhattJoin ▶ Join the Telegram channel for regular updates: https://t.me/bhattbhavesh91 ▶ If you like my work, you can buy me a coffee : https://bit.ly/BuyBhaveshCoffee *I use affiliate links on the products that I recommend. These give me a small portion of the sales price at no cost to you. I appreciate the proceeds and they help me to improve my channel! ▶ Best Book for Python : https://amzn.to/3qYThqu ▶ Best Book for PyTorch & Machine Learning : https://amzn.to/3PyUkdy ▶ Best Book for Statistics : https://amzn.to/3vzvHEn ▶ Best Book for BERT: https://amzn.to/3lpX0fz ▶ Best Book for Machine Learning : https://amzn.to/2P6aZuT ▶ Best Book for Deep Learning : https://amzn.to/30UMTGl Equipments I use for recording the videos: ▶ 1st Laptop I use : https://amzn.to/3AqI8Fp ▶ 2nd Laptop I use : https://amzn.to/3KAiYsB ▶ Microphone : https://amzn.to/3qUPxtz ▶ Camera : https://amzn.to/3rKQsM2 If you do have any questions with what we covered in this video then feel free to ask in the comment section below & I'll do my best to answer those. If you enjoy these tutorials & would like to support them then the easiest way is to simply like the video & give it a thumbs up & also it's a huge help to share these videos with anyone who you think would find them useful. Please consider clicking the SUBSCRIBE button to be notified for future videos & thank you all for watching. You can find me on: ▶ Blog - https://bhattbhavesh91.github.io ▶ Twitter - https://twitter.com/_bhaveshbhatt ▶ GitHub - https://github.com/bhattbhavesh91 ▶ Medium - https://medium.com/@ bhattbhavesh91 ▶ About.me - https://about.me/bhattbhavesh91 ▶ Linktree - https://linktr.ee/bhattbhavesh91 ▶ Telegram - https://t.me/bhattbhavesh91 #chatgpt #gpt3 #openai

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