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.
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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.
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