This tutorial explains how to create a simple popup AI chat that can be added to any website. The chat allows clients to interact with a bot by typing or speaking. Tools from OpenAI are used for AI functionalities, including ChatGPT for chat, Whisper for speech-to-text, and TTS for text-to-speech. The implementation is done in JavaScript, with options for other languages discussed in the final chapter.
The project structure includes directories for public files, audio, images, and different versions of the implementation. The client-side code handles sending text and audio messages to the server using WebSockets. The server-side code processes messages, handles speech-to-text for audio messages, and interacts with OpenAI for generating bot responses.
In the better implementation, WebSockets are used for real-time communication between client and server, enabling a writing effect for bot responses. Audio chunks are sent to the server for speech-to-text conversion, and responses are streamed back to the client. Tips are provided for adding text-to-speech functionality back to the implementation.
The tutorial covers the basics of setting up the chatbot, handling user interactions, sending messages, and processing responses. It also discusses potential improvements and additional features that can be implemented. The code snippets provided demonstrate the key functionalities of the chatbot implementation.
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Source link: https://hackernoon.com/how-to-create-a-simple-pop-up-chatbot-using-openai