Summary
The video showcases the process of setting up an AI voice bot for a dental clinic, focusing on real-time audio input understanding and response generation. The speaker demonstrates the installation of Python libraries like Assembly AI, Open AI, and 11 Labs for speech transcription and audio generation. The video also covers the initialization of the AI assistant class, defining API keys, real-time transcription with Assembly AI, passing transcripts to Open AI for AI responses, and generating audio responses using selected voice models. The tutorial concludes with setting start and end points, an initial greeting, and running the AI voice bot seamlessly.
Introduction to AI Voice Bot
Setting the scenario of an AI voice bot working at a dental clinic, demonstrating real-time audio input understanding and response generation.
Installing Python Libraries
Installing necessary Python libraries including Assembly AI, Open AI, and 11 Labs for speech transcription and audio generation.
Importing Python Libraries and API Keys
Importing libraries, initializing the AI assistant class, and defining API keys for Assembly AI, Open AI, and 11 Labs.
Real-Time Transcription with Assembly AI
Creating methods for real-time transcription using Assembly AI, setting sample rate, and defining methods for handling data.
Interfacing with Assembly AI API
Implementing methods to interact with Assembly AI API for real-time transcription and receiving transcripts.
Passing Transcript to Open AI
Developing code to pass real-time transcripts to Open AI API for generating AI responses.
Generating Audio with Open AI
Generating audio responses using Open AI, selecting voice models, and streaming audio with 11 Labs.
Finalizing the Project
Completing the project by defining the start and end points, setting an initial greeting, and running the AI voice bot.
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