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GitHub - pipecat-ai/pipecat: Open Source framework for voice and multimodal conversational AI

May 13, 2024 - github.com
Pipecat is a framework designed for creating voice and multimodal conversational agents such as personal coaches, customer support bots, and storytelling toys for kids. The platform allows users to build and run their agents locally before moving them to the cloud. It also supports additional features like telephone numbers, image output, video input, and the use of different LLMs. Pipecat provides several AI services and transports, and users can install additional dependencies as per their project requirements.

The article also provides a basic example of a Pipecat bot that greets a user when they join a real-time session, using Daily for real-time media transport and ElevenLabs for text-to-speech. For production use, it recommends using WebRTC for client-server audio and suggests using Daily for quick setup. The article also explains the importance of Voice Activity Detection (VAD) for detecting when a user has finished speaking to the bot. Lastly, it provides instructions for setting up a virtual environment for hacking on the framework and configuring your editor for PEP 8 formatting.

Key takeaways:

  • Pipecat is a framework for building voice and multimodal conversational agents, with applications ranging from personal coaches to customer support bots.
  • Users can get started with Pipecat on their local machine and then move their agent processes to the cloud when ready. It also allows for the addition of a telephone number, image output, video input, and use of different LLMs.
  • Pipecat provides code examples and a basic bot that greets a user when they join a real-time session. It uses Daily for real-time media transport and ElevenLabs for text-to-speech.
  • For production use, Pipecat recommends using WebRTC for client-server audio, with Daily as a quick way to get started. Voice Activity Detection (VAD) is an essential component for a natural feeling conversation, and Pipecat makes use of WebRTC VAD by default.
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