pipecat  by pipecat-ai

Open-source framework for building real-time voice and multimodal conversational AI agents

created 1 year ago
7,248 stars

Top 7.2% on sourcepulse

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Project Summary

Pipecat is an open-source Python framework for building real-time, voice-first, and multimodal conversational AI agents. It enables developers to orchestrate audio, video, AI services, and various communication transports, allowing focus on agent uniqueness rather than low-level integration.

How It Works

Pipecat employs a composable pipeline architecture, allowing users to chain together modular components for speech recognition, LLMs, text-to-speech, and other functionalities. Its real-time capabilities are facilitated by support for transports like WebSockets and WebRTC, enabling ultra-low latency interactions. The framework is designed to be highly pluggable, abstracting away the complexities of integrating diverse AI services.

Quick Start & Requirements

  • Install: pip install pipecat-ai
  • Environment setup: Copy .env.template to .env.
  • Optional dependencies for AI services: pip install "pipecat-ai[option,...]"
  • Development setup: pip install -r dev-requirements.txt, pre-commit install, pip install -e .
  • Full services documentation: https://github.com/pipecat-ai/pipecat#available-services

Highlighted Details

  • Supports a wide array of AI services across Speech-to-Text, LLMs, Text-to-Speech, and more.
  • Offers client SDKs for Web, iOS, Android, and C++.
  • Enables real-time interaction via WebSockets and WebRTC.
  • Features a separate module, Pipecat Flows, for managing complex conversational states.

Maintenance & Community

  • Community support via Discord.
  • Reachable on X (formerly Twitter).
  • Contribution guide available in CONTRIBUTING.md.

Licensing & Compatibility

  • The license is not explicitly stated in the README. Compatibility for commercial use or closed-source linking is not specified.

Limitations & Caveats

The README does not specify the project's license, which is a critical factor for commercial adoption. Detailed performance benchmarks or specific latency figures are also not provided.

Health Check
Last commit

1 day ago

Responsiveness

1 day

Pull Requests (30d)
134
Issues (30d)
71
Star History
1,454 stars in the last 90 days

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