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What is Pipecat AI?

Open source Python framework for building real-time voice and multimodal AI agents with 200+ swappable providers

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Overview

Pipecat is an open source Python framework from Daily for building voice and multimodal AI agents. You connect speech, language, and vision services into a streaming pipeline, so your agent can reply while the user is still talking. It handles interruptions and turn detection for you. Self-host it for free, or deploy on Pipecat Cloud for managed scaling, telephony, and monitoring. It fits developers building voice agents for phone, web, and apps.

Key Features

  • Multimodal Orchestration: Coordinate voice, video, text, and images in a single pipeline with frame-level control. You decide exactly how data moves through your agent.
  • 200+ Swappable Providers: Switch speech-to-text, LLM, text-to-speech, and vision services, usually with one line of code. You can test a new model without rewriting your app.
  • Natural Conversation Handling: Built-in interruption handling, turn detection, and context management make conversations feel less robotic.
  • Multi-Agent Workflows and Pipecat Flows: Hand off long-running tools to subagents, or use Pipecat Flows to build structured conversation paths for guided interactions.
  • WebRTC, SIP, and PSTN Transports: Connect your agent to browsers, apps, and phone lines. Client SDKs and a UI kit help you build the front end.
  • Evals and Observability: Run evals instead of manual test calls, and inspect each turn with metrics, traces, and OpenTelemetry support.
  • Faster project setup: Use the CLI and starter templates to create projects without wiring every component from scratch.

Pros

  • Free and open source: The core framework costs nothing, and you can run it anywhere Python runs, on your own infrastructure.
  • Large integration library: More than 200 integrated providers let you pick the best speech, language, and vision models for your needs and swap them as the market changes.
  • Deep control over the pipeline: You can customize each processing step, which comparisons say managed platforms often don't allow.
  • Flexible deployment paths: Start self-hosted, move to Pipecat Cloud for managed scaling, or run Pipecat Enterprise inside your own AWS, Azure, or GCP environment.
  • Usage-based cloud pricing: Pipecat Cloud offers agent runtime pricing from $0.01 per minute, with additional charges possible for AI services, telephony, and infrastructure.

Cons

  • Code-first, Python-focused: Pipecat is a developer framework, not a visual builder. Non-technical teams will need engineering help, or a managed no-code voice platform.
  • Self-hosting means operational work: The free option requires you to deploy, scale, and monitor the infrastructure yourself. Managed platforms take care of that for you.

Use Cases

  • AI Phone Agents: Connect an agent to PSTN or SIP to answer inbound calls or place outbound ones. Your support or sales line can handle routine calls around the clock.
  • Customer Support Voice Bots: Use Pipecat Flows to guide callers through structured paths such as account checks or troubleshooting. Customers get consistent answers and handoffs to the right tool.
  • In-App Voice Assistants: Add a real-time voice interface to your web or mobile app using WebRTC and the client SDKs. Users can talk to your product instead of typing.
  • Multimodal Agents: Build agents that see and hear, combining video, images, and speech in one pipeline. Useful for tutoring, visual inspection, or interactive demos.
  • Model Benchmarking and Prototyping: Swap STT, LLM, and TTS providers with minimal code changes to compare latency, quality, and cost. Teams can pick their stack based on real tests rather than guesses.
  • Regulated Enterprise Deployments: Run Pipecat Enterprise in your own cloud account with enterprise support. Teams in healthcare or finance can keep data in their environment while still using managed tooling.

Frequently Asked Questions

What is Pipecat?

Pipecat is an open source framework for building voice and multimodal AI agents. Daily maintains it with support from the community. You build agents in Python by connecting speech, language, and vision services into a real-time pipeline.

Is Pipecat free?

Yes. The core framework is open source and free to self-host. You pay your chosen AI providers for their services. Pipecat Cloud, the managed hosting option, is billed by usage.

Which AI providers does Pipecat support?

The homepage lists more than 200 integrated speech, language, vision, and service providers. In most cases you can swap one for another with a single line of code. The homepage's example pipeline uses Soniox, OpenAI, and Cartesia.

Can Pipecat agents make and receive phone calls?

Yes. Pipecat supports SIP and PSTN transports, and Pipecat Cloud offers built-in telephony with dial-in and dial-out. You can also bring your own Twilio account.

Can I deploy Pipecat in my own cloud?

Yes. You can self-host the open source framework anywhere Python runs. Pipecat Enterprise also offers Pipecat Cloud deployed in your own AWS, Azure, or GCP environment, with enterprise support.

Does Pipecat support complex, multi-step conversations?

Yes. Pipecat Flows lets you define structured conversation paths. Multi-agent workflows let you hand off long-running tools to subagents.

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Open source framework for real-time voice AI agents

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