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Build powerful multimodal chatbots faster with open-source TEN
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TheTen AI
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TEN is an open-source framework for building real-time multimodal conversational AI voice agents with ultra-low latency. It lets developers create customizable, RTC- and WebSocket-based conversational experiences with full control over pipelines and deployment.
What to expect from an ideal product
- TEN framework eliminates the need to build voice agent infrastructure from scratch by providing pre-built components for speech recognition, natural language processing, and text-to-speech integration
- Developers can skip months of custom coding with TEN's ready-made templates and modules that handle real-time audio streaming, WebSocket connections, and RTC protocols out of the box
- The framework's modular architecture lets teams plug in different AI models and services without rewriting core functionality, speeding up experimentation and deployment cycles
- TEN's built-in pipeline management handles the complex orchestration between voice input, AI processing, and audio output automatically, removing technical bottlenecks that slow down development
- Open-source nature means no vendor lock-in or licensing delays - teams can modify, deploy, and scale their voice agents immediately without waiting for approvals or dealing with proprietary limitations
