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Voice First

Voice First platter, illustrated as an assorted sushi tray in pencil and watercolor.

Voice-centric AI interaction platform optimized for speech-based applications and accessibility use cases. Combines speech-to-text, text-to-speech, and conversation management to create seamless voice interactions. This platter addresses the growing need for voice-enabled AI applications, from accessibility tools to IoT integrations and hands-free computing environments.

Difficulty • intermediate

Composition

  • Required services8
  • Optional services0
  • Visibility

Core Services

8

Ollama

Local runtime that downloads, quantises and runs open-weight language models, exposing them over its own HTTP API and an OpenAI-compatible endpoint. Also serves embedding models.

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Open WebUI

Self-hosted chat interface for local and remote language models, adding document retrieval, model switching, per-user workspaces, tool calling and an extensible pipeline layer.

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Whisper

Speech recognition service wrapping OpenAI's Whisper models, transcribing and translating audio across many languages with timestamps, served over an HTTP endpoint.

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