Wispr Flow Voice-to-Text Architecture Guide

v20260423

wispr-reference-architecture

This guide provides the reference architecture and best practices for integrating Wispr Flow's voice-to-text API. It details how to utilize both WebSocket (for low-latency streaming) and REST APIs, covering essential concepts like audio format requirements, context awareness (especially for programming code), and comprehensive error handling strategies.

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Overview

Wispr Flow Reference Architecture

Overview

Guidance for reference architecture with Wispr Flow voice-to-text API.

Instructions

Key Wispr Flow Concepts

WebSocket API: wss://api.wisprflow.ai/api/v1/ws (recommended, low latency)
REST API: POST /api/v1/transcribe (simpler, higher latency)
Auth: API key (backend) or access token (client-side)
Audio format: 16kHz mono PCM preferred
Context awareness: Understands code, CLI commands, dev jargon
Platforms: Mac, Windows, iOS, browser API

Error Handling

Error	Cause	Solution
`401 Unauthorized`	Invalid key	Check at wisprflow.ai/developers
WebSocket closed	Network issue	Reconnect with backoff
Poor accuracy	Wrong context	Set context to 'programming' for code

Resources

Next Steps

See related Wispr Flow skills for more patterns.

Info

Category Development

Name wispr-reference-architecture

Version v20260423

Size 1.54KB

Source jeremylongshore/claude-code-plugins-plus-skills

Updated At 2026-04-28