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Personal Project AI / Automation Groq + Gemini English / Urdu

FlowBridge (Wispr Flow Clone)

Personal Build — Bilingual AI Speech-to-Text App for Windows

Built with Codex
AI-directed development
Groq + Gemini
Primary + fallback speech service
EN + UR
Bilingual dictation
Privacy First
Audio never saved to disk
Why I Built It

Wanted a dictation tool that doesn't just transcribe — it cleans up after itself, in two languages.

Wispr Flow is a commercial speech-to-text app. I wanted the same core idea — hold a hotkey, talk instead of type, get clean text wherever the cursor is — but built and owned by me, with support for how I actually work: switching between English and Urdu. So I built my own version, FlowBridge, as a personal project.

What I Did

Directed the entire build with Codex, then wired in real infrastructure around it.

  • Built end-to-end with Codex — rather than hand-writing the app, I directed Codex (an AI coding agent) to build it, iterating until the workflow felt right: hold Ctrl+Space, speak, release, and the cleaned-up text lands wherever I was typing
  • Groq primary, Gemini fallback — speech-to-text runs on Groq for speed, with Gemini wired in as an automatic fallback so dictation doesn't just stop if one service has issues
  • Bilingual English + Urdu support — the app transcribes and cleans up both languages, including mixed sessions, rather than being English-only like most dictation tools
  • Built-in usage analytics — an Insights page tracks words dictated, sessions, speaking speed (WPM), average latency, language mix, and which apps I dictate into most (Chrome, Claude, ChatGPT)
  • Custom dictionary — a dictionary section for words/terms the model should always get right, rather than fighting the same misheard word every time
  • Privacy-first architecture — audio is never saved to disk; local history and API keys are encrypted for my Windows account; transcript retention and local database size are both configurable, with one-click options to clear temporary data or open the data folder
Where Things Stand
Working — v2.3
FlowBridge runs daily on my own PC as a personal productivity tool, now on its third-plus iteration. It isn't distributed, sold, or offered as a product — it's here as a demonstration of directing AI coding tools to ship real, working, privacy-conscious software, not just ad accounts.
Tools & Platforms
Codex Groq API Gemini API (fallback) Bilingual Speech-to-Text Usage Analytics Local Encrypted Storage Windows Desktop App
Free — No Obligation

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