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Captur — AI Meeting Transcriptor Tool

Turns raw meeting recordings into structured, organized minutes automatically

LangChainFastAPIGroqReact / ViteRailwayVercel
Captur — AI Meeting Transcriptor Tool interface preview

The Problem

Writing up meeting notes by hand after a call is slow and easy to skip, and skipped notes mean decisions and action items get lost. Most teams either don't do it consistently or spend real time doing it manually.

The Solution

Captur takes a raw meeting transcript and processes it through a LangChain map-reduce pipeline to produce structured, organized minutes automatically, turning an unstructured recording into something a team can actually read and act on without anyone having to write it by hand.

Tech Stack

LangChainFastAPIGroqReact / ViteRailwayVercel

A Real Bug, In Detail

Captur's frontend is a single-page app deployed on Vercel. Refreshing the page on any route other than the homepage, or sharing a direct link to a sub-route, returned a 404, because Vercel had no rewrite rule telling it every path should be served by the same file and handled client-side by the router. The first fix attempted, rewriting all paths directly to /index.html, didn't resolve it, refreshing on a sub-route still returned a 404. Changing the rewrite destination to / instead of /index.html fixed it, letting Vercel resolve the root path correctly before the SPA router took over client-side.

Decisions and Tradeoffs

Content coming soon

Lessons Learned

Content coming soon