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Retool transcription integration

For teams building an internal dashboard over their own content operation. The job: give non-engineers a button that submits a file and a table that shows job state.

The one thing that breaks this

Store the API key as a Retool resource secret, not in a query header a viewer can read. Retool renders query config to the client.

ModuleREST API resource + Query library
ShapePoll
Step timeout120s
Recipes0

Wiring it up

1 · Trigger

Any of these start the run:

2 · Submit from REST API resource + Query library

# submit — returns immediately, does not block
curl -X POST https://whipscribe.com/api/v1/transcribe/url \
  -H "X-API-Key: $KEY" \
  -H "Idempotency-Key: retool-$FILE_ID" \
  -H "Content-Type: application/json" \
  -d '{"url":"https://example.com/recording.mp4",
       "word_timestamps":true}'

→ 202 {"job_id":"a1b2…","status":"queued"}

# then poll — a self-serve (Pro) key collects by polling
curl "https://whipscribe.com/api/v1/jobs/$JOB" -H "X-API-Key: $KEY"
→ {"status":"processing"} … {"status":"done"}
Retry safety. A polling query on a 5-second interval across an open dashboard is a lot of requests; poll only rows that are still queued.

3 · Collect

Submit, store the job id, and poll only the rows still queued.

# one job, every format — never re-submit per format
curl "https://whipscribe.com/api/v1/jobs/$JOB/result?format=txt" -H "X-API-Key: $KEY"
curl "https://whipscribe.com/api/v1/jobs/$JOB/result?format=srt" -H "X-API-Key: $KEY"
curl "https://whipscribe.com/api/v1/jobs/$JOB/result?format=vtt" -H "X-API-Key: $KEY"

What your key can actually do

TierReq/minMinutes/dayLongest fileResultsHow you get it
Pro60Unlimited10 hoursPollWhat POST /v1/keys mints, once your account has API access
Enterprise120Unlimited10 hoursSigned webhooksTalk to us
Collecting results. Self-serve keys are Pro tier, and Pro collects results by polling — webhook_url on a Pro key returns 403 TIER_FORBIDDEN. Signed callbacks are an Enterprise feature.

What it costs to run

Rate$0.0048 / min
Per audio hour$0.29
10 hours of audio$2.88
CreditsNever expire

$24 per 5,000 minutes — about $0.29 an audio hour — and credits never expire.

Why run it here

No subscription to size wrongCompeting transcription tools sell $25–$65 monthly plans with a minute cap that resets whether you used it or not. Credits here are bought once and do not expire, so a quiet month costs nothing and a backlog run does not need an upgrade.
Your audio is not sent to a third-party modelTranscription runs on our own servers in our own private cloud. Nothing is forwarded to OpenAI or any other vendor's API, which is usually the blocking question when the recordings are customer calls or unreleased material.
One job, every formattxt, json, srt, vtt and docx all come from the same job id. Re-submitting a file per format is the most common way teams pay several times for one transcription.
Built to be retriedIdempotency-Key means an automation platform's automatic retry returns the original job instead of billing a second one. Every no-code platform retries; most transcription APIs charge you for it.

Recipes that use Retool

Recipes for this platform are being written.

Try the quality free, then wire it up

In the web app the first 20 minutes are free, and a pack from $6 (500 minutes) transcribes the rest — that is how to check accuracy on your own audio before writing any code. The API has no recurring free tier: without a key you can run 3 sample transcriptions a day, each returning a preview, and keys come with the 5,000-minute pack ($24) or Workspace ($19/month). $24 per 5,000 minutes — about $0.29 an audio hour — and credits never expire.

Transcribe a file free →Create an API keyAPI referenceIntegrationsAutomations
Platform reference: Retool docs ↗

Prefer a web app?

If you would rather upload a file or paste a link: see online transcription services and how our transcription services work.