CONTENT CREATION
On-Demand Back-Translation Check for a Submitted String Set
Accepts a batch of translated strings via webhook, back-translates each to the source language.
How it runs
The automated pipeline, trigger to output.
- TriggerWebhook receives batch of source/target string pairsHTTP webhook
- LogicValidate and normalize the payload
- ActionBack-translate each target to source languageOpenAI
- LogicScore equivalence and assign pass/flag verdict
- OutputRespond with per-string drift resultsHTTP webhook
What it does
Exposes a webhook that takes a JSON payload of source/target string pairs (plus their locale), back-translates each target to the source language, and responds synchronously with a per-string equivalence score, a pass/flag verdict, and a short explanation of any meaning change.
When to use it
Use it as a validation endpoint for a translation vendor portal, a TMS integration, or an internal authoring tool that wants to check strings before they ever reach the repo. It is the building block other systems call rather than a scheduled or repo-driven job.
How it works
- 1An external system POSTs a batch of `{source, target, locale}` entries to the webhook trigger.
- 2The flow validates and normalizes the payload, rejecting malformed entries.
- 3Each target string is back-translated to its source language by the LLM.
- 4A scoring step computes semantic equivalence, checks placeholder and tag integrity, and assigns a pass or flag verdict with a reason.
- 5The webhook responds with the structured per-string results so the caller can block or accept the submission immediately.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect OpenAIModels, embeddings, files.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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