1.Detects form submission created
Integrate Zapier Forms and form collection tools to capture tester inputs and create an evaluation record context.
Create structured prompt test records from form submissions
Automatically detect form submissions across Zapier Forms and extract tester inputs across your experiment tracking workflow. Evaluate model predictions and create QA records when submissions are created or test parameters change—so you can store raw outputs, compute error metrics, and audit results without manual QA reporting.
How this automation creates evaluation records fast
When tester form submissions arrive, manual evaluation delays can hide model quality issues. This automation builds request payloads, posts to model endpoints, evaluates predictions, and creates structured QA records—so your team can track f1 quality without chasing spreadsheets.
Zapier Formsor swap with your favorite app
2.Builds model request payload
Integrate Code by Zapier and data mapping tools to map model choice, prompt, and settings into a request body.
Code by Zapieror swap with your favorite app
3.Posts payload to model endpoint
Integrate Webhooks by Zapier and API execution tools to send the JSON payload and capture raw model output.
Webhooks by Zapieror swap with your favorite app
4.Computes evaluation metrics
Integrate ChatGPT (OpenAI) and evaluation prompts to compare predictions to gold labels and derive tp, fp, and fn.
ChatGPT (OpenAI)or swap with your favorite app
5.Creates QA tracking row
Integrate Zapier Tables and database storage tools to create a new row with raw output and precision, recall, and f1.
Zapier Tablesor swap with your favorite app
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Set up in minutes
Zapier connects your tools, triggers actions from real-time data, and streamlines workflows so your team can focus on what matters most.
Step 1
Connect your tools
Bring your apps together so information can move automatically between the tools your team already uses.
Step 2
Define the trigger
Choose the events that should start your workflow, like a new submission, updated record, completed task, or customer action.
Step 3
Automate and measure
Let your workflow handle follow-ups, updates, notifications, and reporting so your team can track progress and act faster.
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