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AI Supervision 5. Stop Writing Manual Tests! Master AI Evaluation with TC Generator

Updated: 7 hours ago

"I need a dataset of Q&A pairs to evaluate my model, but creating it is a nightmare."


For many AI Engineers and PMs, the biggest bottleneck isn't developing the model—it's creating the TestSet. Staring at a blank spreadsheet and manually inventing hundreds of questions is not only inefficient but also prone to human bias, often missing critical edge cases.

It's time to liberate yourself from manual data entry with AI Supervision's TC Generator.



1. What is TC Generator?

TC Generator allows you to automatically create Question and Ground Truth (ideal answer) pairs by simply uploading your documents (PDF, TXT, etc.) or defining a specific topic. This feature leverages LLMs to produce high-quality Synthetic Data for your evaluation needs instantly.


2. Why Use It?

  • Massive Time Savings: Manually writing 100 test cases can take hours. TC Generator does it in minutes.

  • Objectivity & Diversity: Humans tend to ask simple or repetitive questions. The AI generates diverse scenarios, including complex edge cases, ensuring broader test coverage.

  • Optimized for RAG: By uploading your specific source documents (e.g., product manuals, policy docs), the generator creates Q&A pairs strictly based on that context. It is the perfect tool for benchmarking Retrieval-Augmented Generation (RAG) systems.


3. How It Works (3-Step Guide)

  • Step 1. Select Source (Upload or Define) Upload the source material for your service (e.g., user guides, internal wikis) or simply input the topic keywords you want to test.

  • Step 2. Generate & Review The AI analyzes the content and automatically generates a list of Q&A pairs. You can quickly review the output, edit answers if necessary, or discard irrelevant cases.

  • Step 3. Save to TestSet Save the approved cases as a TestSet. You now have a reusable "Golden Dataset" ready to benchmark your model versions anytime.


Conclusion: Automate Data Creation for AI Success

A high-quality Golden Dataset is the most valuable asset for building high-performance AI. Don't waste your engineering talent on repetitive data entry.

Prepare your perfect test scenarios with just a few clicks using AI Supervision's TC Generator.


Amazon Matketplace : AI Supervision Eval Studio


AI Supervision Eval Studio Documentation


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