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Update test-studio.md with demos
Update test-studio.md with demos
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docs/test-studio.md

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1. **Test Sets**: Create and manage reusable collections of test documents
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2. **Test Executions**: Execute tests, view results, and compare test runs
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## Pre-Deployed Test Set: RealKIE-FCC-Verified
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The accelerator automatically deploys the **RealKIE-FCC-Verified** dataset from HuggingFace (https://huggingface.co/datasets/amazon-agi/RealKIE-FCC-Verified) as a ready-to-use test set during stack deployment. This public dataset contains 75 invoice documents sourced from the Federal Communications Commission (FCC).
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### Fully Automatic Deployment
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During stack deployment, the system automatically:
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- Testing prompt engineering improvements
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- Training and demonstration purposes
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## Architecture
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### Backend Components

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