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Context ablation testing tool for LLM context payloads. Uses Amazon Nova 2 Lite to systematically remove context sections, measure quality impact via LLM-as-judge, and produce optimization recommendations with cost savings projections. Streamlit frontend. Solo hackathon project (Amazon Nova AI Hackathon).
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22
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Validation report generated from the run_full_sweep unit tests
04ac327View on GitHubIncreased max_token limit for API calls and added retry fallback for JSON parsing
c53324cView on GitHubAdded tests to validate advanced analysis and report generation functionality
8aa1d45View on GitHubAdded tests to validate full ablation and statistical analysis
5c8c3dbView on GitHubAdd tests to validate end-to-end single ablation functinality
5e99e6eView on GitHub