quality-gating

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GurutejaReddy-04 / ragpatrol

Automated evaluation and observability harness for production RAG systems. Gates CI/CD against regressions with precision/recall/F1 scoring, dual-signal faithfulness auditing (embeddings + LLM judge), cold/warm latency profiling, and side-by-side configuration benchmarking.

python3 regression-testing ci-cd-pipeline gemini-api observability-data llm-evaluation-framework rag-pipeline retrieval-augmented-generation-rag faithfulness-metrics hallucination-detection-binary-logic llm-judges latency-benchmarking quality-gating

Updated Sep 8, 2026
Python

Yogarajan12 / quality-gated-fetal-ultrasound

Star

Selective prediction for fetal ultrasound plane classification by pairing a ResNet-18 with diffusion reconstruction uncertainty and softmax confidence for calibrated human-AI deferral. Includes an honest ablation of uncertainty methods.

medical-imaging resnet uncertainty-quantification out-of-distribution-detection diffusion-models abstention reliable-ai medical-image-classification selective-prediction humain-in-the-loop model-reliability fetal-ultrasound clinical-machine-learning quality-gating

Updated Sep 21, 2026
Jupyter Notebook

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