emtcmca

emtcmca/transparent-confidence

Zero-dependency, fully auditable TypeScript library that scores a RAG answer inline at query time. No LLM calls. No offline pipeline. Uses signals already in your retrieval stack. Output: a typed 0–100 scorecard with per-dimension breakdowns.

4 good first / help-wanted issues · TypeScript · last activity Jul 10, 2026

evaluator inline rag rag-pipeline semantic-analysis
4 Open Issues Need Help Last updated: Jul 10, 2026

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emtcmca/transparent-confidence
2

Zero-dependency, fully auditable TypeScript library that scores a RAG answer inline at query time. No LLM calls. No offline pipeline. Uses signals already in your retrieval stack. Output: a typed 0–100 scorecard with per-dimension breakdowns.

TypeScript
#evaluator#inline#rag#rag-pipeline#semantic-analysis
emtcmca/transparent-confidence
2

Zero-dependency, fully auditable TypeScript library that scores a RAG answer inline at query time. No LLM calls. No offline pipeline. Uses signals already in your retrieval stack. Output: a typed 0–100 scorecard with per-dimension breakdowns.

TypeScript
#evaluator#inline#rag#rag-pipeline#semantic-analysis
emtcmca/transparent-confidence
2

Zero-dependency, fully auditable TypeScript library that scores a RAG answer inline at query time. No LLM calls. No offline pipeline. Uses signals already in your retrieval stack. Output: a typed 0–100 scorecard with per-dimension breakdowns.

TypeScript
#evaluator#inline#rag#rag-pipeline#semantic-analysis
emtcmca/transparent-confidence
2

Zero-dependency, fully auditable TypeScript library that scores a RAG answer inline at query time. No LLM calls. No offline pipeline. Uses signals already in your retrieval stack. Output: a typed 0–100 scorecard with per-dimension breakdowns.

TypeScript
#evaluator#inline#rag#rag-pipeline#semantic-analysis