Phoenix 관측성
원문: phoenix-observability
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datasets, or monitoring production AI systems with real-time insights.
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Phoenix AI Observability Platform Open source AI observability and evaluation platform for LLM applications with tracing, evaluation, datasets, experiments, and real time monitoring. When to use Phoenix Use Phoenix when: Debugging LLM application issues with detailed traces Running systematic evaluations on datasets Monitoring production LLM systems in real time Building experiment pipelines for prompt/model comparison Self hosted observability without vendor lock in Key features: Tracing : OpenTelemetry based trace collection for any LLM framework Evaluation : LLM as judge evaluators for quality assessment Datasets : Versioned test sets for regression testing Experiments : Compare prompts, …
실행 시 본인 API 키(BYOK)로 동작하며, 모델 비용은 사용자 계정에서 직접 결제됩니다.