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TruLens
An evaluation framework for LLM applications including RAG systems, providing observability, debugging, and guardrails. TruLens tracks retrieval quality, LLM performance, and hallucinations with detailed tracing.
LangSmith
Production-grade observability and evaluation platform for LLM applications from LangChain, providing tracing, debugging, prompt evaluation, and performance monitoring for reliable LLM workflows in development and production.
Birdwatcher
Birdwatcher is a system debugging tool designed for the Milvus vector database. It provides advanced diagnostics to help developers and operators understand and troubleshoot Milvus deployments, ensuring robust vector search operations.
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