Benchmarking retrieval for agents on messy real-world company knowledge

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What is Benchmarking retrieval for agents on messy real-world company knowledge?

Company Knowledge Bench is an open benchmark from Kapa.ai for evaluating retrieval-augmented AI agents against the noisy, overlapping documents found in real company knowledge bases. It provides standardized datasets and scoring to compare how accurately retrieval and RAG systems surface the evidence needed for correct answers.

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