Inside Linkedins Data Context Layer Curating Trustworthy Context For Humans And Agents

Agents write valid SQL but often choose the wrong dataset or miss a required filter. LinkedIn describes a context layer pairing generated dataset profiles with team-curated usage notes, retrieved selectively to avoid filling the context window.

• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

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