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User Personas

The Cleanlab AI Platform involves multiple personas described here.

'Codex Users'

Developer​

The engineer who integrates Cleanlab into your AI application. Most of this documentation website is for the Developer.

Role: Set up and configure Cleanlab, integrate Cleanlab with your RAG application.

Subject Matter Expert (SME)​

Somebody who inputs answers into Cleanlab Project through the Web Interface. SMEs do not require any technical experise, but should know what is the desired answer for user queries to your RAG application. Typically SMEs might be the same people who create/maintain the documents/data that comprise your RAG app’s Knowledge Base.

The SME can also be the same person as the Developer. Cleanlab is useful for one-person teams, as long as your RAG app gets queries that sometimes resemble other queries.

Role: Enter and manage answers in Cleanlab Project for user queries.

See our tutorial for Using Cleanlab as an SME.

User​

An end-user of your RAG application who asks queries that your AI application provides responses for. Cleanlab is most useful for AI apps where users sometimes ask queries that are similar to past queries.