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Author: jwmueller

README.md

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 # Cleanlab AI Platform demo
 
-This repository contains an example of a simple client application, a standard RAG system (OpenAI + LlamaIndex), that is integrated with the [Cleanlab AI Platform](https://codex.cleanlab.ai/). Cleanlab is a trust/control layer for *any* AI app, helping you auotmatically detect/prevent incorrect responses from your AI and remediate them via human-in-the-loop workflows. This self-contained demo illustrates the platform's basic capabilities; Cleanlab's technology is also used in other LLM applications like [Agents](https://github.com/cleanlab/airline-agent) and [Data Extraction](https://help.cleanlab.ai/tlm/use-cases/tlm_data_extraction/).
+This repository contains an example of a simple client application, a standard RAG system (OpenAI + LlamaIndex), that is integrated with the [Cleanlab AI Platform](https://codex.cleanlab.ai/). Cleanlab is a trust/control layer for *any* AI app, helping you automatically **detect** incorrect responses from your AI and **remediate** them via human-in-the-loop workflows. This self-contained demo illustrates the platform's basic capabilities; Cleanlab's technology is also used in other LLM applications like [Agents](https://github.com/cleanlab/airline-agent) and [Data Extraction](https://help.cleanlab.ai/tlm/use-cases/tlm_data_extraction/).
 
 This demo is inspired by [Cursor's rogue customer support AI](https://arstechnica.com/ai/2025/04/cursor-ai-support-bot-invents-fake-policy-and-triggers-user-uproar/): it's a generative Q&A system built on top of Cursor's docs, made reliable using Cleanlab's technology to detect and remediate bad outputs.