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-# DocETL: A System for Complex Document Processing
+# DocETL: A System for Complex LLM-Powered Document Processing
 
-DocETL is a powerful tool for creating and executing data processing pipelines, especially suited for complex document processing tasks. It offers a low-code, declarative YAML interface to define complex data operations on complex data.
+DocETL is a powerful tool for creating and executing data processing pipelines, especially suited for complex document processing tasks. It offers a low-code, declarative YAML interface to define LLM-powered operations on complex data.
 
-[Website](https://docetl.com) | [Documentation](https://shreyashankar.github.io/docetl) | [Discord](https://discord.gg/fHp7B2X3xx)
+[Website (Includes Demo)](https://docetl.com) | [Documentation](https://shreyashankar.github.io/docetl) | [Discord](https://discord.gg/fHp7B2X3xx) | Paper (coming soon!)
 
 ## When to Use DocETL