diff --git a/topics.md b/topics.md
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@@ -523,7 +523,7 @@
 - [simonw/webvtt-to-json](https://github.com/simonw/webvtt-to-json) - Convert WebVTT to JSON, optionally removing duplicate lines
 - [britishlibrary/peripleo-lanc](https://github.com/britishlibrary/peripleo-lanc) - 
 - [artefactual/archivematica-docs](https://github.com/artefactual/archivematica-docs) - Archivematica documentation
-- [langchain-ai/langchain](https://github.com/langchain-ai/langchain) - ⚡ Building applications with LLMs through composability ⚡
+- [langchain-ai/langchain](https://github.com/langchain-ai/langchain) - 🦜🔗 Build context-aware reasoning applications
 - [travistangvh/ChatGPT-Data-Science-Prompts](https://github.com/travistangvh/ChatGPT-Data-Science-Prompts) - A repository of 60 useful data science prompts for ChatGPT
 - [facebookresearch/nougat](https://github.com/facebookresearch/nougat) - Implementation of Nougat Neural Optical Understanding for Academic Documents
 - [jhodges10/fioctl](https://github.com/jhodges10/fioctl) -