diff --git a/README.md b/README.md
index b6b1660..238dfa9 100644
--- a/README.md
+++ b/README.md
@@ -193,7 +193,7 @@ These are ready to use applications built using LanceDB serverless vector databa
 |-----------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|-------------------------------------------|
 | [Writing assistant](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/lanchain_writing_assistant) | Writing assistant app using lanchain.js with LanceDB, allows you to get real time relevant suggestions and facts based on you written text to help you with your writing.                  | ![Writing assistant](https://github.com/user-attachments/assets/87354e93-df4d-40ad-922b-abcbb62d667c) |
 | [Sentence auto complete](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/sentance_auto_complete) | Sentance auto complete app using lanchain.js with LanceDB, allows you to get real time relevant auto complete suggestions and facts based on you written text to help you with your writing.You can also upload your data source in the form of a pdf file.You can switch between gpt models to get faster results.                 | ![Sentance auto complete](https://github.com/lancedb/assets/blob/main/recipes/sentance_Auto_complete.gif) |
-| [Article Recommendation](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/article_recommender) | Article Recommender: Explore vast data set of articles with Instant, Context-Aware Suggestions. Leveraging Advanced NLP, Vector Search, and Customizable Datasets, Our App Delivers Real-Time, Precise Article Recommendations. Perfect for Research, Content Curation, and Staying Informed. Unlock Smarter Insights with State-of-the-Art Technology in Content Retrieval and Discovery!".                 | ![Article Recommendation](https://github.com/lancedb/assets/blob/main/recipes/article_recommendation_engine.gif) |
+| [Article Recommendation](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/article_recommender) | Article Recommender: Explore vast data set of articles with Instant, Context-Aware Suggestions. Leveraging Advanced NLP, Vector Search, and Customizable Datasets, Our App Delivers Real-Time, Precise Article Recommendations. Perfect for Research, Content Curation, and Staying Informed. Unlock Smarter Insights with State-of-the-Art Technology in Content Retrieval and Discovery!".                 | ![Article Recommendation](./applications/node/article_recommender/public/assets/article_recommendation_engine.gif) |
 | [AI Powered Job Search](https://github.com/lancedb/vectordb-recipes/tree/main/applications/node/AI_powered_job_search) | Transform your job search experience with this AI-driven application. Powered by LangChain.js, LanceDB, and advanced semantic search, it provides real-time, highly accurate job listings tailored to your preferences. Featuring customizable datasets and advanced filtering options (e.g., skills, location, job type, and salary range), this app ensures you find the right opportunities quickly and effortlessly. Best suited for job seekers, recruiters, career platforms, custom job boards.                 | ![Article Recommendation](./applications//node/assets/AI-powered-job-search.gif) |
 ||||