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   <h1>🚀 Supercharge your <a href="https://lmstudio.ai/">LM Studio</a> with a Vector Database!</h1>
-  <h2>Now with the ability to process images and audio files, Local chat models, and text to speech playback!<br><a href="https://youtu.be/8-ZAYI4MvtA">Introductory Video</a><br><a href="https://medium.com/@vici0549/search-images-with-vector-database-retrieval-augmented-generation-rag-3d5a48881de5">Medium Article</a></h2>
+  <h2>Now with the ability to process images and audio files, Local chat models, and text to speech playback!<br><a href="https://www.youtube.com/watch?v=J1t95ecV11U">Introductory Video</a><br><a href="https://medium.com/@vici0549/search-images-with-vector-database-retrieval-augmented-generation-rag-3d5a48881de5">Medium Article</a></h2>
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 * 🔥 Currently only supported on ```Windows``` systems with an ```Nvidia GPU```.  Feel free to contribute to support other setups!
 * 🔥 Due to time constraints, ```Release v3.5.2``` was the last one that attempted to support Linux/MacOS and ```Release v6.1.0``` was the last one that attempted to support CPU-only systems. due to the fact that I don't currently have time to support all backends/platforms.