app update (lancedb#153)

README.md

@@ -58,7 +58,7 @@ If you're looking for in-depth tutorial-like examples, checkout the [tutorials](
 | [Accelerate Vector Search Applications Using OpenVINO](/tutorials/Accelerate-Vector-Search-Applications-Using-OpenVINO/) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/tutorials/Accelerate-Vector-Search-Applications-Using-OpenVINO/clip_text_image_search.ipynb) [![local LLM](https://img.shields.io/badge/local-llm-green)](#)| [![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://blog.lancedb.com/accelerate-vector-search-applications-using-openvino-51366eabf866)|
 | [Search Within Images](/examples/Contextual-Compression-with-RAG/) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/search-within-images-with-sam-and-clip/main.ipynb) [![local LLM](https://img.shields.io/badge/local-llm-green)](#) |[![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://blog.lancedb.com/search-within-an-image-331b54e4285e)|
 | [Contextual-Compression-with-RAG](/examples/Contextual-Compression-with-RAG/) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/Contextual-Compression-with-RAG/main.ipynb) [![local LLM](https://img.shields.io/badge/local-llm-green)](#) |[![Medium](https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white)](https://medium.com/etoai/enhance-rag-integrate-contextual-compression-and-filtering-for-precision-a29d4a810301) |
-| [Imagebind demo app](/examples/imagebind_demo/) | <a href="https://huggingface.co/spaces/raghavd99/imagebind2"><img src="https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo-with-title.svg" alt="hf spaces" style="width: 5.5rem; vertical-align: middle; background-color: white;"></a>|
+| [Imagebind demo app](/examples/imagebind_demo/) | <a href="https://huggingface.co/spaces/raghavd99/imagebind2"><img src="https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo-with-title.svg" alt="hf spaces" style="width: 80px; vertical-align: middle; background-color: white;"></a>|
 
 
 

examples/imagebind_demo/README.md

@@ -3,9 +3,7 @@
 A gradio app showcasing multi-modal capabilities of Imagebind supported via lanceDB API
 
 ## Usage
-you can run it locally by cloning the project as mentioned below, or access via Spaces: <a href="https://huggingface.co/spaces/raghavd99/imagebind2">
-    <img src="https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo-with-title.svg" alt="hf spaces" style="width: 5.75rem; vertical-align: middle; background-color: white;">
-</a>
+you can run it locally by cloning the project as mentioned below, or access via Spaces: <a href="https://huggingface.co/spaces/raghavd99/imagebind2"><img src="https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo-with-title.svg" alt="hf spaces" style="width: 80px; vertical-align: middle; background-color: white;"></a>
 
 ```bash
 git clone https://github.com/lancedb/vectordb-recipes.git

examples/imagebind_demo/downloader.py

@@ -8,7 +8,7 @@
     "https://github.com/raghavdixit99/assets/raw/main/dragon-growl-37570.wav",
     "https://github.com/raghavdixit99/assets/raw/main/car_audio.wav",
     "https://github.com/raghavdixit99/assets/raw/main/acoustic-guitar.wav",
-    "https://github.com/raghavdixit99/assets/raw/main/witch-103635.wav",
+    "https://github.com/raghavdixit99/assets/raw/main/witch.wav",
     "https://github.com/raghavdixit99/assets/raw/main/thunder-25689.wav",
 ]
 image_urls = [