updated example

README.md

@@ -57,9 +57,8 @@ If you're looking for in-depth tutorial-like examples, checkout the [tutorials](
 | [Facial Recognition](./examples/facial_recognition) | <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/facial_recognition/main.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a> | 
 | [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)
-
-
+| [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>|
 
 
 

examples/imagebind_demo/README.md

@@ -3,7 +3,9 @@
 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 Colab - <a href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/imagebind_demo/main.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></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: 5.75rem; vertical-align: middle; background-color: white;">
+</a>
 
 ```bash
 git clone https://github.com/lancedb/vectordb-recipes.git

examples/imagebind_demo/app.py

@@ -7,7 +7,6 @@
 
 model = get_registry().get("imagebind").create()
 
-
 class TextModel(LanceModel):
     text: str
     image_uri: str = model.SourceField()
@@ -63,21 +62,21 @@ def process_audio(inp_audio) -> str:
 im_to_at = gr.Interface(
     process_image,
     gr.Image(type="filepath", value=image_paths[0]),
-    ["text", "audio"],
+    [gr.Text(label="Output Text"), gr.Audio(label="Output Audio")],
     examples=image_paths,
     allow_flagging="never",
 )
 txt_to_ia = gr.Interface(
     process_text,
     gr.Textbox(label="Enter a prompt:"),
-    ["image", "audio"],
+    [gr.Image(label="Output Image"), gr.Audio(label="Output Audio")],
     allow_flagging="never",
     examples=text_list,
 )
 a_to_it = gr.Interface(
     process_audio,
     gr.Audio(type="filepath", value=audio_paths[0]),
-    ["image", "text"],
+    [gr.Image(label="Output Image"), gr.Text(label="Output Text")],
     examples=audio_paths,
     allow_flagging="never",
 )

examples/imagebind_demo/downloader.py

@@ -7,11 +7,17 @@
     "https://github.com/raghavdixit99/assets/raw/main/bird_audio.wav",
     "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/thunder-25689.wav"
 ]
 image_urls = [
     "https://github.com/raghavdixit99/assets/assets/34462078/abf47cc4-d979-4aaa-83be-53a2115bf318",
     "https://github.com/raghavdixit99/assets/assets/34462078/93be928e-522b-4e37-889d-d4efd54b2112",
     "https://github.com/raghavdixit99/assets/assets/34462078/025deaff-632a-4829-a86c-3de6e326402f",
+    "https://github.com/raghavdixit99/assets/assets/34462078/a20bff32-155c-4bad-acf1-97856c493099",
+    "https://github.com/raghavdixit99/assets/assets/34462078/4f7dadd8-b38c-4c14-ac8a-5a2e74414f6a",
+    "https://github.com/raghavdixit99/assets/assets/34462078/ac11eeab-7b2b-4db3-981b-d5fed08d9bc2"
 ]
 
 base_path = os.path.dirname(os.path.abspath(__file__))