Update README.md

README.md

@@ -12,8 +12,34 @@ models:
 - imageomics/bioclip-2
 datasets:
 - imageomics/TreeOfLife-200M
+description: >- 
+  This space provides an interactive demo for running BioCLIP-2 inference. Additionally, one can run inference on multiple images using the pybioclip package.
+tags:
+  - visualization
+  - data
+  - samples
+  - data-visualization 
+  - exploration
+  - biology
+  - vision
+  - CV
+  - imageomics
+  - clip
+  - species-classification
+  - biological visual task
+  - multimodal
+  - animals
+  - species
+  - taxonomy
+  - rare species
+  - endangered species
+  - evolutionary biology
+  - knowledge-guided
+  - zero-shot-image-classification
 ---
 
+# BioCLIP-2 Demo
+
 This app is modified from the original [BioCLIP Demo](https://huggingface.co/spaces/imageomics/bioclip-demo) to run inference with [BioCLIP 2](https://huggingface.co/imageomics/bioclip-2) and uses [pybioclip](https://github.com/Imageomics/pybioclip).
 
 Due to space persistent storage limitations, embeddings are fetched from the [TreeOfLife-200M repo](https://huggingface.co/datasets/imageomics/TreeOfLife-200M). The images will be retrieved from an S3 bucket, as with the origin, described below.