Update README.md

README.md

@@ -41,17 +41,16 @@ allowing for both text-to-text and text-to-image searches with a single model.
 
 ## Data & Parameters
 
-Jina CLIP V1 [technical report]() coming soon.
+`jina-clip-v1` [technical report]() coming soon.
 
 ## Usage
 
 You can use Jina CLIP directly from transformers package.
 
 ```python
-!pip install transformers einops timm
+!pip install transformers einops timm pillow
 from transformers import AutoModel, AutoTokenizer, AutoImageProcessor
 from numpy.linalg import norm
-from PIL import Image
 
 cos_sim = lambda a,b: (a @ b.T) / (norm(a)*norm(b))
 
@@ -103,7 +102,7 @@ Join our [Discord community](https://discord.jina.ai) and chat with other commun
 
 ## Citation
 
-If you find Jina CLIP useful in your research, please cite the following paper:
+If you find `jina-clip-v1` useful in your research, please cite the following paper:
 
 ```console
 TBD