Update README.md

README.md

@@ -37,42 +37,44 @@ pip install embed-anything`
 
 
 
-## :astronaut: Getting Started
-# Requirements for OpenAI
-1. Please check if you already have the OpenAI key in the Environment variable. We have only released the OpenAI embedder library so far. Please stay tuned for updates for the local embeddings as well.
+# :astronaut: Getting Started
 
-### If you are using embed-anything==0.1.4 version
+## For local models or multimodal Embedding
 
-```python
-import embed_anything
-from embed_anything import EmbedData
-data = embed_anything.embed_file("filename.pdf")
-```
-### if you are using embed-anything==0.1.7 version
+### To use local embedding: we support Allmini or Bert, and Jina
 
 ```python
-import embed_anything
-data:list[EmbedData] = embed_anything.embed_file("filename.pdf", embeder= "OpenAI")
+data:list[EmbedData] = embed_anything.embed_file("filename.pdf", embeder= "Jina")
 embeddings = np.array([data.embedding for data in data])
 ```
 
-# For local models or multimodal Embedding
 
-## To use local embedding: we support Allmini or Bert, and Jina
+### To use multimodal embedding: we support CLIP
 
 ```python
-data:list[EmbedData] = embed_anything.embed_file("filename.pdf", embeder= "Jina")
+data:list[EmbedData] = embed_anything.embed_file("filename.pdf", embeder= "Clip")
 embeddings = np.array([data.embedding for data in data])
 ```
 
 
-## To use multimodal embedding: we support CLIP
+## For OpenAI 
+1. Please check if you already have the OpenAI key in the Environment variable. We have only released the OpenAI embedder library so far. Please stay tuned for updates for the local embeddings as well.
+
+### if you are using embed-anything==0.1.7 version (latest version)
 
 ```python
-data:list[EmbedData] = embed_anything.embed_file("filename.pdf", embeder= "Clip")
+import embed_anything
+data:list[EmbedData] = embed_anything.embed_file("filename.pdf", embeder= "OpenAI")
 embeddings = np.array([data.embedding for data in data])
 ```
 
+### If you are using embed-anything==0.1.4 version
+
+```python
+import embed_anything
+from embed_anything import EmbedData
+data = embed_anything.embed_file("filename.pdf")
+```
 
 
 
@@ -81,7 +83,7 @@ embeddings = np.array([data.embedding for data in data])
 
 
 
-#  ⚡ Contributing to EmbedAnything
+#  🚧 Contributing to EmbedAnything
 
 
 First of all, thank you for taking the time to contribute to this project. We truly appreciate your contributions, whether it's bug reports, feature suggestions, or pull requests. Your time and effort are highly valued in this project. 🚀