Update README.md

README.md

@@ -7,7 +7,16 @@ sdk: static
 pinned: false
 ---
 
+SentenceTransformers is a Python framework for state-of-the-art sentence, text and image embeddings. 
+
 <div class="lg:col-span-3">
+   <p class="mb-4">
+      Install the <a
+         href="https://www.sbert.net/"
+         >Sentence Transformers</a
+         >
+      library.
+   </p>
    <p class="mb-4">
       Install the <a
          href="https://www.sbert.net/"
@@ -45,11 +54,6 @@ sentences = ['This framework generates embeddings',
 #Sentences are encoded by calling model.encode()
 embeddings = model.encode(sentences)
 
-#Print the embeddings
-for sentence, embedding in zip(sentences, embeddings):
-    print("Sentence:", sentence)
-    print("Embedding:", embedding)
-    print("")
 </code>
 
 </pre>