Update README.md

README.md

@@ -33,10 +33,24 @@ pinned: false
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          <pre
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-	!pip install -U sentence-transformers
-	from sentence_transformers import SentenceTransformer
-	model = SentenceTransformer("your-username/your-awesome-model")
-		</pre>
+from sentence_transformers import SentenceTransformer
+model = SentenceTransformer('paraphrase-MiniLM-L6-v2')
+
+#Our sentences we like to encode
+sentences = ['This framework generates embeddings for each input sentence',
+'Sentences are passed as a list of string.',
+'The quick brown fox jumps over the lazy dog.']
+
+#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("")
+
+</pre>
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