innocent-charles commited on
Commit
fd06722
1 Parent(s): 707dfd2

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -7,8 +7,8 @@ model = SentenceTransformer('sartifyllc/AviLaBSE')
7
  # Function to compute similarities
8
  def compute_similarity(original_sentence, sentences_to_compare):
9
  # Encode the original sentence and the sentences to compare
10
- embeddings_original = model.encode([original_sentence])
11
- embeddings_sentences_to_compare = model.encode(sentences_to_compare)
12
 
13
  # Compute cosine similarities
14
  similarities = util.cos_sim(embeddings_original, embeddings_sentences_to_compare)
@@ -34,7 +34,7 @@ iface = gr.Interface(
34
  gr.Textbox(label="Sentence 2"),
35
  gr.Textbox(label="Sentence 3")
36
  ],
37
- outputs=gr.outputs.Table(label="Similarity Scores", columns=["Sentence", "Similarity Score"]),
38
  title="Sentence Similarity Calculator",
39
  description="Enter an original sentence and three sentences to compare their similarity."
40
  )
 
7
  # Function to compute similarities
8
  def compute_similarity(original_sentence, sentences_to_compare):
9
  # Encode the original sentence and the sentences to compare
10
+ embeddings_original = model.encode([original_sentence], convert_to_tensor=True)
11
+ embeddings_sentences_to_compare = model.encode(sentences_to_compare, convert_to_tensor=True)
12
 
13
  # Compute cosine similarities
14
  similarities = util.cos_sim(embeddings_original, embeddings_sentences_to_compare)
 
34
  gr.Textbox(label="Sentence 2"),
35
  gr.Textbox(label="Sentence 3")
36
  ],
37
+ outputs=gr.Table(label="Similarity Scores", headers=["Sentence", "Similarity Score"]),
38
  title="Sentence Similarity Calculator",
39
  description="Enter an original sentence and three sentences to compare their similarity."
40
  )