AreejMehboob commited on
Commit
40c0bf4
·
verified ·
1 Parent(s): 4dfda9c

Update app.py

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Files changed (1) hide show
  1. app.py +3 -0
app.py CHANGED
@@ -2,6 +2,7 @@ import os
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  import gradio as gr
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  import numpy as np
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  from transformers import AutoTokenizer, AutoModel
 
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  # :white_check_mark: Setup environment
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  os.makedirs(os.environ.get("HF_HOME", "./hf_cache"), exist_ok=True)
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  hf_token = os.environ.get("HF_TOKEN")
@@ -32,7 +33,9 @@ def get_text_embeddings(text):
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  return embeddings[0].detach().numpy()
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  # :white_check_mark: Gradio interface function
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  def embed_text_interface(text):
 
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  embedding = get_text_embeddings(text)
 
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  return str(embedding)
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  # :white_check_mark: Gradio UI
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  interface = gr.Interface(
 
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  import gradio as gr
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  import numpy as np
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  from transformers import AutoTokenizer, AutoModel
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+ import time
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  # :white_check_mark: Setup environment
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  os.makedirs(os.environ.get("HF_HOME", "./hf_cache"), exist_ok=True)
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  hf_token = os.environ.get("HF_TOKEN")
 
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  return embeddings[0].detach().numpy()
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  # :white_check_mark: Gradio interface function
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  def embed_text_interface(text):
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+ strt_time=time.time()
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  embedding = get_text_embeddings(text)
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+ print(f"Total time taken by nomic to embed: {time.time()-strt_time}")
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  return str(embedding)
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  # :white_check_mark: Gradio UI
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  interface = gr.Interface(