ImHadis commited on
Commit
21cdd54
·
verified ·
1 Parent(s): 09d74f6

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +18 -5
app.py CHANGED
@@ -1,33 +1,44 @@
1
  import os
2
- from dotenv import load_dotenv, find_dotenv
3
- import requests, json
4
- from transformers import pipeline
5
  import gradio as gr
6
 
 
7
  load_dotenv()
 
8
  # Access the Hugging Face API key and endpoint URL
9
  hf_api_key = os.getenv('HF_API_KEY')
10
  MODEL_NAME = "sshleifer/distilbart-cnn-12-6"
11
  ENDPOINT_URL = f"https://api-inference.huggingface.co/models/{MODEL_NAME}"
12
 
13
- #Summarization endpoint
14
  def get_completion(inputs, parameters=None):
15
  headers = {
16
  "Authorization": f"Bearer {hf_api_key}",
17
  "Content-Type": "application/json"
18
  }
19
  data = {
20
- "inputs": inputs
 
21
  }
22
  if parameters is not None:
23
  data.update({"parameters": parameters})
24
 
 
 
 
 
25
  try:
26
  response = requests.post(ENDPOINT_URL, headers=headers, json=data)
 
 
 
27
  response.raise_for_status()
28
  return response.json()
29
  except requests.exceptions.RequestException as e:
30
  print(f"Request failed: {e}")
 
 
31
  return {"error": f"Request failed: {str(e)}"}
32
 
33
  def summarize(input_text):
@@ -35,6 +46,8 @@ def summarize(input_text):
35
  output = get_completion(input_text)
36
  if isinstance(output, list) and len(output) > 0 and 'summary_text' in output[0]:
37
  return output[0]['summary_text']
 
 
38
  else:
39
  return f"Unexpected response format: {output}"
40
  except Exception as e:
 
1
  import os
2
+ from dotenv import load_dotenv
3
+ import requests
4
+ import json
5
  import gradio as gr
6
 
7
+ # Load environment variables
8
  load_dotenv()
9
+
10
  # Access the Hugging Face API key and endpoint URL
11
  hf_api_key = os.getenv('HF_API_KEY')
12
  MODEL_NAME = "sshleifer/distilbart-cnn-12-6"
13
  ENDPOINT_URL = f"https://api-inference.huggingface.co/models/{MODEL_NAME}"
14
 
 
15
  def get_completion(inputs, parameters=None):
16
  headers = {
17
  "Authorization": f"Bearer {hf_api_key}",
18
  "Content-Type": "application/json"
19
  }
20
  data = {
21
+ "inputs": inputs,
22
+ "options": {"wait_for_model": True}
23
  }
24
  if parameters is not None:
25
  data.update({"parameters": parameters})
26
 
27
+ print(f"Sending request to {ENDPOINT_URL}")
28
+ print(f"Request headers: {headers}")
29
+ print(f"Request data: {data}")
30
+
31
  try:
32
  response = requests.post(ENDPOINT_URL, headers=headers, json=data)
33
+ print(f"Response status code: {response.status_code}")
34
+ print(f"Response content: {response.text}")
35
+
36
  response.raise_for_status()
37
  return response.json()
38
  except requests.exceptions.RequestException as e:
39
  print(f"Request failed: {e}")
40
+ if hasattr(e, 'response') and e.response is not None:
41
+ print(f"Error response content: {e.response.text}")
42
  return {"error": f"Request failed: {str(e)}"}
43
 
44
  def summarize(input_text):
 
46
  output = get_completion(input_text)
47
  if isinstance(output, list) and len(output) > 0 and 'summary_text' in output[0]:
48
  return output[0]['summary_text']
49
+ elif isinstance(output, dict) and 'error' in output:
50
+ return f"API Error: {output['error']}"
51
  else:
52
  return f"Unexpected response format: {output}"
53
  except Exception as e: