sarim commited on
Commit
425c047
·
1 Parent(s): 8f82834

improve data

Browse files
Files changed (1) hide show
  1. app.py +52 -0
app.py CHANGED
@@ -8,6 +8,58 @@ import nest_asyncio
8
  from pydantic_ai.messages import ModelMessage
9
  import pdfplumber
10
  import os
 
11
  from dataclasses import dataclass
12
 
 
13
  #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
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8
  from pydantic_ai.messages import ModelMessage
9
  import pdfplumber
10
  import os
11
+ from streamlit_pdf_viewer import pdf_viewer
12
  from dataclasses import dataclass
13
 
14
+ #api_key
15
  #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
16
+
17
+ api_key = os.getenv("api_key")
18
+
19
+ data = []
20
+
21
+ model = GroqModel("llama3-groq-70b-8192-tool-use-preview", api_key = api_key)
22
+
23
+ async def resume_AI(data):
24
+ agent = Agent(model=model,
25
+
26
+ system_prompt=(
27
+ "You are an expert in making resume",
28
+ "You have access to the resume text",
29
+ "Also return data in markdown formate"
30
+ )
31
+
32
+ )
33
+
34
+ result = agent.run_sync(user_prompt="Improve the resume")
35
+ print(result.data)
36
+
37
+ def extract_data(feed):
38
+
39
+ with pdfplumber.open(feed) as pdf:
40
+ pages = pdf.pages
41
+ for p in pages:
42
+ data.append(p.extract_text())
43
+
44
+
45
+ return None
46
+
47
+ def ai_resume(data):
48
+ asyncio.run(resume_AI(data=data))
49
+
50
+ def main():
51
+ uploaded_file = st.file_uploader('Choose your .pdf file', type="pdf")
52
+ if uploaded_file is not None:
53
+ extract_data(uploaded_file)
54
+ binary_data = uploaded_file.getvalue()
55
+ pdf_viewer(input=binary_data,
56
+ width=700)
57
+ if st.button("Improve Resume"):
58
+ ai_resume(data)
59
+
60
+
61
+
62
+ if __name__ == '__main__':
63
+ import asyncio
64
+ nest_asyncio.apply()
65
+ main()