vrkforever commited on
Commit
0b56779
·
verified ·
1 Parent(s): d8207cb

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +42 -25
app.py CHANGED
@@ -1,29 +1,52 @@
1
  import streamlit as st
2
  import fitz # PyMuPDF
3
- import google.generativeai as genai
4
-
5
- # Configure the Generative AI model
6
- genai.configure(api_key="AIzaSyBqPmsZAJrCsXme9wJBx9o4K71M9c1qzy8")
7
 
8
  def ai_output(input_text, pdf_text, prompt):
9
- model = genai.GenerativeModel('gemini-1.5-flash')
10
  combined_input = f"{input_text}\n\n{pdf_text}\n\n{prompt}"
11
- response = model.generate_content(combined_input)
12
- return response.text
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13
 
14
  def ai_ans(input_text, prompt):
15
- model = genai.GenerativeModel('gemini-1.5-flash')
16
  combined_input = f"{input_text}\n\n{prompt}"
17
- response = model.generate_content(combined_input)
18
- return response.text
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19
 
20
  def input_pdf_setup(uploaded_file):
21
  if uploaded_file is not None:
22
  pdf_document = fitz.open(stream=uploaded_file.read(), filetype="pdf")
23
- text = ""
24
- for page_num in range(len(pdf_document)):
25
- page = pdf_document.load_page(page_num)
26
- text += page.get_text()
27
  pdf_document.close()
28
  return text
29
  else:
@@ -71,16 +94,12 @@ You are an advanced career advisor and job market expert with deep insights into
71
  input_prompt4 = """
72
  You are an expert in resume optimization and keyword integration for job applications. I am providing my resume content along with a job description. Your task is to analyze the resume and identify any important keywords or skills from the job description that are missing in my resume. For each missing keyword or skill, provide the following:
73
 
74
- 1.A clear explanation of all the missing keyword or skill and why it is important for the role.
75
- 2.A detailed suggestion for a sentence or bullet point that can be added to the resume to include the missing keyword.
76
- 3.Guidance on where in the resume (e.g., Professional Experience, Skills, Education, Projects) the new content should be inserted for the best impact.
77
- Ensure that the suggestions are tailored to the context of my existing resume, maintaining a natural flow and relevance to my career background
78
- and also tell that you experience is less that what this job is expected
79
-
80
- also get the list of missing keywords
81
-
82
- and tell me why I would not select for an interview for this position according to my resume
83
 
 
 
84
  """
85
 
86
  if submit1:
@@ -106,5 +125,3 @@ elif submit4:
106
  response = ai_output(input_text, pdf_text, input_prompt4)
107
  st.subheader("Missing things which need to be present in your resume:")
108
  st.write(response)
109
-
110
-
 
1
  import streamlit as st
2
  import fitz # PyMuPDF
3
+ import requests
4
+ import json
 
 
5
 
6
  def ai_output(input_text, pdf_text, prompt):
 
7
  combined_input = f"{input_text}\n\n{pdf_text}\n\n{prompt}"
8
+ response = requests.post(
9
+ url="https://api.aimlapi.com/chat/completions",
10
+ headers={
11
+ "Authorization": "Bearer abc_api_key_xyz",
12
+ "Content-Type": "application/json",
13
+ },
14
+ data=json.dumps(
15
+ {
16
+ "model": "gpt-4o",
17
+ "messages": [{"role": "user", "content": combined_input}],
18
+ "max_tokens": 512,
19
+ "stream": False,
20
+ }
21
+ ),
22
+ )
23
+ response.raise_for_status()
24
+ return response.json().get("choices", [{}])[0].get("message", {}).get("content", "Error: No response")
25
 
26
  def ai_ans(input_text, prompt):
 
27
  combined_input = f"{input_text}\n\n{prompt}"
28
+ response = requests.post(
29
+ url="https://api.aimlapi.com/chat/completions",
30
+ headers={
31
+ "Authorization": "Bearer abc_api_key_xyz",
32
+ "Content-Type": "application/json",
33
+ },
34
+ data=json.dumps(
35
+ {
36
+ "model": "gpt-4o",
37
+ "messages": [{"role": "user", "content": combined_input}],
38
+ "max_tokens": 512,
39
+ "stream": False,
40
+ }
41
+ ),
42
+ )
43
+ response.raise_for_status()
44
+ return response.json().get("choices", [{}])[0].get("message", {}).get("content", "Error: No response")
45
 
46
  def input_pdf_setup(uploaded_file):
47
  if uploaded_file is not None:
48
  pdf_document = fitz.open(stream=uploaded_file.read(), filetype="pdf")
49
+ text = "".join(page.get_text() for page in pdf_document)
 
 
 
50
  pdf_document.close()
51
  return text
52
  else:
 
94
  input_prompt4 = """
95
  You are an expert in resume optimization and keyword integration for job applications. I am providing my resume content along with a job description. Your task is to analyze the resume and identify any important keywords or skills from the job description that are missing in my resume. For each missing keyword or skill, provide the following:
96
 
97
+ 1. A clear explanation of all the missing keywords or skills and why they are important for the role.
98
+ 2. A detailed suggestion for a sentence or bullet point that can be added to the resume to include the missing keyword.
99
+ 3. Guidance on where in the resume (e.g., Professional Experience, Skills, Education, Projects) the new content should be inserted for the best impact.
 
 
 
 
 
 
100
 
101
+ Ensure that the suggestions are tailored to the context of my existing resume, maintaining a natural flow and relevance to my career background.
102
+ Also, tell me why I would not be selected for an interview for this position according to my resume.
103
  """
104
 
105
  if submit1:
 
125
  response = ai_output(input_text, pdf_text, input_prompt4)
126
  st.subheader("Missing things which need to be present in your resume:")
127
  st.write(response)