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import os
from dotenv import load_dotenv
import json
import google.genai as genai
import time
import logging
load_dotenv()
class Model:
def __init__(self,PROMPT,model_inp):
API_KEY = os.getenv("GOOGLE_API_KEY")
self.client = genai.Client(api_key=API_KEY)
self.chat = self.client.chats.create(model = model_inp)
self.model_name = model_inp
response = self.chat.send_message(PROMPT)
def json(self,text):
if not text.strip():
return ""
s_idx = text.find("{")
e_idx = text.rfind("}") + 1
if s_idx == -1 or e_idx == -1 :
return ""
try:
output = json.loads(text[s_idx:e_idx])
except Exception as e:
raise ValueError(f"Error Parsing {e}")
return output if output else ""
def send(self, content, max_retries=2):
for attempt in range(max_retries + 1):
try:
start_time = time.time()
logging.info(f"Sending request to {self.model_name} (attempt {attempt + 1})")
response = self.chat.send_message(content)
elapsed_time = time.time() - start_time
logging.info(f"API call completed in {elapsed_time:.2f} seconds")
result = self.json(response.text)
return result
except Exception as e:
logging.error(f"API call failed (attempt {attempt + 1}): {str(e)}")
if attempt == max_retries:
# Return a basic structure if all retries fail
logging.warning("All retries failed, returning basic structure")
return {
"name": "Unknown",
"email": "unknown@example.com",
"phone": None,
"linkedin": None,
"location": None,
"summary": "Resume parsing failed",
"education": [],
"experience": [],
"projects": [],
"skills": {
"languages": [],
"frameworks": [],
"libraries": [],
"tools": [],
"platforms": [],
"design": []
},
"certifications": [],
"awards": []
}
time.sleep(2) # Wait before retry
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