Update Job_description_analysis.py

Job_description_analysis.py

@@ -0,0 +1,56 @@
+import streamlit as st
+import os
+from dotenv import load_dotenv
+from langchain_community.llms import OpenAI
+from langchain_google_genai import ChatGoogleGenerativeAI
+
+# Load environment variables
+load_dotenv()
+
+
+def analyze_job_description(job_description,model):
+    prompt = f"""
+    Analyze the following job description and extract the following information:
+    - Skills
+    - Roles
+    - Topics
+    - Level of Understanding
+    - Difficulty
+
+    Job Description:
+    {job_description}
+    """
+
+    
+    if model == "Open AI":
+        llm = OpenAI(temperature=0.7, openai_api_key=st.secrets["OPENAI_API_KEY"])
+        analysis = llm(prompt)
+        
+        
+    elif model == "Gemini":
+        llm = ChatGoogleGenerativeAI(model="gemini-pro", google_api_key=st.secrets["GOOGLE_API_KEY"])
+        analysis = llm.invoke(prompt)
+        analysis = analysis.content
+    
+    
+    return analysis
+
+def app():
+    st.title("Job Description Analysis")
+
+    st.header("Select AI:")
+    model = st.radio("Model", [ "Gemini","Open AI",])
+    st.write("Selected option:", model)
+    
+    # Input: Job description
+    job_description = st.text_area("Enter Job Description:")
+    
+    # Analyze button
+    if st.button("Analyze"):
+        if job_description:
+            # Use the model to analyze the job description
+            analysis = analyze_job_description(job_description,model)
+            st.write("Analysis:")
+            st.text(analysis)
+        else:
+            st.error("Please enter a job description.")