Update app.py

app.py

@@ -9,37 +9,31 @@ st.title("AI Opportunity Finder for Youth")
 st.write("Find Scholarships, Internships, Online Courses, and more!")
 
 # Function to get scholarships data from a mock API
-def get_scholarships(location, interests):
-    # Example: Using a mock API or replace it with a real API URL
-    url = "https://jsonplaceholder.typicode.com/posts"  # Mock API
+def get_scholarships(country, interests):
+    # Example: Replace with a real API URL (mocked for demonstration)
+    url = f"https://jsonplaceholder.typicode.com/posts"  # Mock API
     response = requests.get(url)
     
     if response.status_code == 200:
-        # Convert the response to a list and limit to the first 5 items
-        posts = response.json()[:5]
-        # Construct scholarships list
+        posts = response.json()[:5]  # Take only the first 5 posts as mock scholarships
         return [{"title": f"Scholarship {i+1}", "description": post['body'], "eligibility": "Any student from any background."} for i, post in enumerate(posts)]
     else:
         return []
 
 # Function to get internships data from a mock API
-def get_internships():
-    # Example: Using a mock API for Internships (replace with a real API)
-    url = "https://jsonplaceholder.typicode.com/posts"  # Mock API for testing
+def get_internships(country):
+    # Example: Replace with a real API URL (mocked for demonstration)
+    url = f"https://jsonplaceholder.typicode.com/posts"  # Mock API for testing
     response = requests.get(url)
     
     if response.status_code == 200:
-        # Return a list of mock internships
         return [{"jobtitle": f"Internship {i+1}", "company": "Sample Company", "location": "Remote", "snippet": "Description of the internship."} for i in range(5)]
     else:
         return []
 
 # Function to recommend opportunities based on user input
 def recommend_opportunities(user_interests, user_skills, opportunities):
-    # Combine user profile into a single string
     user_profile = [f"{user_interests} {user_skills}"]
-    
-    # Create text data for opportunities based on description & eligibility
     opportunities_text = [f"{opportunity['description']} {opportunity['eligibility']}" for opportunity in opportunities]
     
     # Vectorize the text using TF-IDF
@@ -49,57 +43,54 @@ def recommend_opportunities(user_interests, user_skills, opportunities):
     # Compute cosine similarity
     cosine_sim = cosine_similarity(tfidf_matrix[-1], tfidf_matrix[:-1])
     
-    # Get the indices of the top 5 recommended opportunities
+    # Get the top 5 recommendations
     recommendations = cosine_sim[0].argsort()[-5:][::-1]
     
-    # Return recommended opportunities
     return [opportunities[i] for i in recommendations]
 
-# User input for profile
-st.sidebar.header("User Profile")
-location = st.sidebar.text_input("Location", "Pakistan")  # Default to 'Pakistan'
-skills = st.sidebar.text_input("Skills (e.g., Python, Marketing)")
-interests = st.sidebar.text_input("Interests (e.g., Technology, Science)")
-
-# Fetch scholarships based on user input
-scholarships = get_scholarships(location, interests)
-
-# Display scholarships if available
-if scholarships:
-    st.write("Scholarships found:")
-    for scholarship in scholarships:
-        st.write(f"Title: {scholarship['title']}")
-        st.write(f"Description: {scholarship['description']}")
-        st.write(f"Eligibility: {scholarship['eligibility']}")
-        st.write("---")
-else:
-    st.write("No scholarships found based on your criteria.")
-
-# Fetch internships based on user input
-internships = get_internships()
+# Form to gather user profile and country selection
+with st.form(key='user_form'):
+    st.sidebar.header("User Profile")
+    location = st.selectbox("Select your Country", ["Pakistan", "USA", "Germany", "India", "UK", "Australia"])  # Add more countries as needed
+    skills = st.text_input("Skills (e.g., Python, Marketing)")
+    interests = st.text_input("Interests (e.g., Technology, Science)")
 
-# Display internships if available
-if internships:
-    st.write("Internships found:")
-    for internship in internships:
-        st.write(f"Title: {internship['jobtitle']}")
-        st.write(f"Company: {internship['company']}")
-        st.write(f"Location: {internship['location']}")
-        st.write(f"Snippet: {internship['snippet']}")
-        st.write("---")
-else:
-    st.write("No internships found.")
+    submit_button = st.form_submit_button("Find Opportunities")
 
-# AI-based recommendations for opportunities
-if st.sidebar.button("Get AI Recommendations"):
-    # Combine scholarships and internships for recommendations
-    all_opportunities = scholarships + internships
+# Fetch data based on the user input
+if submit_button:
+    # Fetch scholarships and internships based on the selected country and profile
+    scholarships = get_scholarships(location, interests)
+    internships = get_internships(location)
+    
+    # Display Scholarships
+    if scholarships:
+        st.write("Scholarships found:")
+        for scholarship in scholarships:
+            st.write(f"Title: {scholarship['title']}")
+            st.write(f"Description: {scholarship['description']}")
+            st.write(f"Eligibility: {scholarship['eligibility']}")
+            st.write("---")
+    else:
+        st.write("No scholarships found for the selected country.")
     
-    # Get AI recommendations based on user input
+    # Display Internships
+    if internships:
+        st.write("Internships found:")
+        for internship in internships:
+            st.write(f"Title: {internship['jobtitle']}")
+            st.write(f"Company: {internship['company']}")
+            st.write(f"Location: {internship['location']}")
+            st.write(f"Snippet: {internship['snippet']}")
+            st.write("---")
+    else:
+        st.write("No internships found for the selected country.")
+    
+    # AI Recommendations based on interests and skills
+    all_opportunities = scholarships + internships
     recommended_opportunities = recommend_opportunities(interests, skills, all_opportunities)
     
-    # Display recommended opportunities
-    st.write("Recommended Opportunities based on your profile:")
+    st.write("AI-based Recommended Opportunities based on your profile:")
     for opportunity in recommended_opportunities:
         st.write(f"Title: {opportunity['title']}")
         st.write(f"Description: {opportunity['description']}")