Update app.py

app.py

@@ -15,6 +15,9 @@ def upload_cvs(files):
     global cv_texts, cv_names, cv_vectors, faiss_index
 
     try:
+        if len(files) > 10:
+            return "❌ Limit exceeded: Upload a maximum of 10 CVs."
+
         cv_texts = [extract_text_from_file(f) for f in files]
         cv_names = [f.name for f in files]
         cv_vectors = get_embeddings(cv_texts)
@@ -28,7 +31,7 @@ def upload_cvs(files):
     except Exception as e:
         return f"❌ Error during upload: {e}"
 
-def match_jd(jd_text):
+def match_jd(jd_text, match_mode):
     if faiss_index is None:
         return "❌ Please upload CVs first."
     if not jd_text.strip():
@@ -36,15 +39,18 @@ def match_jd(jd_text):
 
     try:
         jd_vector = get_embeddings([jd_text])[0]
-        indices = search_similar_cvs(jd_vector, faiss_index, k=3)
+
+        if match_mode == "Top 3 Matches":
+            indices = search_similar_cvs(jd_vector, faiss_index, k=3)
+        else:  # All CVs
+            indices = list(range(len(cv_names)))
 
         matched = [cv_names[i] for i in indices]
         texts = [cv_texts[i] for i in indices]
 
-
         summary = summarize_match(jd_text, matched, texts)
 
-        return f"✅ Top Matches:\n\n" + "\n".join(matched) + f"\n\n📝 Summary:\n{summary}"
+        return f"✅ {match_mode}:\n\n" + "\n".join(matched) + f"\n\n📝 Summary:\n{summary}"
 
     except Exception as e:
         return f"❌ Error during matching: {e}"
@@ -55,17 +61,20 @@ def clear_data():
     return "🧹 Cleared."
 
 with gr.Blocks() as app:
-    gr.Markdown("## 📄 CV Matcher with Groq API")
+    gr.Markdown("## 📄 CV Matcher with Groq API (Flexible Matching Mode)")
 
     # Upload
-    file_input = gr.File(file_types=[".pdf", ".docx"], file_count="multiple", label="📤 Upload CVs")
+    file_input = gr.File(file_types=[".pdf", ".docx"], file_count="multiple", label="📤 Upload CVs (Max 10)")
     upload_button = gr.Button("📁 Upload & Index")
     upload_status = gr.Textbox(label="Upload Status")
 
-    # Job Description Matching
+    # Job Description & Matching
     jd_input = gr.Textbox(label="📋 Paste Job Description", lines=8, placeholder="Paste job description here...")
+
+    match_mode = gr.Radio(["Top 3 Matches", "All Uploaded CVs"], value="Top 3 Matches", label="Matching Mode")
+
     match_button = gr.Button("🔍 Match CVs")
-    result_output = gr.Textbox(label="Match Results", lines=15)
+    result_output = gr.Textbox(label="Match Results", lines=20)
 
     # Clear Session
     clear_button = gr.Button("🧹 Clear All")
@@ -73,7 +82,7 @@ with gr.Blocks() as app:
 
     # Actions
     upload_button.click(upload_cvs, inputs=[file_input], outputs=[upload_status])
-    match_button.click(match_jd, inputs=[jd_input], outputs=[result_output])
+    match_button.click(match_jd, inputs=[jd_input, match_mode], outputs=[result_output])
     clear_button.click(clear_data, inputs=[], outputs=[clear_status])
 
 app.launch()