Upload app.py

app.py

@@ -9,35 +9,42 @@ UPLOAD_FOLDER = "uploads"
 os.makedirs(UPLOAD_FOLDER, exist_ok=True)
 
 
-def process_resumes(job_description, uploaded_file):
+def process_resumes(job_description, uploaded_files):
     if not job_description.strip():
         return "Please provide a job description.", None
 
-    # uploaded_file is the file path string, use it directly
-    filepath = uploaded_file  # no need to save again
-
-    # Extract filename for display in results
-    filename = os.path.basename(filepath)
-
-    # Read file content depending on extension
-    if filepath.endswith(".txt"):
-        with open(filepath, "r", encoding="utf-8") as f:
-            text = f.read()
-    elif filepath.endswith(".pdf"):
-        import pdfplumber
-        with pdfplumber.open(filepath) as pdf:
-            pages = [page.extract_text() for page in pdf.pages if page.extract_text() is not None]
-            text = "\n".join(pages)
-    elif filepath.endswith(".docx"):
-        text = extract_text_from_docx(filepath)
-    else:
-        return "Unsupported file format.", None
-
-    resume_texts = [(filename, text)]
+    if not uploaded_files:
+        return "Please upload at least one resume file.", None
+
+    resume_texts = []
+
+    for uploaded_file in uploaded_files:
+        filepath = uploaded_file.name  # uploaded_file is a NamedTemporaryFile-like object
+
+        # Read file content depending on extension
+        if filepath.endswith(".txt"):
+            text = uploaded_file.read().decode("utf-8")
+        elif filepath.endswith(".pdf"):
+            import pdfplumber
+            uploaded_file.seek(0)
+            with pdfplumber.open(uploaded_file) as pdf:
+                pages = [page.extract_text() for page in pdf.pages if page.extract_text() is not None]
+                text = "\n".join(pages)
+        elif filepath.endswith(".docx"):
+            from docx import Document
+            uploaded_file.seek(0)
+            doc = Document(uploaded_file)
+            full_text = [para.text for para in doc.paragraphs]
+            text = "\n".join(full_text)
+        else:
+            return f"Unsupported file format: {filepath}", None
+
+        resume_texts.append((filepath, text))
 
     # Rank resumes
     results = rank_resumes(job_description, resume_texts)
 
+    # Add filename to candidate info
     for i, candidate in enumerate(results):
         candidate["name"] = resume_texts[i][0]
 
@@ -51,12 +58,12 @@ def process_resumes(job_description, uploaded_file):
             candidate.get("name", "Unknown"),
             f"{candidate['score']:.4f}",
             candidate["summary"]
-        ]  for candidate in results
+        ] for candidate in results
     ]
 
-
     return "", table_data
 
+
 def extract_text_from_docx(filepath):
     doc = Document(filepath)
     full_text = []
@@ -73,7 +80,7 @@ with gr.Blocks() as demo:
     with gr.Row():
         job_desc = gr.Textbox(label="Job Description", lines=10, placeholder="Paste job description here...")
     
-    resumes = gr.File(label="Upload Resume (.txt, .pdf, .docx)", file_types=[".txt", ".pdf", ".docx"])
+    resumes = gr.File(label="Upload Resumes (.txt, .pdf, .docx)", file_types=[".txt", ".pdf", ".docx"], file_types_multiple=True, multiple=True)
 
     btn = gr.Button("Rank Candidates")