Update app.py

app.py

@@ -101,8 +101,9 @@ def calculate_statistics(embeddings):
 
 # Gradio frontend
 def upload_file(file, model_name, split_strategy, chunk_size, overlap_size, max_tokens, query, top_k):
+    # Write the file using file.value instead of file.read()
     with open(os.path.join(FILES_DIR, file.name), "wb") as f:
-        f.write(file.value)
+        f.write(file.value)  # Use .value to get the file content
 
     # Process files and get embeddings
     embeddings, chunks = process_files(model_name, split_strategy, chunk_size, overlap_size, max_tokens)
@@ -115,17 +116,18 @@ def upload_file(file, model_name, split_strategy, chunk_size, overlap_size, max_
     
     return {"results": results, "stats": stats}
 
+
 # Gradio interface
 iface = gr.Interface(
     fn=upload_file,
     inputs=[
         gr.File(label="Upload File"),
+        gr.Textbox(label="Search Query"),
         gr.Dropdown(choices=list(MODELS.keys()), label="Embedding Model"),
         gr.Radio(choices=["sentence", "recursive"], label="Split Strategy"),
         gr.Slider(100, 1000, step=100, value=500, label="Chunk Size"),
         gr.Slider(0, 100, step=10, value=50, label="Overlap Size"),
         gr.Slider(50, 500, step=50, value=200, label="Max Tokens"),
-        gr.Textbox(label="Search Query"),
         gr.Slider(1, 10, step=1, value=5, label="Top K")
     ],
     outputs="json"