Update app.py

app.py

@@ -1,6 +1,4 @@
-import gradio as gr
-import importlib
-
+import threading
 import re
 import gradio as gr
 import os
@@ -33,14 +31,14 @@ def get_Answer(query):
     answer = model.generate_content(prompt).text
     return answer
 
-# Define the Gradio interface
-iface = gr.Interface(
-    fn=get_Answer,
-    inputs=gr.Textbox(lines=5, placeholder="Ask a question"),  # Textbox for query
-    outputs="textbox",  # Display the generated answer in a textbox
-    title="Answer Questions with Gemini-Pro",
-    description="Ask a question and get an answer based on context from a ChromaDB collection.",
-)
+# # Define the Gradio interface
+# iface = gr.Interface(
+#     fn=get_Answer,
+#     inputs=gr.Textbox(lines=5, placeholder="Ask a question"),  # Textbox for query
+#     outputs="textbox",  # Display the generated answer in a textbox
+#     title="Answer Questions with Gemini-Pro",
+#     description="Ask a question and get an answer based on context from a ChromaDB collection.",
+# )
 
 
 
@@ -69,18 +67,39 @@ def upload_pdf(file_path):
     )
     return f"PDF Uploaded Successfully. {collection.count()} chunks stored in ChromaDB"
 
-# Define the Gradio interface
-iface = gr.Interface(
+# # Define the Gradio interface
+# iface = gr.Interface(
+#     fn=upload_pdf,
+#     inputs=["file"],  # Specify a file input component
+#     outputs="textbox",  # Display the output text in a textbox
+#     title="Upload PDF to ChromaDB",
+#     description="Upload a PDF file and store its text chunks in ChromaDB.",
+# )
+
+# Gradio interfaces
+iface1 = gr.Interface(
+    fn=get_Answer,
+    inputs=gr.Textbox(lines=5, placeholder="Ask a question"),
+    outputs="textbox",
+    title="Answer Questions with Gemini-Pro",
+    description="Ask a question and get an answer based on context from a ChromaDB collection.",
+)
+iface2 = gr.Interface(
     fn=upload_pdf,
-    inputs=["file"],  # Specify a file input component
-    outputs="textbox",  # Display the output text in a textbox
+    inputs=["file"],
+    outputs="textbox",
     title="Upload PDF to ChromaDB",
     description="Upload a PDF file and store its text chunks in ChromaDB.",
 )
 
 
-# Launch the Gradio app
-iface.launch(debug=True,share=True)
+
+# Launch the apps in separate threads
+thread1 = threading.Thread(target=iface1.launch, args=(debug=True, share=True))
+thread2 = threading.Thread(target=iface2.launch, args=(debug=True, share=True))
+
+thread1.start()
+thread2.start()