added faiss

app.py

@@ -49,15 +49,14 @@ def generate_chat_completion_interface(USER_INPUT):
     related_vectors = "\n".join(top_documents)
 
     result = generate_chat_completion(client, SYSTEM_PROMPT, USER_INPUT, related_vectors)
-    formatted_result = json.dumps(result, indent=4)
 
-    return formatted_result
+    return result
 
 # Set up the Gradio app interface
 iface = gr.Interface(
     fn=generate_chat_completion_interface,  # Function to run on input
     inputs=gr.Textbox(label="Enter your sentence"),  # Input field
-    outputs=gr.Textbox(label="Generated Completion", lines=10),  # Output field
+    outputs=gr.Textbox(label="Generated Completion"),  # Output field
     title="Chat Completion Generator",  # Title of the app
     description="This app generates chat completions based on a user-provided input sentence."
 )