cleanup for the code

app.py

@@ -261,16 +261,6 @@ def process_and_query(text=None):
     try:
         # augment the prompt before feeding it to vectara
         text = "the user asks the following to his health adviser " + text
-        # If an image is provided, process it with OpenAI and use the response as the text query for Vectara
-        # if image is not None:
-        #     text = process_image(image)
-        #     return "**Summary:** "+text
-        # if audio is not None:
-        #     text = process_speech(audio)
-        #     # augment the prompt before feeding it to vectara
-        #     text = "the user asks the following to his health adviser " + text
-            
-
         
         # Use the text to query Vectara
         vectara_response_json = query_vectara(text)
@@ -299,37 +289,6 @@ def process_and_query(text=None):
         return str(e)
 
 
-# Define the Gradio interface
-# iface = gr.Interface(
-#     fn=process_and_query,
-#     inputs=[
-#         gr.Textbox(label="Input Text"),
-#         gr.Image(label="Upload Image"),
-#         gr.Audio(label="talk in french",
-#                  sources=["microphone"]),
-#     ],
-#     outputs=[gr.Markdown(label="Output Text")],
-#     title="👋🏻Welcome to ⚕🗣️😷MultiMed - Access Chat ⚕🗣️😷",
-#     description='''
-#             ### How To Use ⚕🗣️😷MultiMed⚕: 
-#             #### 🗣️📝Interact with ⚕🗣️😷MultiMed⚕ in any language using audio or text!
-#             #### 🗣️📝 This is an educational and accessible conversational tool to improve wellness and sanitation in support of public health. 
-#             #### 📚🌟💼 The knowledge base is composed of publicly available medical and health sources in multiple languages. We also used [Kelvalya/MedAware](https://huggingface.co/datasets/keivalya/MedQuad-MedicalQnADataset) that we processed and converted to HTML. The quality of the answers depends on the quality of the dataset, so if you want to see some data represented here, do [get in touch](https://discord.gg/GWpVpekp). You can also use 😷MultiMed⚕️ on your own data & in your own way by cloning this space. 🧬🔬🔍 Simply click here: <a style="display:inline-block" href="https://huggingface.co/spaces/TeamTonic/MultiMed?duplicate=true"><img src="https://img.shields.io/badge/-Duplicate%20Space-blue?labelColor=white&style=flat&logo=data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAAXNSR0IArs4c6QAAAP5JREFUOE+lk7FqAkEURY+ltunEgFXS2sZGIbXfEPdLlnxJyDdYB62sbbUKpLbVNhyYFzbrrA74YJlh9r079973psed0cvUD4A+4HoCjsA85X0Dfn/RBLBgBDxnQPfAEJgBY+A9gALA4tcbamSzS4xq4FOQAJgCDwV2CPKV8tZAJcAjMMkUe1vX+U+SMhfAJEHasQIWmXNN3abzDwHUrgcRGmYcgKe0bxrblHEB4E/pndMazNpSZGcsZdBlYJcEL9Afo75molJyM2FxmPgmgPqlWNLGfwZGG6UiyEvLzHYDmoPkDDiNm9JR9uboiONcBXrpY1qmgs21x1QwyZcpvxt9NS09PlsPAAAAAElFTkSuQmCC&logoWidth=14" alt="Duplicate Space"></a></h3>
-#             #### Join us : 🌟TeamTonic🌟 is always making cool demos! Join our active builder's🛠️community on 👻Discord: [Discord](https://discord.gg/GWpVpekp) On 🤗Huggingface: [TeamTonic](https://huggingface.co/TeamTonic) & [MultiTransformer](https://huggingface.co/MultiTransformer) On 🌐Github: [Polytonic](https://github.com/tonic-ai) & contribute to 🌟 [PolyGPT](https://github.com/tonic-ai/polygpt-alpha)"
-#             ''',
-#     theme='ParityError/Anime',
-#     examples=[
-#         ["What is the proper treatment for buccal herpes?"],
-#         ["Male, 40 presenting with swollen glands and a rash"],
-#         ["How does cellular metabolism work TCA cycle"],
-#         ["What special care must be provided to children with chicken pox?"],
-#         ["When and how often should I wash my hands ?"],
-#         ["بکل ہرپس کا صحیح علاج کیا ہے؟"],
-#         ["구강 헤르페스의 적절한 치료법은 무엇입니까?"],
-#         ["Je, ni matibabu gani sahihi kwa herpes ya buccal?"],
-#     ],
-# )
-
 welcome_message = """
 # 👋🏻Welcome to ⚕🗣️😷MultiMed - Access Chat ⚕🗣️😷
 ### How To Use ⚕🗣️😷MultiMed⚕: