Update app.py

app.py

@@ -257,13 +257,28 @@ def claim_generator(input_bill_path):
     
     return output['final_output']
 
+agentic_workflow_representation = 'The workflow used to generate an expense claim document is represented below: \n <img src="https://cdn-uploads.huggingface.co/production/uploads/64118e60756b9e455c7eddd6/iqdGjUG7POKJXLItzWb-K.png">'
+agentic_workflow_description = """
+This demo represents a multi-agent collaborative workflow that generates an expense claim document based on a submitted bill.
+The key steps in this workflow once the user uploads a bill are: 
+1. Extracting text from an image of the bill.
+2. Categorizing items in the bill to: alcoholic drinks, non-alcoholic drinks and food.
+3. Retrieving relevant sections from the company reimbursement policy and removing items that are non reimbursable.
+4. Computing the total amount that can be reimbursed (along with taxes).
+5. Preparing a claim document in the company format.
+
+Each step in this workflow are executed by function-calling agents. 
+For example, the text extractor is an API-calling agent that calls uses the Open AI APIs to extract text from the bill.
+Similarly, the verifier is a search agent that extracts relevant portions of the company policy based on the categories identified. 
+"""
 
 demo = gr.Interface(
     fn=claim_generator,
-    inputs=gr.Image(type="filepath", label="Upload your image"),
-    outputs=gr.Markdown(label="Expense Report", show_copy_button=True),
-    title="Expense Report Extractor",
-    description="This web API presents an interface to extract an expense claim report based on a submitted bill.",
+    inputs=gr.Image(type="filepath", label="Upload an image of the bill"),
+    outputs=gr.Markdown(label="Expense Claim Document", show_copy_button=True),
+    title="Expense Claim Document Generator",
+    description=agentic_workflow_description,
+    article=agentic_workflow_representation,
     examples='images',
     cache_examples=False,
     theme=gr.themes.Base(),
@@ -271,4 +286,4 @@ demo = gr.Interface(
 )
 
 demo.queue()
-demo.launch(auth=("demouser", os.getenv('PASSWD')), ssr_mode=False)
+demo.launch(auth=("johndoe", os.getenv('PASSWD')), ssr_mode=False)