Update app.py

app.py

@@ -19,14 +19,11 @@ Place holder alpaca model trained example:
 Required:
 !pip install -q datasets loralib sentencepiece
 !pip install -q git+https://github.com/zphang/transformers@c3dc391
-!pip install -q git+https://github.com/huggingface/peft.git
 !pip install bitsandbytes
 
 """
 
 '''
-from peft import PeftModel
-from transformers import LLaMATokenizer, LLaMAForCausalLM, GenerationConfig
 
 tokenizer = LLaMATokenizer.from_pretrained("chavinlo/alpaca-native")
 
@@ -95,9 +92,11 @@ theme = gr.themes.Base(
 with gr.Blocks(title='Claimed', theme=theme) as demo:
 
     gr.Markdown("""
-    # CLAIMED - A GENERATIVE TOOLKIT FOR PATENT ATTORNEYS 
+    # CLAIMED - A GENERATIVE TOOLKIT FOR PATENT ATTORNEYS
+
+    The patenting process can by incredibly time-consuming and expensive. We're on a mission to change that.
     
-    Welcome to our demo! We've trained Meta's Llama on over 200k entries, with a focus on tasks within the intellectual property domain.
+    Welcome to our demo! We've trained Meta's Llama on over 200k entries, with a focus on tasks related to the intellectual property domain.
 
     Please note that this is for research purposes and shouldn't be used commercially. 
 
@@ -105,13 +104,9 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
     
     """)
     
-    with gr.Tab("Text Drafter"):
+    with gr.Tab("Claim Drafter"):
         gr.Markdown(""" 
-        You can use this tool to expand your idea using Claim Language.
-
-        Example input: A device to help the visually impaired using proprioception.
-
-        Output: 
+        Use this tool to turn your idea into a patent claim.        
         """)
         with gr.Row(scale=1, min_width=600):
             text1 = gr.Textbox(label="Input",
@@ -120,11 +115,10 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
    
     with gr.Tab("Description Generator"):
         gr.Markdown(""" 
-        Patent descriptions are loooonggg and boring! You can use this tool to 
 
-        Example input: A device to help the visually impaired using proprioception.
+        Use this tool to expand your patent claim into a description.
+        You can also use this tool to generate abstracts and give you ideas about the benefit of an invention by changing the settings in the dropdown menu.
 
-        Output: 
         """)        
         with gr.Row(scale=1, min_width=600):
                     
@@ -134,11 +128,8 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
 
     with gr.Tab("Knowledge Graph"):
         gr.Markdown(""" 
-        Are you more of a visual type? Use this tool to generate graphical representations of your ideas and how their features interlink.
-
-        Example input: A device to help the visually impaired using proprioception.
+        Use this tool to 
 
-        Output: 
         """)
         with gr.Row(scale=1, min_width=600):
             text1 = gr.Textbox(label="Input",
@@ -194,7 +185,7 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
     """)
 
    
-    chatbot = gr.Chatbot([], elem_id="Claimed Assistant").style(height=100)
+    chatbot = gr.Chatbot([], elem_id="Claimed Assistant").style(height=200)
     with gr.Row():
         with gr.Column(scale=0.85):
             txt = gr.Textbox(
@@ -210,7 +201,6 @@ with gr.Blocks(title='Claimed', theme=theme) as demo:
 
     gr.Markdown("""
     # HAVE AN IDEA? GET IT CLAIMED 
-    
 
     In the future, we are looking to expand our model's capabilities further to assist in a range of IP related tasks.