Update app.py

app.py

@@ -1,67 +1,4 @@
 from huggingface_hub import InferenceClient
 import gradio as gr
 
-client = InferenceClient(
-    "TurtleLiu/mistral7b_psychology_bot"
-)
-
-
-def format_prompt(message, history):
-  prompt = "<s>"
-  for user_prompt, bot_response in history:
-    prompt += f"[INST] {user_prompt} [/INST]"
-    prompt += f" {bot_response}</s> "
-  prompt += f"[INST] {message} [/INST]"
-  return prompt
-
-'''
-def format_prompt(message, history):
-    prompt = "<s>"
-    for user_prompt, bot_response in history:
-        prompt += f"[INST] {user_prompt} [/INST]"
-        prompt += f" {bot_response}</s> "
-    prompt += f"[INST] As a psychology counselor assistant, provide an assessment and plan for the following counseling notes. Please present a summary, don't make it so long. Present in lines.: {message} [/INST]"
-    return prompt
-'''
-
-def generate(
-    prompt, history, temperature=0.9, max_new_tokens=1024, top_p=0.95, repetition_penalty=1.0,
-):
-    temperature = float(temperature)
-    if temperature < 1e-2:
-        temperature = 1e-2
-    top_p = float(top_p)
-
-    generate_kwargs = dict(
-        temperature=temperature,
-        max_new_tokens=max_new_tokens,
-        top_p=top_p,
-        repetition_penalty=repetition_penalty,
-        do_sample=True,
-        seed=42,
-    )
-
-    formatted_prompt = format_prompt(f"{prompt}", history)
-    stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=False)
-    output = ""
-
-    for response in stream:
-        output += response.token.text
-        yield output
-    return output
-
-
-examples=[
-    ["Patient is feeling stressed due to work and has trouble sleeping.", None, None, None, None, None],
-    ["Client is dealing with relationship issues and is seeking advice on communication strategies.", None, None, None, None, None],
-    ["Individual has recently experienced a loss and is having difficulty coping with grief.", None, None, None, None, None],
-]
-
-gr.ChatInterface(
-    fn=generate,
-    chatbot=gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True, likeable=True, layout="panel"),
-    title="Psychological Assistant: Expert in Assessment and Strategic Planning",
-    description="Enter counseling notes to generate an assessment and plan.",
-    examples=examples,
-    concurrency_limit=20,
-).launch(show_api=False, debug=True)
+gr.load("models/TurtleLiu/mistral7b_psychology_bot").launch()