Upload app.py

app.py

@@ -0,0 +1,66 @@
+import gradio as gr
+from huggingface_hub import InferenceClient
+
+client = InferenceClient("mistralai/Mistral-7B-Instruct-v0.2")
+
+def format_prompt(message, job_profession):
+    system_prompt = f"You are a People Generator. You generate People based on user input, always in the following Format: You are (Name) (Age) old from (Country), you are an expert in the field {job_profession}. It is very IMPORTANT! that you response always in the given Format. Do NOT response with I am! Always Start with You are!"
+    prompt = f"<s>[SYS] {system_prompt} [/SYS][INST] {message} [/INST]</s>"
+    return prompt
+
+def generate(message, job_profession, temperature=0.9, max_new_tokens=8192, top_p=0.95, repetition_penalty=1.0):
+    # Parse the input to determine job profession based on the presence of a message.
+    actual_job = message if message else job_profession
+
+    temperature = float(temperature)
+    if temperature < 1e-2:
+        temperature = 1e-2
+    top_p = float(top_p)
+
+    generate_kwargs = {
+        "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("", actual_job)  # message should be empty here if we're using job from input
+    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
+
+css = """
+#mkd {
+    height: 500px; 
+    overflow: auto; 
+    border: 1px solid #ccc; 
+}
+"""
+
+with gr.Blocks(css=css) as demo:
+    with gr.Row():
+        with gr.Column(scale=2):
+            gr.HTML("<h1>Settings</h1>")
+            job_dropdown = gr.Dropdown(
+                label="Choose a job profession",
+                choices=["Relationship Expert", "Sales Manager", "Blue Team Hacker", "Senior Web Developer", "C++ Developer", "Article Author", "News Anchor", "Finance Advisor"],
+                value="Relationship Expert"  # Initial value
+            )
+        with gr.Column(scale=3):
+            gr.HTML("<h1><center>GPT Prompt Generator<h1><center>")
+            message_input = gr.Textbox(label="Input your message (overrides job dropdown)", placeholder="Type a job profession here to override the dropdown...")
+            generate_button = gr.Button("Generate")
+            output_area = gr.Textbox(label="AI Response", interactive=False, lines=10)
+            generate_button.click(
+                fn=generate,
+                inputs=[message_input, job_dropdown],
+                outputs=output_area
+            )
+
+demo.launch(debug=True)
+