Create app.py

app.py

@@ -0,0 +1,47 @@
+from huggingface_hub import InferenceClient
+import gradio as gr
+
+client = InferenceClient(
+    "mistralai/Mixtral-8x7B-Instruct-v0.1"
+)
+
+
+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 generate(prompt, history, email):
+    if not email:
+        return "Please provide your email address to use the app."
+
+    generate_kwargs = dict(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
+
+
+additional_inputs=[
+    gr.Textbox(
+        label="Email",
+        placeholder="Enter your email",
+        interactive=True,
+    )
+]
+
+gr.ChatInterface(
+    fn=generate,
+    chatbot=gr.Chatbot(show_label=True, show_share_button=True, show_copy_button=True, likeable=True, layout="bubble"),
+    additional_inputs=additional_inputs,
+    title="Predict the Prompt - GDG Cloud Kolkata - GCCD 2024",
+    concurrency_limit=20,
+).launch(show_api=False)