from huggingface_hub import InferenceClient import gradio as gr client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1") def format_prompt(message, history): prompt = "[INST] # Extract the benefits of the product, not the features. # You should be as brief as possible. # Omit the price, if any. # Do not mention the name of the product. # Use 3 paragraphs. # Try to synthesize or summarize. # Focus only on the benefits. # Highlight how this product helps the customer. # Always respond in Spanish. # The text you create will be used in an e-commerce product sales page through the Internet, so it must be persuasive, attractive, and above all very short and summarized. # Remember to keep the text short, summarized, synthesized in three paragraphs. # Surprise me with your best ideas! # Always answers in AMERICAN SPANISH. Stop after finish the first content genreated. [/INST]" for user_prompt, bot_response in history: prompt += f"[INST] {user_prompt} [/INST]" prompt += f" {bot_response} " prompt += f"[INST] {message} [/INST]" return prompt def generate( prompt, history, temperature=0.2, max_new_tokens=16392, 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(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 mychatbot = gr.Chatbot( avatar_images=["./user.png", "./botm.png"], bubble_full_width=False, show_label=False, show_copy_button=True, likeable=True,) demo = gr.ChatInterface(fn=generate, chatbot=mychatbot, title="Bot con I.A. para crear BENEFICIOS de productos.

", description="

Estos BENEFICIOS van en la descripcion LARGA de producto (En la parte de ARRIBA).


"+ "

Si desea usar otro BOT de I.A. escoja:

"+ " Marketing de Contenidos | "+ " Creacion de TITULOS | "+ " Descripcion de Productos |"+ " Caracteristicas de Productos | "+ " Desarrollado por MAGNET IMPACT - Agencia de Marketing Digital ", retry_btn=None, undo_btn=None ) demo.queue().launch(show_api=False) # Obtener y mostrar URL url = demo.url print("URL del chatbot: ", url)