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| from huggingface_hub import InferenceClient | |
| import gradio as gr | |
| client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1") | |
| def format_prompt(message, history): | |
| prompt = "<s>[INST] # I want you to act as a content marketing consultant. # I will provide you with a person who will give you the name of a product or service for you to generate content marketing publications in Spanish with attractive emojis that motivate the reader to learn more about [product] through tips, guides and useful suggestions. # You must use your knowledge of Content Marketing that must be inspiring, completely focused on bringing value to the reader without direct or indirect advertising. # Generate long content, at least 5 short relevant paragraphs. Check that the previous content is not repeated. # Generate content with paragraphs between 10 and 20 words. Check that previous content is not repeated. # Use attractive emojis and titles such as: \"The 5 best tricks for [action]\". \"The ultimate beginner\'s guide to [topic].\" \"Want [result]? I show you how to achieve it in 5 steps.\" # Use practical tips such as: \"With these 5 tips you\'ll get [result].\" \"Five innovative ways to use [product] in your daily life.\" # Educational content: \"The most common mistakes and how to avoid them.\" \"Myths and truths about [topic].\" \"The latest trends you need to know about.\" # Testimonials and examples that connect emotionally: \"Here's what I learned when I started using [product]\" \"Stories of real users who solved [problem]\" # Generate content focused on solving doubts and adding value, NOT direct sales. Surprise me with your best ideas! # Always answers in AMERICAN SPANISH. Stop after finish the first content marketing genreated. [/INST]</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, 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 MARKETING DE CONTENIDOS de productos.</p>", | |
| description="<p style='line-height: 0.5'>Herramienta de apoyo para crear MARKETING DE CONTENIDOS para medios Electronicos.</p><br>"+ | |
| "<p style='line-height: 1'>Si desea usar otro BOT de I.A. escoja:</p>"+ | |
| " <a href='https://alphayomega-bot-mc.hf.space'>Marketing de Contenidos |</a> "+ | |
| " <a href='https://alphayomega-bot-tit.hf.space'> Creacion de TITULOS |</a> "+ | |
| " <a href='https://alphayomega-bot-dp.hf.space'> Descripcion de Productos |</a>"+ | |
| " <a href='https://alphayomega-bot-cp.hf.space'> Caracteristicas de Productos |</a> "+ | |
| " <a href='https://wa.me/51927929109'> Desarrollado por MAGNET IMPACT - Agencia de Marketing Digital </a>", | |
| retry_btn=None, | |
| undo_btn=None | |
| ) | |
| demo.queue().launch(show_api=False) | |
| # Obtener y mostrar URL | |
| url = demo.url | |
| print("URL del chatbot: ", url) |