from huggingface_hub import InferenceClient import gradio as gr import random from html2image import Html2Image hti = Html2Image() client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1") css=""" .user_chat{ background: #367bb9; #user_c border-radius: 10px 10px 0px 10px; padding: 10px; max-width: 100%; text-wrap: pretty; margin-left:10px; margin-bottom: 10px; } .bot_chat{ background: #1c3c9b; #bot_c border-radius: 10px 10px 10px 0px; padding: 10px; max-width: 100%; text-wrap: pretty; margin-right:10px; margin-bottom: 10px; } .chat_card{ background: #253251; #background_c color:#FFFFFF; #font_c border-radius: 15px; border-width: thin; padding: 15px; font-family: system-ui; display: flex; flex-direction: column; justify-content: center; flex-wrap: wrap; max-width:100%; } """ html_user="""
$chat
""" html_bot="""
$chat
""" html_card="""
$body
""" def make_filename(inp): if len(inp)<=30: first_name=inp else: first_name=inp[:30] first_name=first_name.replace(" ","_") print(first_name) last_name=random.randint(1,99999999999999) filename=first_name+str(last_name) return filename def get_screenshot(chat,css_in,w,h,user_c,bot_c,background_c,font_c): print(user_c) if user_c: user_c=user_c.strip('""').strip("''") html_user=css.replace("background: #367bb9; #user_c",f"background: {user_c};") html_body="" for user,bot in chat: html_body += html_user.replace("$chat",user) html_body += html_bot.replace("$chat",bot) html=html_card.replace("$body",html_body) hti.size = (w, h) filename=f'{make_filename(chat[0][0])}.png' print(filename) hti.screenshot(html_str=html, css_str=css_in, save_as=filename) return filename,html def format_prompt(message, history): prompt = "" if history: 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 chat_inf(system_prompt,prompt,history): if not history: history = [] hist_len=0 if history: hist_len=len(history) print(hist_len) seed = random.randint(1,1111111111111111) generate_kwargs = dict( temperature=0.9, max_new_tokens=10480, top_p=0.95, repetition_penalty=1.0, do_sample=True, seed=seed, ) formatted_prompt = format_prompt(f"{system_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 [(prompt,output)] history.append((prompt,output)) yield history chat=[('user','bot'),('user','bot')] #get_screenshot(chat=[('user','bot'),('user','bot')]) with gr.Blocks(css=css) as app: with gr.Row(): with gr.Column(scale=3): with gr.Group(): chat_b = gr.Chatbot() with gr.Row(): with gr.Column(scale=3): inp = gr.Textbox(label="Prompt") sys_inp = gr.Textbox(label="System Prompt (optional)") btn = gr.Button("Chat") with gr.Column(scale=1): with gr.Group(): stop_btn=gr.Button("Stop") clear_btn=gr.Button("Clear") with gr.Column(scale=1): with gr.Group(): with gr.Row(): im_height=gr.Number(label="Height",value=1000) im_width=gr.Number(label="Width",value=500) with gr.Row(): user_c=gr.ColorPicker(value="#367bb9") bot_c=gr.ColorPicker(value="#1c3c9b") with gr.Row(): background_c=gr.ColorPicker(value="#253251") font_c=gr.ColorPicker(value="#FFFFFF") chatblock=gr.Dropdown(label="Chatblocks",choices=[c for c in range(1,40)],multiselect=True) im_btn=gr.Button("Screenshot") img=gr.Image(type='filepath') css_box=gr.Textbox(lines=50,value=css) html_view=gr.HTML() btn.click(chat_inf,[sys_inp,inp,chat_b],chat_b) im_btn.click(get_screenshot,[chat_b,css_box,im_width,im_height,user_c,bot_c,background_c,font_c],[img,html_view]) #im_btn.click(get_screenshot,[chat_b,im_height,im_width,chatblock,theme,wait_time],img) #app.load(get_screenshot,inp,img) app.launch()