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()