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| from gradio_client import Client | |
| from huggingface_hub import InferenceClient | |
| import gradio as gr | |
| ss_client = Client("https://omnibus-html-image-current-tab.hf.space/") | |
| 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 chat_inf(system_prompt,prompt,history): | |
| if not history: | |
| history = [] | |
| 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 [history,(prompt,output)] | |
| def get_screenshot(chat: list,height=5000,width=600,chatblock=[1],header=True,theme="light",wait=3000): | |
| result = ss_client.predict(chat,height,width,chatblock,header,theme,wait,api_name="/run_script") | |
| # str in 'Chat: [('user','bot'),('user','bot')]' Textbox component | |
| # float in 'Height' Number component | |
| # float in 'Width' Number component | |
| # List[Literal['1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20']] in 'Chatblocks' Checkboxgroup component | |
| # bool in 'Show Header' Checkbox component | |
| # Literal['light', 'dark'] in 'Theme' Radio component | |
| # float (numeric value between 1 and 10000) in 'Wait time' Slider component | |
| # api_name="/run_script" | |
| ## return types: | |
| # filepath representing output in 'value_25' Image component, | |
| # str representing output in 'value_20' Html component, | |
| # List[Dict(image: filepath, caption: str | None)] representing output in 'value_24' Gallery component, | |
| # filepath representing output in 'value_23' Image component, | |
| out = f'https://omnibus-html-image-current-tab.hf.space/file={result[0]}' | |
| print(out) | |
| return out | |
| chat=[('user','bot'),('user','bot')] | |
| #get_screenshot(chat=[('user','bot'),('user','bot')]) | |
| with gr.Blocks() as app: | |
| with gr.Row(): | |
| with gr.Column(scale=3): | |
| chat_b = gr.Chatbot() | |
| with gr.Row(): | |
| with gr.Column(scale=3): | |
| inp = gr.Textbox(label="Prompt") | |
| with gr.Column(scale=1): | |
| btn = gr.Button("Chat") | |
| with gr.Group(): | |
| stop_btn=gr.Button("Stop") | |
| clear_btn=gr.Button("Clear") | |
| with gr.Column(scale=1): | |
| with gr.Group(): | |
| sys_inp = gr.Textbox(label="System Prompt") | |
| im_btn=gr.Button("Screenshot") | |
| img=gr.Image(type='filepath') | |
| btn.click(chat_inf,[sys_inp,inp,chatbot],chatbot) | |
| #app.load(get_screenshot,inp,img) | |
| app.launch() |