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| from pyChatGPT import ChatGPT | |
| import gradio as gr | |
| import os, sys, json | |
| from loguru import logger | |
| import paddlehub as hub | |
| import random | |
| language_translation_model = hub.Module(directory=f'./baidu_translate') | |
| def getTextTrans(text, source='zh', target='en'): | |
| try: | |
| text_translation = language_translation_model.translate(text, source, target) | |
| return text_translation | |
| except Exception as e: | |
| return text | |
| session_token = os.environ.get('SessionToken') | |
| # logger.info(f"session_token_: {session_token}") | |
| def get_response_from_chatbot(text): | |
| try: | |
| api = ChatGPT(session_token) | |
| resp = api.send_message(text) | |
| api.refresh_auth() | |
| api.reset_conversation() | |
| response = resp['message'] | |
| # logger.info(f"response_: {response}") | |
| except: | |
| response = "Sorry, I'm busy. Try again later." | |
| return response | |
| model_ids = { | |
| # "models/stabilityai/stable-diffusion-2-1":"sd-v2-1", | |
| # "models/stabilityai/stable-diffusion-2":"sd-v2-0", | |
| # "models/runwayml/stable-diffusion-v1-5":"sd-v1-5", | |
| # "models/CompVis/stable-diffusion-v1-4":"sd-v1-4", | |
| "models/prompthero/openjourney":"openjourney", | |
| # "models/ShadoWxShinigamI/Midjourney-Rangoli":"midjourney", | |
| # "models/hakurei/waifu-diffusion":"waifu-diffusion", | |
| # "models/Linaqruf/anything-v3.0":"anything-v3.0", | |
| } | |
| tab_actions = [] | |
| tab_titles = [] | |
| for model_id in model_ids.keys(): | |
| print(model_id, model_ids[model_id]) | |
| try: | |
| tab = gr.Interface.load(model_id) | |
| tab_actions.append(tab) | |
| tab_titles.append(model_ids[model_id]) | |
| except: | |
| logger.info(f"load_fail__{model_id}_") | |
| def chat(input0, input1, chat_radio, chat_history): | |
| out_chat = [] | |
| if chat_history != '': | |
| out_chat = json.loads(chat_history) | |
| if chat_radio == "Talk to chatGPT": | |
| response = get_response_from_chatbot(input0) | |
| out_chat.append((input0, response)) | |
| chat_history = json.dumps(out_chat) | |
| logger.info(f"out_chat_: {len(out_chat)} / {chat_radio}") | |
| return out_chat, input1, chat_history | |
| else: | |
| prompt_en = getTextTrans(input0, source='zh', target='en') + f',{random.randint(0,sys.maxsize)}' | |
| return out_chat, prompt_en, chat_history | |
| start_work = """async() => { | |
| function isMobile() { | |
| try { | |
| document.createEvent("TouchEvent"); return true; | |
| } catch(e) { | |
| return false; | |
| } | |
| } | |
| function getClientHeight() | |
| { | |
| var clientHeight=0; | |
| if(document.body.clientHeight&&document.documentElement.clientHeight) { | |
| var clientHeight = (document.body.clientHeight<document.documentElement.clientHeight)?document.body.clientHeight:document.documentElement.clientHeight; | |
| } else { | |
| var clientHeight = (document.body.clientHeight>document.documentElement.clientHeight)?document.body.clientHeight:document.documentElement.clientHeight; | |
| } | |
| return clientHeight; | |
| } | |
| function setNativeValue(element, value) { | |
| const valueSetter = Object.getOwnPropertyDescriptor(element.__proto__, 'value').set; | |
| const prototype = Object.getPrototypeOf(element); | |
| const prototypeValueSetter = Object.getOwnPropertyDescriptor(prototype, 'value').set; | |
| if (valueSetter && valueSetter !== prototypeValueSetter) { | |
| prototypeValueSetter.call(element, value); | |
| } else { | |
| valueSetter.call(element, value); | |
| } | |
| } | |
| var gradioEl = document.querySelector('body > gradio-app').shadowRoot; | |
| if (!gradioEl) { | |
| gradioEl = document.querySelector('body > gradio-app'); | |
| } | |
| if (typeof window['gradioEl'] === 'undefined') { | |
| window['gradioEl'] = gradioEl; | |
| const page1 = window['gradioEl'].querySelectorAll('#page_1')[0]; | |
| const page2 = window['gradioEl'].querySelectorAll('#page_2')[0]; | |
| page1.style.display = "none"; | |
| page2.style.display = "block"; | |
| window['div_count'] = 0; | |
| window['chat_bot'] = window['gradioEl'].querySelectorAll('#chat_bot')[0]; | |
| window['chat_bot1'] = window['gradioEl'].querySelectorAll('#chat_bot1')[0]; | |
| chat_row = window['gradioEl'].querySelectorAll('#chat_row')[0]; | |
| prompt_row = window['gradioEl'].querySelectorAll('#prompt_row')[0]; | |
| window['chat_bot1'].children[1].textContent = ''; | |
| clientHeight = getClientHeight(); | |
| if (isMobile()) { | |
| window['gradioEl'].querySelectorAll('#component-1')[0].style.display = "none"; | |
| window['gradioEl'].querySelectorAll('#component-2')[0].style.display = "none"; | |
| new_height = (clientHeight - 250) + 'px'; | |
| } else { | |
| new_height = (clientHeight - 350) + 'px'; | |
| } | |
| chat_row.style.height = new_height; | |
| window['chat_bot'].style.height = new_height; | |
| window['chat_bot'].children[2].style.height = new_height; | |
| window['chat_bot1'].style.height = new_height; | |
| window['chat_bot1'].children[2].style.height = new_height; | |
| prompt_row.children[0].style.flex = 'auto'; | |
| prompt_row.children[0].style.width = '100%'; | |
| window['gradioEl'].querySelectorAll('#chat_radio')[0].style.flex = 'auto'; | |
| window['gradioEl'].querySelectorAll('#chat_radio')[0].style.width = '100%'; | |
| prompt_row.children[0].setAttribute('style','flex-direction: inherit; flex: 1 1 auto; width: 100%;border-color: green;border-width: 1px !important;') | |
| window['prevPrompt'] = ''; | |
| window['doCheckPrompt'] = 0; | |
| window['prevImgSrc'] = ''; | |
| window['checkChange'] = function checkChange() { | |
| try { | |
| if (window['gradioEl'].querySelectorAll('.gr-radio')[0].checked) { | |
| if (window['chat_bot'].children[2].children[0].children.length > window['div_count']) { | |
| new_len = window['chat_bot'].children[2].children[0].children.length - window['div_count']; | |
| for (var i = 0; i < new_len; i++) { | |
| new_div = window['chat_bot'].children[2].children[0].children[window['div_count'] + i].cloneNode(true); | |
| window['chat_bot1'].children[2].children[0].appendChild(new_div); | |
| } | |
| window['div_count'] = chat_bot.children[2].children[0].children.length; | |
| window['chat_bot1'].children[2].scrollTop = window['chat_bot1'].children[2].scrollHeight; | |
| } | |
| if (window['chat_bot'].children[0].children.length > 1) { | |
| window['chat_bot1'].children[1].textContent = window['chat_bot'].children[0].children[1].textContent; | |
| } else { | |
| window['chat_bot1'].children[1].textContent = ''; | |
| } | |
| } else { | |
| texts = window['gradioEl'].querySelectorAll('textarea'); | |
| text0 = texts[0]; | |
| text1 = texts[1]; | |
| img_index = 0; | |
| if (window['doCheckPrompt'] === 0 && window['prevPrompt'] !== text1.value) { | |
| console.log('_____new prompt___[' + text1.value + ']_'); | |
| window['doCheckPrompt'] = 1; | |
| window['prevPrompt'] = text1.value; | |
| for (var i = 3; i < texts.length; i++) { | |
| setNativeValue(texts[i], text1.value); | |
| texts[i].dispatchEvent(new Event('input', { bubbles: true })); | |
| } | |
| setTimeout(function() { | |
| img_submit_btns = window['gradioEl'].querySelectorAll('#tab_img')[0].querySelectorAll("button"); | |
| for (var i = 0; i < img_submit_btns.length; i++) { | |
| if (img_submit_btns[i].innerText == 'Submit') { | |
| img_submit_btns[i].click(); | |
| } | |
| } | |
| window['doCheckPrompt'] = 0; | |
| }, 10); | |
| } | |
| tabitems = window['gradioEl'].querySelectorAll('.tabitem'); | |
| imgs = tabitems[img_index].children[0].children[1].children[1].children[0].querySelectorAll("img"); | |
| if (imgs.length > 0) { | |
| if (window['prevImgSrc'] !== imgs[0].src) { | |
| var user_div = document.createElement("div"); | |
| user_div.className = "px-3 py-2 rounded-[22px] rounded-br-none text-white text-sm chat-message svelte-rct66g"; | |
| user_div.style.backgroundColor = "#16a34a"; | |
| user_div.innerHTML = "<p>" + text0.value + "</p>"; | |
| window['chat_bot1'].children[2].children[0].appendChild(user_div); | |
| var bot_div = document.createElement("div"); | |
| bot_div.className = "px-3 py-2 rounded-[22px] rounded-bl-none place-self-start text-white text-sm chat-message svelte-rct66g"; | |
| bot_div.style.backgroundColor = "#2563eb"; | |
| bot_div.style.width = "50%"; | |
| bot_div.style.padding = "0.2rem"; | |
| bot_div.appendChild(imgs[0].cloneNode(true)); | |
| window['chat_bot1'].children[2].children[0].appendChild(bot_div); | |
| window['chat_bot1'].children[2].scrollTop = window['chat_bot1'].children[2].scrollHeight; | |
| window['prevImgSrc'] = imgs[0].src; | |
| } | |
| } | |
| if (tabitems[img_index].children[0].children[1].children[1].children[0].children[0].children.length > 1) { | |
| window['chat_bot1'].children[1].textContent = tabitems[img_index].children[0].children[1].children[1].children[0].children[0].children[1].textContent; | |
| } else { | |
| window['chat_bot1'].children[1].textContent = ''; | |
| } | |
| } | |
| } catch(e) { | |
| } | |
| } | |
| window['checkChange_interval'] = window.setInterval("window.checkChange()", 500); | |
| } | |
| return false; | |
| }""" | |
| with gr.Blocks(title='Talk to chatGPT') as demo: | |
| gr.HTML("<p>You can duplicating this space and use your own session token: <a style='display:inline-block' href='https://huggingface.co/spaces/yizhangliu/chatGPT?duplicate=true'><img src='https://img.shields.io/badge/-Duplicate%20Space-blue?labelColor=white&style=flat&logo=data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAAXNSR0IArs4c6QAAAP5JREFUOE+lk7FqAkEURY+ltunEgFXS2sZGIbXfEPdLlnxJyDdYB62sbbUKpLbVNhyYFzbrrA74YJlh9r079973psed0cvUD4A+4HoCjsA85X0Dfn/RBLBgBDxnQPfAEJgBY+A9gALA4tcbamSzS4xq4FOQAJgCDwV2CPKV8tZAJcAjMMkUe1vX+U+SMhfAJEHasQIWmXNN3abzDwHUrgcRGmYcgKe0bxrblHEB4E/pndMazNpSZGcsZdBlYJcEL9Afo75molJyM2FxmPgmgPqlWNLGfwZGG6UiyEvLzHYDmoPkDDiNm9JR9uboiONcBXrpY1qmgs21x1QwyZcpvxt9NS09PlsPAAAAAElFTkSuQmCC&logoWidth=14' alt='Duplicate Space'></a></p>") | |
| gr.HTML("<p> Instruction on how to get session token can be seen in video <a style='display:inline-block' href='https://www.youtube.com/watch?v=TdNSj_qgdFk'><font style='color:blue;weight:bold;'>here</font></a>. Add your session token by going to settings and add under secrets. </p>") | |
| with gr.Group(elem_id="page_1", visible=True) as page_1: | |
| with gr.Box(): | |
| with gr.Row(): | |
| start_button = gr.Button("Let's talk to chatGPT!", elem_id="start-btn", visible=True) | |
| start_button.click(fn=None, inputs=[], outputs=[], _js=start_work) | |
| with gr.Group(elem_id="page_2", visible=False) as page_2: | |
| with gr.Row(elem_id="chat_row"): | |
| chatbot = gr.Chatbot(elem_id="chat_bot", visible=False).style(color_map=("green", "blue")) | |
| chatbot1 = gr.Chatbot(elem_id="chat_bot1").style(color_map=("green", "blue")) | |
| with gr.Row(elem_id="prompt_row"): | |
| prompt_input0 = gr.Textbox(lines=2, label="prompt",show_label=False) | |
| prompt_input1 = gr.Textbox(lines=4, label="prompt", visible=False) | |
| chat_history = gr.Textbox(lines=4, label="prompt", visible=False) | |
| chat_radio = gr.Radio(["Talk to chatGPT", "Text to Image"], elem_id="chat_radio",value="Talk to chatGPT", show_label=False) | |
| submit_btn = gr.Button(value = "submit",elem_id="submit-btn").style( | |
| margin=True, | |
| rounded=(True, True, True, True), | |
| width=100 | |
| ) | |
| submit_btn.click(fn=chat, | |
| inputs=[prompt_input0, prompt_input1, chat_radio, chat_history], | |
| outputs=[chatbot, prompt_input1, chat_history], | |
| ) | |
| with gr.Row(elem_id='tab_img', visible=False).style(height=5): | |
| tab_img = gr.TabbedInterface(tab_actions, tab_titles) | |
| demo.launch(debug = True) |