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| import time | |
| import os | |
| from toolbox import update_ui, get_conf, update_ui_lastest_msg | |
| from toolbox import check_packages, report_exception, have_any_recent_upload_image_files | |
| model_name = '智谱AI大模型' | |
| zhipuai_default_model = 'glm-4' | |
| def validate_key(): | |
| ZHIPUAI_API_KEY = get_conf("ZHIPUAI_API_KEY") | |
| if ZHIPUAI_API_KEY == '': return False | |
| return True | |
| def make_media_input(inputs, image_paths): | |
| for image_path in image_paths: | |
| inputs = inputs + f'<br/><br/><div align="center"><img src="file={os.path.abspath(image_path)}"></div>' | |
| return inputs | |
| def predict_no_ui_long_connection(inputs, llm_kwargs, history=[], sys_prompt="", observe_window=[], console_slience=False): | |
| """ | |
| ⭐多线程方法 | |
| 函数的说明请见 request_llms/bridge_all.py | |
| """ | |
| watch_dog_patience = 5 | |
| response = "" | |
| if llm_kwargs["llm_model"] == "zhipuai": | |
| llm_kwargs["llm_model"] = zhipuai_default_model | |
| if validate_key() is False: | |
| raise RuntimeError('请配置ZHIPUAI_API_KEY') | |
| # 开始接收回复 | |
| from .com_zhipuglm import ZhipuChatInit | |
| zhipu_bro_init = ZhipuChatInit() | |
| for chunk, response in zhipu_bro_init.generate_chat(inputs, llm_kwargs, history, sys_prompt): | |
| if len(observe_window) >= 1: | |
| observe_window[0] = response | |
| if len(observe_window) >= 2: | |
| if (time.time() - observe_window[1]) > watch_dog_patience: | |
| raise RuntimeError("程序终止。") | |
| return response | |
| def predict(inputs, llm_kwargs, plugin_kwargs, chatbot, history=[], system_prompt='', stream=True, additional_fn=None): | |
| """ | |
| ⭐单线程方法 | |
| 函数的说明请见 request_llms/bridge_all.py | |
| """ | |
| chatbot.append([inputs, ""]) | |
| yield from update_ui(chatbot=chatbot, history=history) | |
| # 尝试导入依赖，如果缺少依赖，则给出安装建议 | |
| try: | |
| check_packages(["zhipuai"]) | |
| except: | |
| yield from update_ui_lastest_msg(f"导入软件依赖失败。使用该模型需要额外依赖，安装方法```pip install --upgrade zhipuai```。", | |
| chatbot=chatbot, history=history, delay=0) | |
| return | |
| if validate_key() is False: | |
| yield from update_ui_lastest_msg(lastmsg="[Local Message] 请配置ZHIPUAI_API_KEY", chatbot=chatbot, history=history, delay=0) | |
| return | |
| if additional_fn is not None: | |
| from core_functional import handle_core_functionality | |
| inputs, history = handle_core_functionality(additional_fn, inputs, history, chatbot) | |
| chatbot[-1] = [inputs, ""] | |
| yield from update_ui(chatbot=chatbot, history=history) | |
| if llm_kwargs["llm_model"] == "zhipuai": | |
| llm_kwargs["llm_model"] = zhipuai_default_model | |
| if llm_kwargs["llm_model"] in ["glm-4v"]: | |
| have_recent_file, image_paths = have_any_recent_upload_image_files(chatbot) | |
| if not have_recent_file: | |
| chatbot.append((inputs, "没有检测到任何近期上传的图像文件，请上传jpg格式的图片，此外，请注意拓展名需要小写")) | |
| yield from update_ui(chatbot=chatbot, history=history, msg="等待图片") # 刷新界面 | |
| return | |
| if have_recent_file: | |
| inputs = make_media_input(inputs, image_paths) | |
| chatbot[-1] = [inputs, ""] | |
| yield from update_ui(chatbot=chatbot, history=history) | |
| # 开始接收回复 | |
| from .com_zhipuglm import ZhipuChatInit | |
| zhipu_bro_init = ZhipuChatInit() | |
| for chunk, response in zhipu_bro_init.generate_chat(inputs, llm_kwargs, history, system_prompt): | |
| chatbot[-1] = [inputs, response] | |
| yield from update_ui(chatbot=chatbot, history=history) | |
| history.extend([inputs, response]) | |
| yield from update_ui(chatbot=chatbot, history=history) |