修复知识库的依赖问题
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@ -415,7 +415,7 @@ def get_crazy_functions():
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try:
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from crazy_functions.Langchain知识库 import 读取知识库作答
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function_plugins.update({
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"知识库问答": {
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"知识库问答(请构建知识库)": {
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"Group": "对话",
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"Color": "stop",
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"AsButton": False,
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@ -1,4 +1,4 @@
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from toolbox import CatchException, update_ui, ProxyNetworkActivate
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from toolbox import CatchException, update_ui, ProxyNetworkActivate, update_ui_lastest_msg
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from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive, get_files_from_everything
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@ -15,7 +15,12 @@ def 知识库问答(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_pro
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web_port 当前软件运行的端口号
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"""
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history = [] # 清空历史,以免输入溢出
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chatbot.append(("这是什么功能?", "[Local Message] 从一批文件(txt, md, tex)中读取数据构建知识库, 然后进行问答。"))
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# < --------------------读取参数--------------- >
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if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg")
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kai_id = plugin_kwargs.get("advanced_arg", 'default')
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chatbot.append((f"向`{kai_id}`知识库中添加文件。", "[Local Message] 从一批文件(txt, md, tex)中读取数据构建知识库, 然后进行问答。"))
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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# resolve deps
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@ -24,17 +29,12 @@ def 知识库问答(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_pro
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from langchain.embeddings.huggingface import HuggingFaceEmbeddings
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from .crazy_utils import knowledge_archive_interface
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except Exception as e:
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chatbot.append(
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["依赖不足",
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"导入依赖失败。正在尝试自动安装,请查看终端的输出或耐心等待..."]
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)
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chatbot.append(["依赖不足", "导入依赖失败。正在尝试自动安装,请查看终端的输出或耐心等待..."])
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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from .crazy_utils import try_install_deps
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try_install_deps(['zh_langchain==0.2.1', 'pypinyin'])
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# < --------------------读取参数--------------- >
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if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg")
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kai_id = plugin_kwargs.get("advanced_arg", 'default')
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try_install_deps(['zh_langchain==0.2.1', 'pypinyin'], reload_m=['pypinyin', 'zh_langchain'])
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yield from update_ui_lastest_msg("安装完成,您可以再次重试。", chatbot, history)
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return
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# < --------------------读取文件--------------- >
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file_manifest = []
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@ -84,19 +84,18 @@ def 读取知识库作答(txt, llm_kwargs, plugin_kwargs, chatbot, history, syst
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chatbot.append(["依赖不足", "导入依赖失败。正在尝试自动安装,请查看终端的输出或耐心等待..."])
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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from .crazy_utils import try_install_deps
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try_install_deps(['zh_langchain==0.2.1'])
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try_install_deps(['zh_langchain==0.2.1', 'pypinyin'], reload_m=['pypinyin', 'zh_langchain'])
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yield from update_ui_lastest_msg("安装完成,您可以再次重试。", chatbot, history)
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return
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# < ------------------- --------------- >
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kai = knowledge_archive_interface()
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if 'langchain_plugin_embedding' in chatbot._cookies:
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resp, prompt = kai.answer_with_archive_by_id(txt, chatbot._cookies['langchain_plugin_embedding'])
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else:
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if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg")
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kai_id = plugin_kwargs.get("advanced_arg", 'default')
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resp, prompt = kai.answer_with_archive_by_id(txt, kai_id)
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if ("advanced_arg" in plugin_kwargs) and (plugin_kwargs["advanced_arg"] == ""): plugin_kwargs.pop("advanced_arg")
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kai_id = plugin_kwargs.get("advanced_arg", 'default')
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resp, prompt = kai.answer_with_archive_by_id(txt, kai_id)
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chatbot.append((txt, '[Local Message] ' + prompt))
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chatbot.append((txt, f'[知识库 {kai_id}] ' + prompt))
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 # 由于请求gpt需要一段时间,我们先及时地做一次界面更新
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gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive(
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inputs=prompt, inputs_show_user=txt,
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@ -706,11 +706,14 @@ class knowledge_archive_interface():
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self.threadLock.release()
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return resp, prompt
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def try_install_deps(deps):
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def try_install_deps(deps, reload_m=[]):
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import subprocess, sys, importlib
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for dep in deps:
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import subprocess, sys
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subprocess.check_call([sys.executable, '-m', 'pip', 'install', '--user', dep])
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import site
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importlib.reload(site)
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for m in reload_m:
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importlib.reload(__import__(m))
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class construct_html():
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def __init__(self) -> None:
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