update local_doc_qa.py, webui.py and README.md
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@ -66,7 +66,7 @@ $ docker run -d --restart=always --name chatglm -p 7860:7860 -v /www/wwwroot/cod
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> 注:鉴于环境部署过程中可能遇到问题,建议首先测试命令行脚本。建议命令行脚本测试可正常运行后再运行 Web UI。
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执行 [knowledge_based_chatglm.py](cli_demo.py) 脚本体验**命令行交互**:
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执行 [cli_demo.py](cli_demo.py) 脚本体验**命令行交互**:
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```shell
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$ python cli_demo.py
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```
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@ -95,7 +95,7 @@ class LocalDocQA:
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except Exception as e:
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print(e)
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print(f"{file} 未能成功加载")
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if len(docs) > 0:
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if vs_path and os.path.isdir(vs_path):
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vector_store = FAISS.load_local(vs_path, self.embeddings)
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vector_store.add_documents(docs)
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@ -105,7 +105,10 @@ class LocalDocQA:
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vector_store = FAISS.from_documents(docs, self.embeddings)
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vector_store.save_local(vs_path)
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return vs_path if len(docs) > 0 else None, loaded_files
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return vs_path, loaded_files
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else:
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print("文件均未成功加载,请检查依赖包或替换为其他文件再次上传。")
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return None, loaded_files
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def get_knowledge_based_answer(self,
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query,
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22
webui.py
22
webui.py
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@ -55,10 +55,18 @@ def init_model():
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try:
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local_doc_qa.init_cfg()
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local_doc_qa.llm._call("你好")
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return """模型已成功加载,可以开始对话,或从右侧选择模式后开始对话"""
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reply = """模型已成功加载,可以开始对话,或从右侧选择模式后开始对话"""
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print(reply)
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return reply
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except Exception as e:
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print(e)
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return """模型未成功加载,请到页面左上角"模型配置"选项卡中重新选择后点击"加载模型"按钮"""
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reply = """模型未成功加载,请到页面左上角"模型配置"选项卡中重新选择后点击"加载模型"按钮"""
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if str(e) == "Unknown platform: darwin":
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print("改报错可能因为您使用的是 macOS 操作系统,需先下载模型至本地后执行 Web UI,具体方法请参考项目 README 中本地部署方法及常见问题:"
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" https://github.com/imClumsyPanda/langchain-ChatGLM")
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else:
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print(reply)
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return reply
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def reinit_model(llm_model, embedding_model, llm_history_len, use_ptuning_v2, top_k, history):
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@ -69,9 +77,11 @@ def reinit_model(llm_model, embedding_model, llm_history_len, use_ptuning_v2, to
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use_ptuning_v2=use_ptuning_v2,
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top_k=top_k)
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model_status = """模型已成功重新加载,可以开始对话,或从右侧选择模式后开始对话"""
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print(model_status)
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except Exception as e:
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print(e)
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model_status = """模型未成功重新加载,请到页面左上角"模型配置"选项卡中重新选择后点击"加载模型"按钮"""
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print(model_status)
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return history + [[None, model_status]]
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@ -91,6 +101,7 @@ def get_vector_store(vs_id, files, history):
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else:
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file_status = "模型未完成加载,请先在加载模型后再导入文件"
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vs_path = None
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print(file_status)
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return vs_path, None, history + [[None, file_status]]
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@ -110,11 +121,12 @@ def change_mode(mode):
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def add_vs_name(vs_name, vs_list, chatbot):
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if vs_name in vs_list:
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chatbot = chatbot + [[None, "与已有知识库名称冲突,请重新选择其他名称后提交"]]
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vs_status = "与已有知识库名称冲突,请重新选择其他名称后提交"
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chatbot = chatbot + [[None, vs_status]]
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return gr.update(visible=True), vs_list, chatbot
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else:
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chatbot = chatbot + [
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[None, f"""已新增知识库"{vs_name}",将在上传文件并载入成功后进行存储。请在开始对话前,先完成文件上传。 """]]
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vs_status = f"""已新增知识库"{vs_name}",将在上传文件并载入成功后进行存储。请在开始对话前,先完成文件上传。 """
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chatbot = chatbot + [[None, vs_status]]
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return gr.update(visible=True, choices=vs_list + [vs_name], value=vs_name), vs_list + [vs_name], chatbot
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