提交 12f54583 作者: imClumsyPanda

update webui.py

上级 6bb9dccc
...@@ -31,9 +31,12 @@ def upload_file(file): ...@@ -31,9 +31,12 @@ def upload_file(file):
def get_answer(query, vs_path, history): def get_answer(query, vs_path, history):
if vs_path:
resp, history = local_doc_qa.get_knowledge_based_answer( resp, history = local_doc_qa.get_knowledge_based_answer(
query=query, vs_path=vs_path, chat_history=history) query=query, vs_path=vs_path, chat_history=history)
return history, history else:
history = history + [[None, "请先加载文件后,再进行提问。"]]
return history
def update_status(history, status): def update_status(history, status):
...@@ -50,26 +53,30 @@ def init_model(): ...@@ -50,26 +53,30 @@ def init_model():
return """模型未成功加载,请重新选择后点击"加载模型"按钮""" return """模型未成功加载,请重新选择后点击"加载模型"按钮"""
def reinit_model(llm_model, embedding_model, llm_history_len, top_k): def reinit_model(llm_model, embedding_model, llm_history_len, top_k, history):
try: try:
local_doc_qa.init_cfg(llm_model=llm_model, local_doc_qa.init_cfg(llm_model=llm_model,
embedding_model=embedding_model, embedding_model=embedding_model,
llm_history_len=llm_history_len, llm_history_len=llm_history_len,
top_k=top_k) top_k=top_k)
return """模型已成功重新加载,请选择文件后点击"加载文件"按钮""" model_status = """模型已成功重新加载,请选择文件后点击"加载文件"按钮"""
except: except:
return """模型未成功重新加载,请重新选择后点击"加载模型"按钮""" model_status = """模型未成功重新加载,请重新选择后点击"加载模型"按钮"""
return history + [[None, model_status]]
def get_vector_store(filepath): def get_vector_store(filepath, history):
if local_doc_qa.llm and local_doc_qa.llm:
vs_path = local_doc_qa.init_knowledge_vector_store(["content/" + filepath]) vs_path = local_doc_qa.init_knowledge_vector_store(["content/" + filepath])
if vs_path: if vs_path:
file_status = "文件已成功加载,请开始提问" file_status = "文件已成功加载,请开始提问"
else: else:
file_status = "文件未成功加载,请重新上传文件" file_status = "文件未成功加载,请重新上传文件"
print(file_status) else:
return vs_path, file_status file_status = "模型未完成加载,请先在加载模型后再导入文件"
vs_path = None
return vs_path, history + [[None, file_status]]
block_css = """.importantButton { block_css = """.importantButton {
...@@ -98,7 +105,7 @@ init_message = """欢迎使用 langchain-ChatGLM Web UI,开始提问前,请 ...@@ -98,7 +105,7 @@ init_message = """欢迎使用 langchain-ChatGLM Web UI,开始提问前,请
model_status = init_model() model_status = init_model()
with gr.Blocks(css=block_css) as demo: with gr.Blocks(css=block_css) as demo:
vs_path, history, file_status, model_status = gr.State(""), gr.State([]), gr.State(""), gr.State(model_status) vs_path, file_status, model_status = gr.State(""), gr.State(""), gr.State(model_status)
gr.Markdown(webui_title) gr.Markdown(webui_title)
with gr.Row(): with gr.Row():
with gr.Column(scale=2): with gr.Column(scale=2):
...@@ -106,9 +113,9 @@ with gr.Blocks(css=block_css) as demo: ...@@ -106,9 +113,9 @@ with gr.Blocks(css=block_css) as demo:
elem_id="chat-box", elem_id="chat-box",
show_label=False).style(height=750) show_label=False).style(height=750)
query = gr.Textbox(show_label=False, query = gr.Textbox(show_label=False,
placeholder="请提问", placeholder="请输入提问内容,按回车进行提交",
lines=1, # lines=1,
value="用200字总结一下" # value="用200字总结一下"
).style(container=False) ).style(container=False)
with gr.Column(scale=1): with gr.Column(scale=1):
...@@ -144,26 +151,24 @@ with gr.Blocks(css=block_css) as demo: ...@@ -144,26 +151,24 @@ with gr.Blocks(css=block_css) as demo:
file = gr.File(label="content file", file = gr.File(label="content file",
file_types=['.txt', '.md', '.docx', '.pdf'] file_types=['.txt', '.md', '.docx', '.pdf']
) # .style(height=100) ) # .style(height=100)
load_file_button = gr.Button("重新加载文件") load_file_button = gr.Button("加载文件")
load_model_button.click(reinit_model, load_model_button.click(reinit_model,
show_progress=True, show_progress=True,
inputs=[llm_model, embedding_model, llm_history_len, top_k], inputs=[llm_model, embedding_model, llm_history_len, top_k, chatbot],
outputs=model_status outputs=chatbot
).then(update_status, [chatbot, model_status], chatbot) )
# 将上传的文件保存到content文件夹下,并更新下拉框 # 将上传的文件保存到content文件夹下,并更新下拉框
file.upload(upload_file, file.upload(upload_file,
inputs=file, inputs=file,
outputs=selectFile) outputs=selectFile)
load_file_button.click(get_vector_store, load_file_button.click(get_vector_store,
show_progress=True, show_progress=True,
inputs=selectFile, inputs=[selectFile, chatbot],
outputs=[vs_path, file_status], outputs=[vs_path, chatbot],
).then(
update_status, [chatbot, file_status], chatbot
) )
query.submit(get_answer, query.submit(get_answer,
[query, vs_path, chatbot], [query, vs_path, chatbot],
[chatbot, history], [chatbot],
) )
demo.queue(concurrency_count=3).launch( demo.queue(concurrency_count=3).launch(
......
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