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feat: 意图识别优化

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qinyong@9artedu.com 2026-07-22 09:21:29 +08:00
parent 71a169a8d3
commit 560dbd60a2
5 changed files with 317 additions and 315 deletions
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4
app/chat_qa/classification/history_intent.py
View File

@ -437,8 +437,8 @@ async def build(day:str):
if __name__ == '__main__': if __name__ == '__main__':
start = datetime(2026, 7, 17) start = datetime(2026, 7, 21)
end = datetime(2026, 7, 17) end = datetime(2026, 7, 21)
result = [] result = []
temp = start temp = start

2
app/chat_qa_query/query_graph.py
View File

@ -45,7 +45,7 @@ if __name__ == '__main__':
archive_messages_mysql_repository = ArchiveMessagesRepository(db_session) archive_messages_mysql_repository = ArchiveMessagesRepository(db_session)
qa_milvus_repository = QARepository() qa_milvus_repository = QARepository()
state: QueryQAState = QueryQAState(original_query="发票？", history=['2026-07-10T15:42:13 EXTERNAL 我想学角色，我不知道能不能学，好不好学\n']) state: QueryQAState = QueryQAState(original_query="电脑需要什么配置", history=['2026-07-10T15:42:13 EXTERNAL 我想学角色，我不知道能不能学，好不好学\n',"老师 现在原画好就业吗","好的，老师，你这边就业，是推荐就业吗？还是包就业呀"])
context = QueryQAContext(meta_mysql_repository=archive_messages_mysql_repository, context = QueryQAContext(meta_mysql_repository=archive_messages_mysql_repository,
qa_milvus_repository=qa_milvus_repository qa_milvus_repository=qa_milvus_repository
) )

2
conf/app_config.yaml
View File

@ -47,5 +47,5 @@ redis:
decode_responses: true decode_responses: true
reranker: reranker:
model_path: "app/models/BAAI/bge-reranker-large" model_path: "conf/BAAI/bge-reranker-large"
use_fp16: true use_fp16: true

3
pyproject.toml
View File

@ -26,5 +26,6 @@ dependencies = [
"scikit-learn>=1.9.0", "scikit-learn>=1.9.0",
"sentence-transformers>=5.6.0", "sentence-transformers>=5.6.0",
"sqlalchemy>=2.0.50", "sqlalchemy>=2.0.50",
"transformers>=4.44.2,<4.45", "tokenizers>=0.20.0",
"transformers>=4.44.2",
] ]

621
uv.lock generated
View File

@ -541,7 +541,7 @@ name = "cuda-bindings"
version = "13.3.1" version = "13.3.1"
source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" } source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
dependencies = [ dependencies = [
{ name = "cuda-pathfinder", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" }, { name = "cuda-pathfinder" },
] ]
wheels = [ wheels = [
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@ -572,43 +572,43 @@ wheels = [
[package.optional-dependencies] [package.optional-dependencies]
cublas = [ cublas = [
{ name = "nvidia-cublas", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-cublas", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
{ name = "nvidia-cuda-nvrtc", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-cuda-nvrtc", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
] ]
cudart = [ cudart = [
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] ]
cufft = [ cufft = [
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{ name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
] ]
cufile = [ cufile = [
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] ]
cusolver = [ cusolver = [
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{ name = "nvidia-cusolver", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-cusolver", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
{ name = "nvidia-cusparse", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-cusparse", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
{ name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
] ]
cusparse = [ cusparse = [
{ name = "nvidia-cusparse", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-cusparse", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
{ name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
] ]
nvjitlink = [ nvjitlink = [
{ name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-nvjitlink", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
] ]
nvrtc = [ nvrtc = [
{ name = "nvidia-cuda-nvrtc", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-cuda-nvrtc", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
] ]
nvtx = [ nvtx = [
{ name = "nvidia-nvtx", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, { name = "nvidia-nvtx", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32')" },
] ]
[[package]] [[package]]
@ -687,7 +687,7 @@ wheels = [
[[package]] [[package]]
name = "fastapi" name = "fastapi"
version = "0.139.1" version = "0.139.2"
source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" } source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
dependencies = [ dependencies = [
{ name = "annotated-doc" }, { name = "annotated-doc" },
@ -696,9 +696,9 @@ dependencies = [
{ name = "typing-extensions" }, { name = "typing-extensions" },
{ name = "typing-inspection" }, { name = "typing-inspection" },
] ]
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[package.optional-dependencies] [package.optional-dependencies]
@ -716,16 +716,16 @@ standard = [
[[package]] [[package]]
name = "fastapi-cli" name = "fastapi-cli"
version = "0.0.31" version = "0.0.32"
source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" } source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }
dependencies = [ dependencies = [
{ name = "rich-toolkit" }, { name = "rich-toolkit" },
{ name = "typer" }, { name = "typer" },
{ name = "uvicorn", extra = ["standard"] }, { name = "uvicorn", extra = ["standard"] },
] ]
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@ -828,11 +828,11 @@ wheels = [
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@ -1065,34 +1065,26 @@ wheels = [
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