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Refa: migrate chat models to LiteLLM (#9394)

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### What problem does this PR solve?

All models pass the mock response tests, which means that if a model can
return the correct response, everything should work as expected.
However, not all models have been fully tested in a real environment,
the real API_KEY. I suggest actively monitoring the refactored models
over the coming period to ensure they work correctly and fixing them
step by step, or waiting to merge until most have been tested in
practical environment.

### Type of change

- [x] Refactoring
This commit is contained in:
Yongteng Lei
2025-08-12 10:59:20 +08:00
committed by GitHub
parent a6d2119498
commit 83771e500c
8 changed files with 738 additions and 546 deletions
Download Patch File Download Diff File Expand all files Collapse all files

7
api/apps/llm_app.py
View File

@ -57,6 +57,7 @@ def set_api_key():
# test if api key works # test if api key works
chat_passed, embd_passed, rerank_passed = False, False, False chat_passed, embd_passed, rerank_passed = False, False, False
factory = req["llm_factory"] factory = req["llm_factory"]
extra = {"provider": factory}
msg = "" msg = ""
for llm in LLMService.query(fid=factory): for llm in LLMService.query(fid=factory):
if not embd_passed and llm.model_type == LLMType.EMBEDDING.value: if not embd_passed and llm.model_type == LLMType.EMBEDDING.value:
@ -73,7 +74,7 @@ def set_api_key():
elif not chat_passed and llm.model_type == LLMType.CHAT.value: elif not chat_passed and llm.model_type == LLMType.CHAT.value:
assert factory in ChatModel, f"Chat model from {factory} is not supported yet." assert factory in ChatModel, f"Chat model from {factory} is not supported yet."
mdl = ChatModel[factory]( mdl = ChatModel[factory](
req["api_key"], llm.llm_name, base_url=req.get("base_url")) req["api_key"], llm.llm_name, base_url=req.get("base_url"), **extra)
try: try:
m, tc = mdl.chat(None, [{"role": "user", "content": "Hello! How are you doing!"}], m, tc = mdl.chat(None, [{"role": "user", "content": "Hello! How are you doing!"}],
{"temperature": 0.9, 'max_tokens': 50}) {"temperature": 0.9, 'max_tokens': 50})
@ -204,6 +205,7 @@ def add_llm():
msg = "" msg = ""
mdl_nm = llm["llm_name"].split("___")[0] mdl_nm = llm["llm_name"].split("___")[0]
extra = {"provider": factory}
if llm["model_type"] == LLMType.EMBEDDING.value: if llm["model_type"] == LLMType.EMBEDDING.value:
assert factory in EmbeddingModel, f"Embedding model from {factory} is not supported yet." assert factory in EmbeddingModel, f"Embedding model from {factory} is not supported yet."
mdl = EmbeddingModel[factory]( mdl = EmbeddingModel[factory](
@ -221,7 +223,8 @@ def add_llm():
mdl = ChatModel[factory]( mdl = ChatModel[factory](
key=llm['api_key'], key=llm['api_key'],
model_name=mdl_nm, model_name=mdl_nm,
base_url=llm["api_base"] base_url=llm["api_base"],
**extra,
) )
try: try:
m, tc = mdl.chat(None, [{"role": "user", "content": "Hello! How are you doing!"}], { m, tc = mdl.chat(None, [{"role": "user", "content": "Hello! How are you doing!"}], {

1
api/db/services/llm_service.py
View File

@ -141,6 +141,7 @@ class TenantLLMService(CommonService):
@DB.connection_context() @DB.connection_context()
def model_instance(cls, tenant_id, llm_type, llm_name=None, lang="Chinese", **kwargs): def model_instance(cls, tenant_id, llm_type, llm_name=None, lang="Chinese", **kwargs):
model_config = TenantLLMService.get_model_config(tenant_id, llm_type, llm_name) model_config = TenantLLMService.get_model_config(tenant_id, llm_type, llm_name)
kwargs.update({"provider": model_config["llm_factory"]})
if llm_type == LLMType.EMBEDDING.value: if llm_type == LLMType.EMBEDDING.value:
if model_config["llm_factory"] not in EmbeddingModel: if model_config["llm_factory"] not in EmbeddingModel:
return return

7
pyproject.toml
View File

@ -24,7 +24,7 @@ dependencies = [
"chardet==5.2.0", "chardet==5.2.0",
"cn2an==0.5.22", "cn2an==0.5.22",
"cohere==5.6.2", "cohere==5.6.2",
"Crawl4AI==0.3.8", "Crawl4AI>=0.3.8",
"dashscope==1.20.11", "dashscope==1.20.11",
"deepl==1.18.0", "deepl==1.18.0",
"demjson3==3.0.6", "demjson3==3.0.6",
@ -43,7 +43,7 @@ dependencies = [
"groq==0.9.0", "groq==0.9.0",
"hanziconv==0.3.2", "hanziconv==0.3.2",
"html-text==0.6.2", "html-text==0.6.2",
"httpx==0.27.0", "httpx==0.27.2",
"huggingface-hub>=0.25.0,<0.26.0", "huggingface-hub>=0.25.0,<0.26.0",
"infinity-sdk==0.6.0-dev4", "infinity-sdk==0.6.0-dev4",
"infinity-emb>=0.0.66,<0.0.67", "infinity-emb>=0.0.66,<0.0.67",
@ -58,7 +58,7 @@ dependencies = [
"ollama==0.2.1", "ollama==0.2.1",
"onnxruntime==1.19.2; sys_platform == 'darwin' or platform_machine != 'x86_64'", "onnxruntime==1.19.2; sys_platform == 'darwin' or platform_machine != 'x86_64'",
"onnxruntime-gpu==1.19.2; sys_platform != 'darwin' and platform_machine == 'x86_64'", "onnxruntime-gpu==1.19.2; sys_platform != 'darwin' and platform_machine == 'x86_64'",
"openai==1.45.0", "openai>=1.45.0",
"opencv-python==4.10.0.84", "opencv-python==4.10.0.84",
"opencv-python-headless==4.10.0.84", "opencv-python-headless==4.10.0.84",
"openpyxl>=3.1.0,<4.0.0", "openpyxl>=3.1.0,<4.0.0",
@ -128,6 +128,7 @@ dependencies = [
"opensearch-py==2.7.1", "opensearch-py==2.7.1",
"pluginlib==0.9.4", "pluginlib==0.9.4",
"click>=8.1.8", "click>=8.1.8",
"litellm>=1.74.15.post1",
] ]
[project.optional-dependencies] [project.optional-dependencies]

61
rag/llm/__init__.py
View File

@ -19,6 +19,48 @@
import importlib import importlib
import inspect import inspect
from strenum import StrEnum
class SupportedLiteLLMProvider(StrEnum):
Tongyi_Qianwen = "Tongyi-Qianwen"
Dashscope = "Dashscope"
Bedrock = "Bedrock"
Moonshot = "Moonshot"
xAI = "xAI"
DeepInfra = "DeepInfra"
Groq = "Groq"
Cohere = "Cohere"
Gemini = "Gemini"
DeepSeek = "DeepSeek"
Nvidia = "NVIDIA"
TogetherAI = "TogetherAI"
Anthropic = "Anthropic"
FACTORY_DEFAULT_BASE_URL = {
SupportedLiteLLMProvider.Tongyi_Qianwen: "https://dashscope.aliyuncs.com/compatible-mode/v1",
SupportedLiteLLMProvider.Dashscope: "https://dashscope.aliyuncs.com/compatible-mode/v1",
SupportedLiteLLMProvider.Moonshot: "https://api.moonshot.cn/v1",
}
LITELLM_PROVIDER_PREFIX = {
SupportedLiteLLMProvider.Tongyi_Qianwen: "dashscope/",
SupportedLiteLLMProvider.Dashscope: "dashscope/",
SupportedLiteLLMProvider.Bedrock: "bedrock/",
SupportedLiteLLMProvider.Moonshot: "moonshot/",
SupportedLiteLLMProvider.xAI: "xai/",
SupportedLiteLLMProvider.DeepInfra: "deepinfra/",
SupportedLiteLLMProvider.Groq: "groq/",
SupportedLiteLLMProvider.Cohere: "", # don't need a prefix
SupportedLiteLLMProvider.Gemini: "gemini/",
SupportedLiteLLMProvider.DeepSeek: "deepseek/",
SupportedLiteLLMProvider.Nvidia: "nvidia_nim/",
SupportedLiteLLMProvider.TogetherAI: "together_ai/",
SupportedLiteLLMProvider.Anthropic: "", # don't need a prefix
}
ChatModel = globals().get("ChatModel", {}) ChatModel = globals().get("ChatModel", {})
CvModel = globals().get("CvModel", {}) CvModel = globals().get("CvModel", {})
EmbeddingModel = globals().get("EmbeddingModel", {}) EmbeddingModel = globals().get("EmbeddingModel", {})
@ -26,6 +68,7 @@ RerankModel = globals().get("RerankModel", {})
Seq2txtModel = globals().get("Seq2txtModel", {}) Seq2txtModel = globals().get("Seq2txtModel", {})
TTSModel = globals().get("TTSModel", {}) TTSModel = globals().get("TTSModel", {})
MODULE_MAPPING = { MODULE_MAPPING = {
"chat_model": ChatModel, "chat_model": ChatModel,
"cv_model": CvModel, "cv_model": CvModel,
@ -42,13 +85,22 @@ for module_name, mapping_dict in MODULE_MAPPING.items():
module = importlib.import_module(full_module_name) module = importlib.import_module(full_module_name)
base_class = None base_class = None
lite_llm_base_class = None
for name, obj in inspect.getmembers(module): for name, obj in inspect.getmembers(module):
if inspect.isclass(obj) and name == "Base": if inspect.isclass(obj):
if name == "Base":
base_class = obj base_class = obj
break elif name == "LiteLLMBase":
if base_class is None: lite_llm_base_class = obj
continue assert hasattr(obj, "_FACTORY_NAME"), "LiteLLMbase should have _FACTORY_NAME field."
if hasattr(obj, "_FACTORY_NAME"):
if isinstance(obj._FACTORY_NAME, list):
for factory_name in obj._FACTORY_NAME:
mapping_dict[factory_name] = obj
else:
mapping_dict[obj._FACTORY_NAME] = obj
if base_class is not None:
for _, obj in inspect.getmembers(module): for _, obj in inspect.getmembers(module):
if inspect.isclass(obj) and issubclass(obj, base_class) and obj is not base_class and hasattr(obj, "_FACTORY_NAME"): if inspect.isclass(obj) and issubclass(obj, base_class) and obj is not base_class and hasattr(obj, "_FACTORY_NAME"):
if isinstance(obj._FACTORY_NAME, list): if isinstance(obj._FACTORY_NAME, list):
@ -57,6 +109,7 @@ for module_name, mapping_dict in MODULE_MAPPING.items():
else: else:
mapping_dict[obj._FACTORY_NAME] = obj mapping_dict[obj._FACTORY_NAME] = obj
__all__ = [ __all__ = [
"ChatModel", "ChatModel",
"CvModel", "CvModel",

875
rag/llm/chat_model.py
View File

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219
uv.lock generated
View File

@ -1,4 +1,5 @@
version = 1 version = 1
revision = 1
requires-python = ">=3.10, <3.13" requires-python = ">=3.10, <3.13"
resolution-markers = [ resolution-markers = [
"python_full_version >= '3.12' and sys_platform == 'darwin'", "python_full_version >= '3.12' and sys_platform == 'darwin'",
@ -30,6 +31,15 @@ wheels = [
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] ]
[[package]]
name = "aiofiles"
version = "24.1.0"
source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
sdist = { url = "https://mirrors.aliyun.com/pypi/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c" }
wheels = [
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[[package]] [[package]]
name = "aiohappyeyeballs" name = "aiohappyeyeballs"
version = "2.6.1" version = "2.6.1"
@ -1028,24 +1038,29 @@ wheels = [
[[package]] [[package]]
name = "crawl4ai" name = "crawl4ai"
version = "0.3.8" version = "0.3.745"
source = { registry = "https://mirrors.aliyun.com/pypi/simple" } source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
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{ name = "aiosqlite" }, { name = "aiosqlite" },
{ name = "beautifulsoup4" }, { name = "beautifulsoup4" },
{ name = "colorama" },
{ name = "html2text" }, { name = "html2text" },
{ name = "litellm" }, { name = "litellm" },
{ name = "lxml" }, { name = "lxml" },
{ name = "numpy" }, { name = "numpy" },
{ name = "pillow" }, { name = "pillow" },
{ name = "playwright" }, { name = "playwright" },
{ name = "playwright-stealth" },
{ name = "python-dotenv" }, { name = "python-dotenv" },
{ name = "rank-bm25" },
{ name = "requests" }, { name = "requests" },
{ name = "snowballstemmer" },
{ name = "tf-playwright-stealth" },
{ name = "xxhash" },
] ]
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[[package]] [[package]]
@ -1175,9 +1190,6 @@ name = "datrie"
version = "0.8.2" version = "0.8.2"
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]
[[package]] [[package]]
name = "debugpy" name = "debugpy"
@ -1423,6 +1435,14 @@ wheels = [
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[[package]]
name = "fake-http-header"
version = "0.3.5"
source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
wheels = [
{ url = "https://mirrors.aliyun.com/pypi/packages/e3/0b/2849c87d9f13766e29c0a2f4d31681aa72e035016b251ab19d99bde7b592/fake_http_header-0.3.5-py3-none-any.whl", hash = "sha256:cd05f4bebf1b7e38b5f5c03d7fb820c0c17e87d9614fbee0afa39c32c7a2ad3c" },
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[[package]] [[package]]
name = "fake-useragent" name = "fake-useragent"
version = "1.5.1" version = "1.5.1"
@ -1486,17 +1506,17 @@ name = "fastembed-gpu"
version = "0.3.6" version = "0.3.6"
source = { registry = "https://mirrors.aliyun.com/pypi/simple" } source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
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{ name = "huggingface-hub" }, { name = "huggingface-hub", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "loguru" }, { name = "loguru", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "mmh3" }, { name = "mmh3", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "numpy" }, { name = "numpy", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "onnxruntime-gpu" }, { name = "onnxruntime-gpu", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "pillow" }, { name = "pillow", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "pystemmer" }, { name = "pystemmer", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "requests" }, { name = "requests", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "snowballstemmer" }, { name = "snowballstemmer", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "tokenizers" }, { name = "tokenizers", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "tqdm" }, { name = "tqdm", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
] ]
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@ -2142,37 +2162,37 @@ wheels = [
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[[package]] [[package]]
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@ -4792,14 +4797,14 @@ wheels = [
[[package]] [[package]]
name = "pyee" name = "pyee"
version = "12.0.0" version = "13.0.0"
source = { registry = "https://mirrors.aliyun.com/pypi/simple" } source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
dependencies = [ dependencies = [
{ name = "typing-extensions" }, { name = "typing-extensions" },
] ]
sdist = { url = "https://mirrors.aliyun.com/pypi/packages/d2/a7/8faaa62a488a2a1e0d56969757f087cbd2729e9bcfa508c230299f366b4c/pyee-12.0.0.tar.gz", hash = "sha256:c480603f4aa2927d4766eb41fa82793fe60a82cbfdb8d688e0d08c55a534e145" } sdist = { url = "https://mirrors.aliyun.com/pypi/packages/95/03/1fd98d5841cd7964a27d729ccf2199602fe05eb7a405c1462eb7277945ed/pyee-13.0.0.tar.gz", hash = "sha256:b391e3c5a434d1f5118a25615001dbc8f669cf410ab67d04c4d4e07c55481c37" }
wheels = [ wheels = [
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] ]
[[package]] [[package]]
@ -5239,6 +5244,7 @@ dependencies = [
{ name = "itsdangerous" }, { name = "itsdangerous" },
{ name = "json-repair" }, { name = "json-repair" },
{ name = "langfuse" }, { name = "langfuse" },
{ name = "litellm" },
{ name = "markdown" }, { name = "markdown" },
{ name = "markdown-to-json" }, { name = "markdown-to-json" },
{ name = "mcp" }, { name = "mcp" },
@ -5357,7 +5363,7 @@ requires-dist = [
{ name = "click", specifier = ">=8.1.8" }, { name = "click", specifier = ">=8.1.8" },
{ name = "cn2an", specifier = "==0.5.22" }, { name = "cn2an", specifier = "==0.5.22" },
{ name = "cohere", specifier = "==5.6.2" }, { name = "cohere", specifier = "==5.6.2" },
{ name = "crawl4ai", specifier = "==0.3.8" }, { name = "crawl4ai", specifier = ">=0.3.8" },
{ name = "dashscope", specifier = "==1.20.11" }, { name = "dashscope", specifier = "==1.20.11" },
{ name = "datrie", specifier = "==0.8.2" }, { name = "datrie", specifier = "==0.8.2" },
{ name = "debugpy", specifier = ">=1.8.13" }, { name = "debugpy", specifier = ">=1.8.13" },
@ -5384,13 +5390,14 @@ requires-dist = [
{ name = "groq", specifier = "==0.9.0" }, { name = "groq", specifier = "==0.9.0" },
{ name = "hanziconv", specifier = "==0.3.2" }, { name = "hanziconv", specifier = "==0.3.2" },
{ name = "html-text", specifier = "==0.6.2" }, { name = "html-text", specifier = "==0.6.2" },
{ name = "httpx", specifier = "==0.27.0" }, { name = "httpx", specifier = "==0.27.2" },
{ name = "huggingface-hub", specifier = ">=0.25.0,<0.26.0" }, { name = "huggingface-hub", specifier = ">=0.25.0,<0.26.0" },
{ name = "infinity-emb", specifier = ">=0.0.66,<0.0.67" }, { name = "infinity-emb", specifier = ">=0.0.66,<0.0.67" },
{ name = "infinity-sdk", specifier = "==0.6.0.dev4" }, { name = "infinity-sdk", specifier = "==0.6.0.dev4" },
{ name = "itsdangerous", specifier = "==2.1.2" }, { name = "itsdangerous", specifier = "==2.1.2" },
{ name = "json-repair", specifier = "==0.35.0" }, { name = "json-repair", specifier = "==0.35.0" },
{ name = "langfuse", specifier = ">=2.60.0" }, { name = "langfuse", specifier = ">=2.60.0" },
{ name = "litellm", specifier = ">=1.74.15.post1" },
{ name = "markdown", specifier = "==3.6" }, { name = "markdown", specifier = "==3.6" },
{ name = "markdown-to-json", specifier = "==2.1.1" }, { name = "markdown-to-json", specifier = "==2.1.1" },
{ name = "mcp", specifier = ">=1.9.4" }, { name = "mcp", specifier = ">=1.9.4" },
@ -5402,7 +5409,7 @@ requires-dist = [
{ name = "ollama", specifier = "==0.2.1" }, { name = "ollama", specifier = "==0.2.1" },
{ name = "onnxruntime", marker = "platform_machine != 'x86_64' or sys_platform == 'darwin'", specifier = "==1.19.2" }, { name = "onnxruntime", marker = "platform_machine != 'x86_64' or sys_platform == 'darwin'", specifier = "==1.19.2" },
{ name = "onnxruntime-gpu", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'", specifier = "==1.19.2" }, { name = "onnxruntime-gpu", marker = "platform_machine == 'x86_64' and sys_platform != 'darwin'", specifier = "==1.19.2" },
{ name = "openai", specifier = "==1.45.0" }, { name = "openai", specifier = ">=1.45.0" },
{ name = "opencv-python", specifier = "==4.10.0.84" }, { name = "opencv-python", specifier = "==4.10.0.84" },
{ name = "opencv-python-headless", specifier = "==4.10.0.84" }, { name = "opencv-python-headless", specifier = "==4.10.0.84" },
{ name = "opendal", specifier = ">=0.45.0,<0.46.0" }, { name = "opendal", specifier = ">=0.45.0,<0.46.0" },
@ -5467,6 +5474,7 @@ requires-dist = [
{ name = "yfinance", specifier = "==0.2.65" }, { name = "yfinance", specifier = "==0.2.65" },
{ name = "zhipuai", specifier = "==2.0.1" }, { name = "zhipuai", specifier = "==2.0.1" },
] ]
provides-extras = ["full"]
[package.metadata.requires-dev] [package.metadata.requires-dev]
test = [ test = [
@ -5481,6 +5489,18 @@ test = [
{ name = "requests-toolbelt", specifier = ">=1.0.0" }, { name = "requests-toolbelt", specifier = ">=1.0.0" },
] ]
[[package]]
name = "rank-bm25"
version = "0.2.2"
source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
dependencies = [
{ name = "numpy" },
]
sdist = { url = "https://mirrors.aliyun.com/pypi/packages/fc/0a/f9579384aa017d8b4c15613f86954b92a95a93d641cc849182467cf0bb3b/rank_bm25-0.2.2.tar.gz", hash = "sha256:096ccef76f8188563419aaf384a02f0ea459503fdf77901378d4fd9d87e5e51d" }
wheels = [
{ url = "https://mirrors.aliyun.com/pypi/packages/2a/21/f691fb2613100a62b3fa91e9988c991e9ca5b89ea31c0d3152a3210344f9/rank_bm25-0.2.2-py3-none-any.whl", hash = "sha256:7bd4a95571adadfc271746fa146a4bcfd89c0cf731e49c3d1ad863290adbe8ae" },
]
[[package]] [[package]]
name = "ranx" name = "ranx"
version = "0.3.20" version = "0.3.20"
@ -6423,6 +6443,19 @@ wheels = [
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] ]
[[package]]
name = "tf-playwright-stealth"
version = "1.2.0"
source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
dependencies = [
{ name = "fake-http-header" },
{ name = "playwright" },
]
sdist = { url = "https://mirrors.aliyun.com/pypi/packages/d6/6b/32bb58c65991f91aeaaf7473b650175d9d4af5dd383983d177d49ccba08d/tf_playwright_stealth-1.2.0.tar.gz", hash = "sha256:7bb8d32d3e60324fbf6b9eeae540b8cd9f3b9e07baeb33b025dbc98ad47658ba" }
wheels = [
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[[package]] [[package]]
name = "threadpoolctl" name = "threadpoolctl"
version = "3.6.0" version = "3.6.0"

2
web/src/locales/config.ts
View File

@ -10,9 +10,9 @@ import translation_fr from './fr';
import translation_id from './id'; import translation_id from './id';
import translation_ja from './ja'; import translation_ja from './ja';
import translation_pt_br from './pt-br'; import translation_pt_br from './pt-br';
import translation_ru from './ru';
import { createTranslationTable, flattenObject } from './until'; import { createTranslationTable, flattenObject } from './until';
import translation_vi from './vi'; import translation_vi from './vi';
import translation_ru from './ru';
import translation_zh from './zh'; import translation_zh from './zh';
import translation_zh_traditional from './zh-traditional'; import translation_zh_traditional from './zh-traditional';

86
web/src/locales/ru.ts
View File

@ -246,8 +246,7 @@ export default {
methodExamples: 'Примеры', methodExamples: 'Примеры',
methodExamplesDescription: 'Скриншоты для пояснения:', methodExamplesDescription: 'Скриншоты для пояснения:',
dialogueExamplesTitle: 'просмотр', dialogueExamplesTitle: 'просмотр',
methodEmpty: methodEmpty: 'Здесь будет визуальное объяснение категорий баз знаний',
'Здесь будет визуальное объяснение категорий баз знаний',
book: `<p>Поддерживаемые форматы: <b>DOCX, PDF, TXT</b>.</p><p> book: `<p>Поддерживаемые форматы: <b>DOCX, PDF, TXT</b>.</p><p>
Для PDF укажите <i>диапазон страниц</i>.</p>`, Для PDF укажите <i>диапазон страниц</i>.</p>`,
laws: `<p>Поддерживаемые форматы: <b>DOCX, PDF, TXT</b>.</p><p> laws: `<p>Поддерживаемые форматы: <b>DOCX, PDF, TXT</b>.</p><p>
@ -316,21 +315,19 @@ export default {
<p>В столбце тегов используйте <b>запятую</b> для разделения тегов.</p> <p>В столбце тегов используйте <b>запятую</b> для разделения тегов.</p>
`, `,
useRaptor: 'Использовать RAPTOR', useRaptor: 'Использовать RAPTOR',
useRaptorTip: useRaptorTip: 'Включите RAPTOR для многошаговых вопросно-ответных задач.',
'Включите RAPTOR для многошаговых вопросно-ответных задач.',
prompt: 'Промпт', prompt: 'Промпт',
promptTip: promptTip: 'Опишите задачу для LLM, укажите формат ответа и требования.',
'Опишите задачу для LLM, укажите формат ответа и требования.',
promptMessage: 'Требуется промпт', promptMessage: 'Требуется промпт',
promptText: `Пожалуйста, обобщите следующие абзацы. Будьте внимательны с числами, не выдумывайте. Абзацы: promptText: `Пожалуйста, обобщите следующие абзацы. Будьте внимательны с числами, не выдумывайте. Абзацы:
{cluster_content} {cluster_content}
Выше представлен контент для обобщения.`, Выше представлен контент для обобщения.`,
maxToken: 'Макс. токенов', maxToken: 'Макс. токенов',
maxTokenTip: 'Максимальное количество токенов на суммаризирующий фрагмент.', maxTokenTip:
'Максимальное количество токенов на суммаризирующий фрагмент.',
maxTokenMessage: 'Требуется макс. токенов', maxTokenMessage: 'Требуется макс. токенов',
threshold: 'Порог', threshold: 'Порог',
thresholdTip: thresholdTip: 'Минимальное сходство для группировки фрагментов в RAPTOR.',
'Минимальное сходство для группировки фрагментов в RAPTOR.',
thresholdMessage: 'Требуется порог', thresholdMessage: 'Требуется порог',
maxCluster: 'Макс. кластеров', maxCluster: 'Макс. кластеров',
maxClusterTip: 'Максимальное количество кластеров.', maxClusterTip: 'Максимальное количество кластеров.',
@ -463,8 +460,7 @@ export default {
'Устанавливает порог для выбора наиболее вероятных слов (ядерная выборка).', 'Устанавливает порог для выбора наиболее вероятных слов (ядерная выборка).',
presencePenalty: 'Штраф за присутствие', presencePenalty: 'Штраф за присутствие',
presencePenaltyMessage: 'Требуется штраф за присутствие', presencePenaltyMessage: 'Требуется штраф за присутствие',
presencePenaltyTip: presencePenaltyTip: 'Штрафует слова, уже появившиеся в диалоге.',
'Штрафует слова, уже появившиеся в диалоге.',
frequencyPenalty: 'Штраф за частоту', frequencyPenalty: 'Штраф за частоту',
frequencyPenaltyMessage: 'Требуется штраф за частоту', frequencyPenaltyMessage: 'Требуется штраф за частоту',
frequencyPenaltyTip: frequencyPenaltyTip:
@ -553,8 +549,7 @@ export default {
maxTokensInvalidMessage: 'Введите корректное число для Макс. токенов.', maxTokensInvalidMessage: 'Введите корректное число для Макс. токенов.',
maxTokensMinMessage: 'Макс. токенов не может быть меньше 0.', maxTokensMinMessage: 'Макс. токенов не может быть меньше 0.',
password: 'Пароль', password: 'Пароль',
passwordDescription: passwordDescription: 'Введите текущий пароль для изменения пароля.',
'Введите текущий пароль для изменения пароля.',
model: 'Провайдеры моделей', model: 'Провайдеры моделей',
modelDescription: 'Настройте параметры моделей и API KEY.', modelDescription: 'Настройте параметры моделей и API KEY.',
team: 'Команда', team: 'Команда',
@ -584,17 +579,14 @@ export default {
'Ваш новый пароль должен быть длиннее 8 символов.', 'Ваш новый пароль должен быть длиннее 8 символов.',
confirmPassword: 'Подтвердите новый пароль', confirmPassword: 'Подтвердите новый пароль',
confirmPasswordMessage: 'Подтвердите пароль!', confirmPasswordMessage: 'Подтвердите пароль!',
confirmPasswordNonMatchMessage: confirmPasswordNonMatchMessage: 'Новые пароли не совпадают!',
'Новые пароли не совпадают!',
cancel: 'Отмена', cancel: 'Отмена',
addedModels: 'Добавленные модели', addedModels: 'Добавленные модели',
modelsToBeAdded: 'Модели для добавления', modelsToBeAdded: 'Модели для добавления',
addTheModel: 'Добавить модель', addTheModel: 'Добавить модель',
apiKey: 'API-Ключ', apiKey: 'API-Ключ',
apiKeyMessage: apiKeyMessage: 'Введите API ключ (для локальных моделей игнорируйте).',
'Введите API ключ (для локальных моделей игнорируйте).', apiKeyTip: 'API ключ можно получить у поставщика LLM.',
apiKeyTip:
'API ключ можно получить у поставщика LLM.',
showMoreModels: 'Показать модели', showMoreModels: 'Показать модели',
hideModels: 'Скрыть модели', hideModels: 'Скрыть модели',
baseUrl: 'Базовый URL', baseUrl: 'Базовый URL',
@ -603,22 +595,18 @@ export default {
modify: 'Изменить', modify: 'Изменить',
systemModelSettings: 'Установить модели по умолчанию', systemModelSettings: 'Установить модели по умолчанию',
chatModel: 'Модель чата', chatModel: 'Модель чата',
chatModelTip: chatModelTip: 'Модель чата по умолчанию для новых баз знаний.',
'Модель чата по умолчанию для новых баз знаний.',
embeddingModel: 'Модель эмбеддинга', embeddingModel: 'Модель эмбеддинга',
embeddingModelTip: embeddingModelTip: 'Модель эмбеддинга по умолчанию для новых баз знаний.',
'Модель эмбеддинга по умолчанию для новых баз знаний.',
img2txtModel: 'Модель Img2txt', img2txtModel: 'Модель Img2txt',
img2txtModelTip: img2txtModelTip: 'Модель описания изображений/видео по умолчанию.',
'Модель описания изображений/видео по умолчанию.',
sequence2txtModel: 'Модель Speech2txt', sequence2txtModel: 'Модель Speech2txt',
sequence2txtModelTip: sequence2txtModelTip:
'Модель ASR по умолчанию для преобразования речи в текст.', 'Модель ASR по умолчанию для преобразования речи в текст.',
rerankModel: 'Модель реранкинга', rerankModel: 'Модель реранкинга',
rerankModelTip: `Модель реранкинга фрагментов по умолчанию.`, rerankModelTip: `Модель реранкинга фрагментов по умолчанию.`,
ttsModel: 'Модель TTS', ttsModel: 'Модель TTS',
ttsModelTip: ttsModelTip: 'Модель преобразования текста в речь по умолчанию.',
'Модель преобразования текста в речь по умолчанию.',
workspace: 'Рабочее пространство', workspace: 'Рабочее пространство',
upgrade: 'Обновить', upgrade: 'Обновить',
addLlmTitle: 'Добавить LLM', addLlmTitle: 'Добавить LLM',
@ -677,8 +665,7 @@ export default {
yiyanAKMessage: 'Введите ваш API KEY', yiyanAKMessage: 'Введите ваш API KEY',
addyiyanSK: 'yiyan Secret KEY', addyiyanSK: 'yiyan Secret KEY',
yiyanSKMessage: 'Введите ваш Secret KEY', yiyanSKMessage: 'Введите ваш Secret KEY',
FishAudioModelNameMessage: FishAudioModelNameMessage: 'Дайте имя вашей модели синтеза речи',
'Дайте имя вашей модели синтеза речи',
addFishAudioAK: 'Fish Audio API KEY', addFishAudioAK: 'Fish Audio API KEY',
addFishAudioAKMessage: 'Введите ваш API KEY', addFishAudioAKMessage: 'Введите ваш API KEY',
addFishAudioRefID: 'FishAudio Reference ID', addFishAudioRefID: 'FishAudio Reference ID',
@ -715,7 +702,7 @@ export default {
configuration: 'Конфигурация', configuration: 'Конфигурация',
langfuseDescription: langfuseDescription:
'Трассировка, оценка, управление промптами и метрики для отладки и улучшения вашего LLM-приложения.', 'Трассировка, оценка, управление промптами и метрики для отладки и улучшения вашего LLM-приложения.',
viewLangfuseSDocumentation: "Документация Langfuse", viewLangfuseSDocumentation: 'Документация Langfuse',
view: 'Просмотр', view: 'Просмотр',
modelsToBeAddedTooltip: modelsToBeAddedTooltip:
'Если ваш провайдер не указан, но заявляет о "совместимости с OpenAI API", выберите соответствующую карточку.', 'Если ваш провайдер не указан, но заявляет о "совместимости с OpenAI API", выберите соответствующую карточку.',
@ -776,8 +763,7 @@ export default {
s3: 'S3 загрузки', s3: 'S3 загрузки',
preview: 'Просмотр', preview: 'Просмотр',
fileError: 'Ошибка файла', fileError: 'Ошибка файла',
uploadLimit: uploadLimit: 'Каждый файл ≤10MB, всего файлов ≤128.',
'Каждый файл ≤10MB, всего файлов ≤128.',
destinationFolder: 'Целевая папка', destinationFolder: 'Целевая папка',
}, },
flow: { flow: {
@ -844,8 +830,7 @@ export default {
baidu: 'Baidu', baidu: 'Baidu',
baiduDescription: `Ищет на baidu.com.`, baiduDescription: `Ищет на baidu.com.`,
duckDuckGo: 'DuckDuckGo', duckDuckGo: 'DuckDuckGo',
duckDuckGoDescription: duckDuckGoDescription: 'Ищет на duckduckgo.com.',
'Ищет на duckduckgo.com.',
channel: 'Канал', channel: 'Канал',
channelTip: `Текстовый или новостной поиск`, channelTip: `Текстовый или новостной поиск`,
text: 'Текст', text: 'Текст',
@ -855,14 +840,11 @@ export default {
'Количество сообщений истории, видимых LLM. Учитывайте ограничение токенов модели.', 'Количество сообщений истории, видимых LLM. Учитывайте ограничение токенов модели.',
wikipedia: 'Wikipedia', wikipedia: 'Wikipedia',
pubMed: 'PubMed', pubMed: 'PubMed',
pubMedDescription: pubMedDescription: 'Ищет на https://pubmed.ncbi.nlm.nih.gov/.',
'Ищет на https://pubmed.ncbi.nlm.nih.gov/.',
email: 'Email', email: 'Email',
emailTip: emailTip: 'Email обязателен.',
'Email обязателен.',
arXiv: 'ArXiv', arXiv: 'ArXiv',
arXivDescription: arXivDescription: 'Ищет на https://arxiv.org/.',
'Ищет на https://arxiv.org/.',
sortBy: 'Сортировать по', sortBy: 'Сортировать по',
submittedDate: 'Дата отправки', submittedDate: 'Дата отправки',
lastUpdatedDate: 'Дата обновления', lastUpdatedDate: 'Дата обновления',
@ -877,24 +859,20 @@ export default {
country: 'Страна и регион', country: 'Страна и регион',
language: 'Язык', language: 'Язык',
googleScholar: 'Google Scholar', googleScholar: 'Google Scholar',
googleScholarDescription: googleScholarDescription: 'Ищет на https://scholar.google.com/.',
'Ищет на https://scholar.google.com/.',
yearLow: 'Год от', yearLow: 'Год от',
yearHigh: 'Год до', yearHigh: 'Год до',
patents: 'Патенты', patents: 'Патенты',
data: 'Данные', data: 'Данные',
deepL: 'DeepL', deepL: 'DeepL',
deepLDescription: deepLDescription: 'Перевод с помощью https://www.deepl.com/.',
'Перевод с помощью https://www.deepl.com/.',
authKey: 'Ключ авторизации', authKey: 'Ключ авторизации',
sourceLang: 'Исходный язык', sourceLang: 'Исходный язык',
targetLang: 'Целевой язык', targetLang: 'Целевой язык',
gitHub: 'GitHub', gitHub: 'GitHub',
gitHubDescription: gitHubDescription: 'Ищет репозитории на https://github.com/.',
'Ищет репозитории на https://github.com/.',
baiduFanyi: 'BaiduFanyi', baiduFanyi: 'BaiduFanyi',
baiduFanyiDescription: baiduFanyiDescription: 'Перевод с помощью https://fanyi.baidu.com/.',
'Перевод с помощью https://fanyi.baidu.com/.',
appid: 'App ID', appid: 'App ID',
secretKey: 'Секретный ключ', secretKey: 'Секретный ключ',
domain: 'Домен', domain: 'Домен',
@ -1062,8 +1040,7 @@ export default {
yahooFinanceDescription: yahooFinanceDescription:
'Запрашивает информацию о публичной компании по тикеру.', 'Запрашивает информацию о публичной компании по тикеру.',
crawler: 'Веб-краулер', crawler: 'Веб-краулер',
crawlerDescription: crawlerDescription: 'Скачивает HTML-код с указанного URL.',
'Скачивает HTML-код с указанного URL.',
proxy: 'Прокси', proxy: 'Прокси',
crawlerResultOptions: { crawlerResultOptions: {
html: 'Html', html: 'Html',
@ -1077,8 +1054,7 @@ export default {
balanceSheet: 'Баланс', balanceSheet: 'Баланс',
cashFlowStatement: 'Отчет о движении денежных средств', cashFlowStatement: 'Отчет о движении денежных средств',
jin10: 'Jin10', jin10: 'Jin10',
jin10Description: jin10Description: 'Получает финансовую информацию с Jin10 Open Platform.',
'Получает финансовую информацию с Jin10 Open Platform.',
flashType: 'Тип новости', flashType: 'Тип новости',
filter: 'Фильтр', filter: 'Фильтр',
contain: 'Содержит', contain: 'Содержит',
@ -1265,13 +1241,13 @@ export default {
'Выберите базы знаний для ассистента или переменные с ID баз знаний.', 'Выберите базы знаний для ассистента или переменные с ID баз знаний.',
knowledgeBaseVars: 'Переменные базы знаний', knowledgeBaseVars: 'Переменные базы знаний',
code: 'Код', code: 'Код',
codeDescription: 'Позволяет разработчикам писать пользовательскую логику на Python.', codeDescription:
'Позволяет разработчикам писать пользовательскую логику на Python.',
inputVariables: 'Входные переменные', inputVariables: 'Входные переменные',
runningHintText: 'выполняется...🕞', runningHintText: 'выполняется...🕞',
openingSwitch: 'Приветствие', openingSwitch: 'Приветствие',
openingCopy: 'Приветственное сообщение', openingCopy: 'Приветственное сообщение',
openingSwitchTip: openingSwitchTip: 'Пользователи увидят это приветствие в начале.',
'Пользователи увидят это приветствие в начале.',
modeTip: 'Режим определяет, как запускается рабочий процесс.', modeTip: 'Режим определяет, как запускается рабочий процесс.',
beginInputTip: beginInputTip:
'Определите входные параметры для доступа в последующих процессах.', 'Определите входные параметры для доступа в последующих процессах.',