repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/recreate_vector_store_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/recreate_vector_store_param.py |
from pydantic import BaseModel, Field
from open_chatcaht._constants import VS_TYPE, EMBEDDING_MODEL, CHUNK_SIZE, OVERLAP_SIZE, ZH_TITLE_ENHANCE
class RecreateVectorStoreParam(BaseModel):
knowledge_base_name: str = Field(..., examples=["samples"], description='知识库名称'),
allow_empty_kb: bool = Field(True),
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/__init__.py | libs/python-sdk/open_chatcaht/types/knowledge_base/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/update_kb_info_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/update_kb_info_param.py | from pydantic import BaseModel, Field
class UpdateKbInfoParam(BaseModel):
knowledge_base_name: str = Field(
..., description="知识库名称", examples=["samples"]
),
kb_info: str = Field(..., description="知识库介绍", examples=["这是一个知识库"]),
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/summary/summary_doc_ids_to_vector_store_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/summary/summary_doc_ids_to_vector_store_param.py | from typing import Optional, List
from pydantic import Field, BaseModel
from open_chatcaht._constants import VS_TYPE, EMBEDDING_MODEL
class SummaryDocIdsToVectorStoreParam(BaseModel):
knowledge_base_name: str = Field(..., examples=["samples"]),
doc_ids: List = Field([], examples=[["uuid"]]),
vs_type: st... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/summary/summary_file_to_vector_store_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/summary/summary_file_to_vector_store_param.py | from typing import Optional
from pydantic import Field, BaseModel
from open_chatcaht._constants import VS_TYPE, EMBEDDING_MODEL
class SummaryFileToVectorStoreParam(BaseModel):
knowledge_base_name: str = Field(..., examples=["samples"]),
file_name: str = Field(..., examples=["test.pdf"]),
allow_empty_kb:... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/summary/recreate_summary_vector_store_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/summary/recreate_summary_vector_store_param.py | from typing import Optional
from pydantic import Field, BaseModel
from open_chatcaht._constants import VS_TYPE, EMBEDDING_MODEL
class RecreateSummaryVectorStoreParam(BaseModel):
knowledge_base_name: str = Field(..., examples=["samples"]),
allow_empty_kb: bool = Field(True),
vs_type: str = Field(VS_TYPE)... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/summary/__init__.py | libs/python-sdk/open_chatcaht/types/knowledge_base/summary/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/upload_temp_docs_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/upload_temp_docs_param.py | from typing import Union, List
from pydantic import BaseModel, Field
from open_chatcaht._constants import CHUNK_SIZE, OVERLAP_SIZE, ZH_TITLE_ENHANCE
class UploadTempDocsParam(BaseModel):
prev_id: str = Field(None, description="前知识库ID"),
chunk_size: int = Field(CHUNK_SIZE, description="知识库中单段文本最大长度"),
chu... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/delete_kb_docs_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/delete_kb_docs_param.py | from typing import List
from pydantic import BaseModel, Field
class DeleteKbDocsParam(BaseModel):
knowledge_base_name: str = Field(..., examples=["samples"]),
file_names: List[str] = Field(..., examples=[["file_name.md", "test.txt"]]),
delete_content: bool = Field(False),
not_refresh_vs_cache: bool =... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/upload_kb_docs_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/upload_kb_docs_param.py | from pydantic import BaseModel, Field
from open_chatcaht._constants import CHUNK_SIZE, OVERLAP_SIZE, ZH_TITLE_ENHANCE
class UploadKbDocsParam(BaseModel):
knowledge_base_name: str = Field(
..., description="知识库名称", examples=["samples"]
),
override: bool = Field(False, description="覆盖已有文件"),
to_... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/search_kb_docs_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/search_kb_docs_param.py | from pydantic import BaseModel, Field
from open_chatcaht._constants import VECTOR_SEARCH_TOP_K, SCORE_THRESHOLD
class SearchKbDocsParam(BaseModel):
query: str = Field(description="检索内容")
knowledge_base_name: str = Field(description="知识库名称")
top_k: int = Field(default=VECTOR_SEARCH_TOP_K, description="匹配向... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/download_kb_doc_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/download_kb_doc_param.py | from typing import List
from pydantic import BaseModel, Field
class DownloadKbDocParam(BaseModel):
knowledge_base_name: str = Field(
..., description="知识库名称", examples=["samples"]
),
file_name: str = Field(..., description="文件名称", examples=["test.txt"]),
preview: bool = Field(False, descripti... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/__init__.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/search_temp_docs_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/search_temp_docs_param.py | from pydantic import BaseModel, Field
from open_chatcaht._constants import VECTOR_SEARCH_TOP_K, SCORE_THRESHOLD
class SearchTempDocsParam(BaseModel):
knowledge_id: str
query: str
top_k: int = Field(default=VECTOR_SEARCH_TOP_K, description="匹配向量数")
score_threshold: float = Field(default=SCORE_THRESHOL... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/knowledge_base/doc/list_kb_docs_file_param.py | libs/python-sdk/open_chatcaht/types/knowledge_base/doc/list_kb_docs_file_param.py | from pydantic import BaseModel, Field
class ListKbDocsFileParam(BaseModel):
knowledge_base_name: str = Field(description="知识库名称")
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/server/__init__.py | libs/python-sdk/open_chatcaht/types/server/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/response/__init__.py | libs/python-sdk/open_chatcaht/types/response/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/python-sdk/open_chatcaht/types/response/base.py | libs/python-sdk/open_chatcaht/types/response/base.py | from typing import Any, List
from pydantic import BaseModel, Field
class BaseResponse(BaseModel):
code: int = Field(200, description="API status code")
msg: str = Field("success", description="API status message")
data: Any = Field(None, description="API data")
class Config:
json_schema_extr... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/scripts/check_imports.py | libs/chatchat-server/scripts/check_imports.py | import random
import string
import sys
import traceback
from importlib.machinery import SourceFileLoader
if __name__ == "__main__":
files = sys.argv[1:]
has_failure = False
for file in files:
try:
module_name = "".join(
random.choice(string.ascii_letters) for _ in range(... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/__init__.py | libs/chatchat-server/langchain_chatchat/__init__.py |
from langchain_chatchat.agents import PlatformToolsRunnable
from langchain_chatchat.chat_models import ChatPlatformAI
__all__ = [
"ChatPlatformAI",
"PlatformToolsRunnable",
]
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/chat_models/platform_tools_message.py | libs/chatchat-server/langchain_chatchat/chat_models/platform_tools_message.py | # -*- coding: utf-8 -*-
import json
from typing import Any, Dict, List, Literal, Union
from langchain_core.messages import AIMessage
from langchain_core.messages.base import (
BaseMessage,
BaseMessageChunk,
merge_content,
)
from langchain_core.messages.tool import (
InvalidToolCall,
ToolCall,
T... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/chat_models/__init__.py | libs/chatchat-server/langchain_chatchat/chat_models/__init__.py | # -*- coding: utf-8 -*-
from langchain_chatchat.chat_models.base import ChatPlatformAI
__all__ = [
"ChatPlatformAI",
]
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/chat_models/base.py | libs/chatchat-server/langchain_chatchat/chat_models/base.py | # -*- coding: utf-8 -*-
"""OpenAI chat wrapper."""
from __future__ import annotations
import logging
import os
from typing import (
TYPE_CHECKING,
Any,
AsyncIterator,
Callable,
Dict,
Iterator,
List,
Literal,
Mapping,
Optional,
Sequence,
Tuple,
Type,
TypedDict,
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/all_tools_agent.py | libs/chatchat-server/langchain_chatchat/agents/all_tools_agent.py | # -*- coding: utf-8 -*-
from __future__ import annotations
import asyncio
import logging
import time
from typing import (
Any,
Dict,
List,
Optional,
Tuple, Union,
Sequence
)
from langchain.agents.agent import AgentExecutor
from langchain.agents.tools import InvalidTool
from langchain.utilities... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/__init__.py | libs/chatchat-server/langchain_chatchat/agents/__init__.py | # -*- coding: utf-8 -*-
from langchain_chatchat.agents.platform_tools import PlatformToolsRunnable
__all__ = ["PlatformToolsRunnable"]
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/platform_tools/schema.py | libs/chatchat-server/langchain_chatchat/agents/platform_tools/schema.py | # -*- coding: utf-8 -*-
import json
import uuid
from abc import abstractmethod
from enum import Enum, auto
from numbers import Number
from typing import Any, Dict, List, Optional, Union
from openai import BaseModel
from typing_extensions import ClassVar, Self
from langchain_chatchat.utils.__init__ import PYDANTIC_V2
f... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/platform_tools/__init__.py | libs/chatchat-server/langchain_chatchat/agents/platform_tools/__init__.py | # -*- coding: utf-8 -*-
from langchain_chatchat.agents.platform_tools.base import (
PlatformToolsRunnable,
)
from langchain_chatchat.agents.platform_tools.schema import (
PlatformToolsAction,
PlatformToolsActionToolEnd,
PlatformToolsActionToolStart,
PlatformToolsBaseComponent,
PlatformToolsFinis... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/platform_tools/base.py | libs/chatchat-server/langchain_chatchat/agents/platform_tools/base.py | # -*- coding: utf-8 -*-
import asyncio
import json
import logging
from typing import (
Any,
AsyncIterable,
Awaitable,
Callable,
Dict,
List,
Optional,
Sequence,
Tuple,
Type,
Union,
)
import os
import sys
from langchain import hub
from langchain.agents import AgentExecutor
from... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/structured_chat/platform_knowledge_bind.py | libs/chatchat-server/langchain_chatchat/agents/structured_chat/platform_knowledge_bind.py | # -*- coding: utf-8 -*-
from datetime import datetime
from typing import Sequence, Union, List, Dict, Any
from langchain_core.language_models import BaseLanguageModel
from langchain_core.prompts.chat import ChatPromptTemplate
from langchain_core.runnables import Runnable, RunnablePassthrough
from langchain_core.tools ... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/structured_chat/qwen_agent.py | libs/chatchat-server/langchain_chatchat/agents/structured_chat/qwen_agent.py | import json
import logging
import re
from typing import Optional, Sequence, Union, List, Dict, Any
from langchain.prompts.chat import ChatPromptTemplate
from langchain.schema import AgentAction, AgentFinish, OutputParserException
from langchain.schema.language_model import BaseLanguageModel
from langchain.tools.base i... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/structured_chat/structured_chat_agent.py | libs/chatchat-server/langchain_chatchat/agents/structured_chat/structured_chat_agent.py | from langchain_chatchat.agents.output_parsers import PlatformToolsAgentOutputParser
from typing import Optional, Sequence, Union, List, Dict, Any
from langchain.prompts.chat import ChatPromptTemplate
from langchain.schema.language_model import BaseLanguageModel
from langchain.tools.base import BaseTool
from langchain_... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/structured_chat/glm3_agent.py | libs/chatchat-server/langchain_chatchat/agents/structured_chat/glm3_agent.py | """
This file is a modified version for ChatGLM3-6B the original glm3_agent.py file from the langchain repo.
"""
import json
import logging
from typing import Optional, Sequence, Union, List, Dict, Any
from langchain.prompts.chat import ChatPromptTemplate
from langchain.schema import AgentAction, AgentFinish, OutputP... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/structured_chat/platform_tools_bind.py | libs/chatchat-server/langchain_chatchat/agents/structured_chat/platform_tools_bind.py | # -*- coding: utf-8 -*-
from typing import Sequence, Union, List, Dict, Any
from langchain.agents.agent import NextStepOutput
from langchain_core.language_models import BaseLanguageModel
from langchain_core.prompts.chat import ChatPromptTemplate
from langchain_core.runnables import Runnable, RunnablePassthrough
from l... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/structured_chat/__init__.py | libs/chatchat-server/langchain_chatchat/agents/structured_chat/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/format_scratchpad/all_tools.py | libs/chatchat-server/langchain_chatchat/agents/format_scratchpad/all_tools.py | # -*- coding: utf-8 -*-
import json
from typing import List, Sequence, Tuple, Union
from langchain.agents.output_parsers.tools import ToolAgentAction
from langchain_core.agents import AgentAction
from langchain_core.messages import (
AIMessage,
HumanMessage,
BaseMessage,
ToolMessage,
)
from langchain_c... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/structured_chat_output_parsers.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/structured_chat_output_parsers.py | from __future__ import annotations
import json
import re
from typing import Any, List, Sequence, Tuple, Union
from langchain.agents.structured_chat.output_parser import StructuredChatOutputParser
from langchain.schema import (
AgentAction,
AgentFinish,
AIMessage,
HumanMessage,
OutputParserExceptio... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/qwen_output_parsers.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/qwen_output_parsers.py | from __future__ import annotations
import json
import logging
import re
from functools import partial
from operator import itemgetter
from typing import Any, List, Sequence, Tuple, Union
from langchain.agents.agent import AgentExecutor, RunnableAgent
from langchain.agents.structured_chat.output_parser import Structur... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/platform_tools.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/platform_tools.py | # -*- coding: utf-8 -*-
from typing import List, Union
from langchain.agents.agent import MultiActionAgentOutputParser, AgentOutputParser
from langchain.agents.output_parsers.tools import ToolAgentAction
from langchain.agents.structured_chat.output_parser import StructuredChatOutputParser
from langchain_core.agents im... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/glm3_output_parsers.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/glm3_output_parsers.py | """
This file is a modified version for ChatGLM3-6B the original glm3_agent.py file from the langchain repo.
"""
import json
import logging
from typing import Optional, Sequence, Union
import re
import langchain_core.messages
import langchain_core.prompts
from langchain.agents.agent import AgentOutputParser
from langc... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/__init__.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/__init__.py | # -*- coding: utf-8 -*-
"""Parsing utils to go from string to AgentAction or Agent Finish.
AgentAction means that an action should be taken.
This contains the name of the tool to use, the input to pass to that tool,
and a `log` variable (which contains a log of the agent's thinking).
AgentFinish means that a response... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/platform_knowledge_output_parsers.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/platform_knowledge_output_parsers.py | from __future__ import annotations
import json
import logging
import re
from functools import partial
from operator import itemgetter
from typing import Any, List, Sequence, Tuple, Union
from langchain.agents.agent import AgentExecutor, RunnableAgent
from langchain.agents.output_parsers import ToolsAgentOutputParser
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/web_browser.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/web_browser.py | # -*- coding: utf-8 -*-
import logging
from collections import deque
from typing import Deque, List, Union
from langchain.agents.output_parsers.tools import ToolAgentAction
from langchain_core.exceptions import OutputParserException
from langchain_core.messages import (
BaseMessage,
)
from langchain_core.utils.jso... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/tools.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/tools.py | # -*- coding: utf-8 -*-
import json
import logging
from collections import deque
from json import JSONDecodeError
from typing import List, Union
from langchain_core.agents import AgentAction, AgentFinish
from langchain_core.exceptions import OutputParserException
from langchain_core.messages import (
AIMessage,
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/function.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/function.py | # -*- coding: utf-8 -*-
import logging
from collections import deque
from typing import Deque, List, Union
from langchain.agents.output_parsers.tools import ToolAgentAction
from langchain_core.exceptions import OutputParserException
from langchain_core.messages import (
BaseMessage,
)
from langchain_core.utils.jso... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/code_interpreter.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/code_interpreter.py | # -*- coding: utf-8 -*-
import logging
from collections import deque
from typing import Deque, List, Union
from langchain.agents.output_parsers.tools import ToolAgentAction
from langchain_core.exceptions import OutputParserException
from langchain_core.messages import (
BaseMessage,
)
from langchain_core.utils.jso... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/__init__.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/drawing_tool.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/drawing_tool.py | # -*- coding: utf-8 -*-
import logging
from collections import deque
from typing import Deque, List, Union
from langchain.agents.output_parsers.tools import ToolAgentAction
from langchain_core.exceptions import OutputParserException
from langchain_core.messages import (
BaseMessage,
)
from langchain_core.utils.jso... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/base.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/base.py | # -*- coding: utf-8 -*-
from typing import Any, Dict, Optional
from openai import BaseModel
class PlatformToolsMessageToolCall(BaseModel):
name: Optional[str]
args: Optional[Dict[str, Any]]
id: Optional[str]
class PlatformToolsMessageToolCallChunk(BaseModel):
name: Optional[str]
args: Optional[... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/_utils.py | libs/chatchat-server/langchain_chatchat/agents/output_parsers/tools_output/_utils.py | # -*- coding: utf-8 -*-
# Function to find positions of object() instances
def find_object_positions(log_chunk, obj):
return [i for i, x in enumerate(log_chunk) if x == obj]
# Function to concatenate segments based on object positions
def concatenate_segments(log_chunk, positions):
segments = []
start = 0... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agents/react/create_prompt_template.py | libs/chatchat-server/langchain_chatchat/agents/react/create_prompt_template.py | from __future__ import annotations
import langchain_core.messages
import langchain_core.prompts
from langchain.prompts.chat import ChatPromptTemplate
from chatchat.server.pydantic_v1 import Field, model_schema, typing
def create_prompt_glm3_template(model_name: str, template: dict):
SYSTEM_PROMPT = template.get... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/utils/history.py | libs/chatchat-server/langchain_chatchat/utils/history.py | # -*- coding: utf-8 -*-
import logging
from functools import lru_cache
from typing import Any, Dict, List, Tuple, Union
from langchain.prompts.chat import ChatMessagePromptTemplate
from langchain_core.messages import (
AIMessage,
AIMessageChunk,
BaseMessage,
BaseMessageChunk,
ChatMessage,
ChatM... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/utils/try_parse_json_object.py | libs/chatchat-server/langchain_chatchat/utils/try_parse_json_object.py | # Copyright (c) 2024 Microsoft Corporation.
# Licensed under the MIT License
"""Utility functions for the OpenAI API."""
import json
import logging
import re
import ast
from json_repair import repair_json
log = logging.getLogger(__name__)
def try_parse_ast_to_json(function_string: str) -> tuple[str, dict]:
""... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/utils/__init__.py | libs/chatchat-server/langchain_chatchat/utils/__init__.py | # -*- coding: utf-8 -*-
from langchain_chatchat.utils.history import History
import pydantic
PYDANTIC_V2 = pydantic.VERSION.startswith("2.")
__all__ = ["History", "PYDANTIC_V2"] | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/callbacks/agent_callback_handler.py | libs/chatchat-server/langchain_chatchat/callbacks/agent_callback_handler.py | # -*- coding: utf-8 -*-
from __future__ import annotations
from typing import Generic, Iterable, TypeVar
import asyncio
import json
from typing import List, Tuple, Any, Awaitable, Callable, Dict, Optional
from uuid import UUID
from enum import Enum
from langchain_core.load import dumpd, dumps, load, loads
from langch... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/callbacks/__init__.py | libs/chatchat-server/langchain_chatchat/callbacks/__init__.py | # -*- coding: utf-8 -*-
"""**Callback handlers** allow listening to events in LangChain.
**Class hierarchy:**
.. code-block::
BaseCallbackHandler --> <name>CallbackHandler # Example: AimCallbackHandler
"""
from langchain_chatchat.callbacks.agent_callback_handler import (
AgentExecutorAsyncIteratorCallbackHa... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/callbacks/core/protocol.py | libs/chatchat-server/langchain_chatchat/callbacks/core/protocol.py | from __future__ import annotations
from typing import Generic, Iterable, TypeVar
from pydantic import BaseModel, field_validator
from datetime import datetime
class FunctionCall(BaseModel):
run_id: str
call_id: str
class FunctionCallStatus(BaseModel):
requested_at: datetime | None = None
responded_... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/__init__.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/__init__.py | # -*- coding: utf-8 -*-
from langchain_chatchat.agent_toolkits.all_tools import AdapterAllTool, BaseToolOutput
__all__ = ["BaseToolOutput", "AdapterAllTool"]
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/mcp_kit/prompts.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/mcp_kit/prompts.py | """
source https://github.com/langchain-ai/langchain-mcp-adapters
"""
from typing import Any, Optional
from langchain_core.messages import AIMessage, HumanMessage
from mcp import ClientSession
from mcp.types import PromptMessage
def convert_mcp_prompt_message_to_langchain_message(
message: PromptMessage,
) ... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/mcp_kit/client.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/mcp_kit/client.py | """
source https://github.com/langchain-ai/langchain-mcp-adapters
"""
import os
from contextlib import AsyncExitStack
from types import TracebackType
from typing import Any, Literal, Optional, TypedDict, cast
from langchain_core.messages import AIMessage, HumanMessage
from langchain_core.tools import BaseTool
from mc... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/mcp_kit/tools.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/mcp_kit/tools.py | """
source https://github.com/langchain-ai/langchain-mcp-adapters
"""
from typing import Any, Type, Dict
import inspect
from mcp.server.fastmcp.utilities.func_metadata import ArgModelBase
from langchain_core.tools import BaseTool, StructuredTool, ToolException
from mcp import ClientSession
from mcp.types import (
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/web_browser_tool.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/web_browser_tool.py | # -*- coding: utf-8 -*-
import logging
from dataclasses import dataclass
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
from langchain_core.agents import AgentAction
from langchain_core.callbacks import (
AsyncCallbackManagerForChainRun,
AsyncCallbackManagerForToolRun,
CallbackMa... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/registry.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/registry.py | # -*- coding: utf-8 -*-
from typing import Dict, Type
from langchain_chatchat.agent_toolkits import AdapterAllTool
from langchain_chatchat.agent_toolkits.all_tools.code_interpreter_tool import (
CodeInterpreterAdapterAllTool,
)
from langchain_chatchat.agent_toolkits.all_tools.drawing_tool import (
DrawingAdapt... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/struct_type.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/struct_type.py | # -*- coding: utf-8 -*-
"""IndexStructType class."""
from enum import Enum
class AdapterAllToolStructType(str, Enum):
"""
Attributes:
DICT ("dict"):
"""
# TODO: refactor so these are properties on the base class
CODE_INTERPRETER = "code_interpreter"
DRAWING_TOOL = "drawing_tool"
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/code_interpreter_tool.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/code_interpreter_tool.py | # -*- coding: utf-8 -*-
import json
import logging
from dataclasses import dataclass
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
from langchain_core.agents import AgentAction
from langchain_core.callbacks import (
AsyncCallbackManagerForChainRun,
AsyncCallbackManagerForToolRun,
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/__init__.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/__init__.py | # -*- coding: utf-8 -*-
from langchain_chatchat.agent_toolkits.all_tools.tool import (
AdapterAllTool,
BaseToolOutput,
)
__all__ = ["BaseToolOutput", "AdapterAllTool"]
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/drawing_tool.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/drawing_tool.py | # -*- coding: utf-8 -*-
import logging
from dataclasses import dataclass
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
from langchain_core.agents import AgentAction
from langchain_core.callbacks import (
AsyncCallbackManagerForChainRun,
AsyncCallbackManagerForToolRun,
CallbackMa... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/tool.py | libs/chatchat-server/langchain_chatchat/agent_toolkits/all_tools/tool.py | # -*- coding: utf-8 -*-
"""platform adapter tool """
from __future__ import annotations
import json
import logging
from abc import abstractmethod
from dataclasses import dataclass
from typing import (
Any,
Dict,
Generic,
Optional,
Tuple,
TypeVar,
Union,
List,
Callable
)
from langc... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/embeddings/__init__.py | libs/chatchat-server/langchain_chatchat/embeddings/__init__.py | # -*- coding: utf-8 -*-
__all__ = [
"ZhipuAIAIEmbeddings",
]
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/langchain_chatchat/embeddings/zhipuai.py | libs/chatchat-server/langchain_chatchat/embeddings/zhipuai.py | # -*- coding: utf-8 -*-
from __future__ import annotations
import logging
import os
import warnings
from typing import (
Any,
Dict,
Iterable,
List,
Literal,
Mapping,
Optional,
Sequence,
Set,
Tuple,
Union,
cast,
)
from langchain_core.embeddings import Embeddings
from lan... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/cli.py | libs/chatchat-server/chatchat/cli.py | import click
from pathlib import Path
import shutil
import typing as t
from chatchat.startup import main as startup_main
from chatchat.init_database import main as kb_main, create_tables, folder2db
from chatchat.settings import Settings
from chatchat.utils import build_logger
from chatchat.server.utils import get_defa... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/pydantic_settings_file.py | libs/chatchat-server/chatchat/pydantic_settings_file.py | from __future__ import annotations
from functools import cached_property
from io import StringIO
import os
from pathlib import Path
import typing as t
from memoization import cached, CachingAlgorithmFlag
from pydantic import BaseModel, Field, ConfigDict, computed_field
from pydantic_settings import BaseSettings, Pyda... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui.py | libs/chatchat-server/chatchat/webui.py | import sys
import streamlit as st
import streamlit_antd_components as sac
from chatchat import __version__
from chatchat.server.utils import api_address
from chatchat.webui_pages.dialogue.dialogue import dialogue_page
from chatchat.webui_pages.kb_chat import kb_chat
from chatchat.webui_pages.mcp import mcp_managemen... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/startup.py | libs/chatchat-server/chatchat/startup.py | import asyncio
import logging
import logging.config
import multiprocessing as mp
import os
import sys
from contextlib import asynccontextmanager
from multiprocessing import Process
# 设置numexpr最大线程数，默认为CPU核心数
try:
import numexpr
n_cores = numexpr.utils.detect_number_of_cores()
os.environ["NUMEXPR_MAX_THREA... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/utils.py | libs/chatchat-server/chatchat/utils.py | from functools import partial
import logging
import os
import time
import typing as t
import loguru
import loguru._logger
from memoization import cached, CachingAlgorithmFlag
from chatchat.settings import Settings
def _filter_logs(record: dict) -> bool:
# hide debug logs if Settings.basic_settings.log_verbose=Fa... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/settings.py | libs/chatchat-server/chatchat/settings.py | from __future__ import annotations
import os
from pathlib import Path
import sys
import typing as t
import nltk
from chatchat import __version__
from chatchat.pydantic_settings_file import *
# chatchat 数据目录，必须通过环境变量设置。如未设置则自动使用当前目录。
CHATCHAT_ROOT = Path(os.environ.get("CHATCHAT_ROOT", ".")).resolve()
XF_MODELS_TY... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | true |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/__init__.py | libs/chatchat-server/chatchat/__init__.py | __version__ = "0.3.1.3"
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/init_database.py | libs/chatchat-server/chatchat/init_database.py | # Description: 初始化数据库，包括创建表、导入数据、更新向量空间等操作
from datetime import datetime
import multiprocessing as mp
import sys
import time
from typing import Dict
import click
from chatchat.settings import Settings
from chatchat.server.knowledge_base.migrate import (
create_tables,
folder2db,
import_from_db,
prune_... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/utils.py | libs/chatchat-server/chatchat/webui_pages/utils.py | # 该文件封装了对api.py的请求，可以被不同的webui使用
# 通过ApiRequest和AsyncApiRequest支持同步/异步调用
import base64
import contextlib
import json
import logging
import os
from io import BytesIO
from pathlib import Path
from typing import *
import httpx
from chatchat.settings import Settings
from chatchat.server.utils import api_address, get_htt... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/kb_chat.py | libs/chatchat-server/chatchat/webui_pages/kb_chat.py | from datetime import datetime
import uuid
from typing import List, Dict
import openai
import streamlit as st
import streamlit_antd_components as sac
from streamlit_chatbox import *
from streamlit_extras.bottom_container import bottom
from chatchat.settings import Settings
from chatchat.server.knowledge_base.utils imp... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/__init__.py | libs/chatchat-server/chatchat/webui_pages/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/model_config/model_config.py | libs/chatchat-server/chatchat/webui_pages/model_config/model_config.py | import streamlit as st
from chatchat.webui_pages.utils import *
def model_config_page(api: ApiRequest):
pass
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/model_config/__init__.py | libs/chatchat-server/chatchat/webui_pages/model_config/__init__.py | from .model_config import model_config_page
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/dialogue/dialogue.py | libs/chatchat-server/chatchat/webui_pages/dialogue/dialogue.py | import base64
import hashlib
import io
import os
import uuid
from datetime import datetime
from PIL import Image as PILImage
from typing import Dict, List
from urllib.parse import urlencode
# from audio_recorder_streamlit import audio_recorder
import openai
import streamlit as st
import streamlit_antd_components as sa... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/dialogue/utils.py | libs/chatchat-server/chatchat/webui_pages/dialogue/utils.py | import base64
import os
from io import BytesIO
import streamlit as st
def encode_file_to_base64(file):
# 将文件内容转换为 Base64 编码
buffer = BytesIO()
buffer.write(file.read())
return base64.b64encode(buffer.getvalue()).decode()
def process_files(files):
result = {"videos": [], "images": [], "audios": ... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/dialogue/__init__.py | libs/chatchat-server/chatchat/webui_pages/dialogue/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py | libs/chatchat-server/chatchat/webui_pages/knowledge_base/knowledge_base.py | import os
import time
from typing import Dict, Literal, Tuple
import pandas as pd
import streamlit as st
import streamlit_antd_components as sac
from st_aggrid import AgGrid, JsCode
from st_aggrid.grid_options_builder import GridOptionsBuilder
from streamlit_antd_components.utils import ParseItems
from chatchat.setti... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py | libs/chatchat-server/chatchat/webui_pages/knowledge_base/__init__.py | from .knowledge_base import knowledge_base_page
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/mcp/dialogue.py | libs/chatchat-server/chatchat/webui_pages/mcp/dialogue.py | import streamlit as st
import streamlit_antd_components as sac
from chatchat.webui_pages.utils import *
from chatchat.settings import Settings
import requests
import json
def mcp_management_page(api: ApiRequest, is_lite: bool = False):
"""
MCP管理页面 - 连接器设置界面
采用超感官极简主义×液态数字形态主义设计风格
使用Streamlit语法实现
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | true |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/webui_pages/mcp/__init__.py | libs/chatchat-server/chatchat/webui_pages/mcp/__init__.py | """
MCP管理页面模块
"""
from .dialogue import mcp_management_page
__all__ = ["mcp_management_page"] | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/llm_api_shutdown.py | libs/chatchat-server/chatchat/server/llm_api_shutdown.py | """
调用示例：
python llm_api_shutdown.py --serve all
可选"all","controller","model_worker","openai_api_server"， all表示停止所有服务
"""
import os
import sys
sys.path.append(os.path.dirname(os.path.dirname(__file__)))
import argparse
import subprocess
parser = argparse.ArgumentParser()
parser.add_argument(
"--serve",
choic... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/llm_api_stale.py | libs/chatchat-server/chatchat/server/llm_api_stale.py | """
调用示例: python llm_api_stale.py --model-path-address THUDM/chatglm2-6b@localhost@7650 THUDM/chatglm2-6b-32k@localhost@7651
其他fastchat.server.controller/worker/openai_api_server参数可按照fastchat文档调用
但少数非关键参数如--worker-address,--allowed-origins,--allowed-methods,--allowed-headers不支持
"""
import os
import sys
sys.path.appen... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/pydantic_v2.py | libs/chatchat-server/chatchat/server/pydantic_v2.py | from pydantic import *
from pydantic import typing
from pydantic.fields import FieldInfo
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/localai_embeddings.py | libs/chatchat-server/chatchat/server/localai_embeddings.py | from __future__ import annotations
import logging
import warnings
from typing import (
Any,
Callable,
Dict,
List,
Literal,
Optional,
Sequence,
Set,
Tuple,
Union,
)
from langchain_community.utils.openai import is_openai_v1
from langchain_core.embeddings import Embeddings
from la... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/webui_allinone_stale.py | libs/chatchat-server/chatchat/server/webui_allinone_stale.py | """Usage
加载本地模型：
python webui_allinone.py
调用远程api服务：
python webui_allinone.py --use-remote-api
后台运行webui服务：
python webui_allinone.py --nohup
加载多个非默认模型：
python webui_allinone.py --model-path-address model1@host1@port1 model2@host2@port2
多卡启动：
python webui_alline.py --model-path-address model@host@port --num-gpus 2 ... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/utils.py | libs/chatchat-server/chatchat/server/utils.py | import asyncio
import multiprocessing as mp
import os
import socket
import sys
from concurrent.futures import ProcessPoolExecutor, ThreadPoolExecutor, as_completed
from pathlib import Path
from urllib.parse import urlparse
from typing import (
Any,
Awaitable,
Callable,
Dict,
Generator,
List,
... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | true |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/pydantic_v1.py | libs/chatchat-server/chatchat/server/pydantic_v1.py | from langchain_core.pydantic_v1 import *
from pydantic.v1.fields import FieldInfo
from pydantic.v1.schema import model_schema
from pydantic.v1.typing import typing
| python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/__init__.py | libs/chatchat-server/chatchat/server/__init__.py | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false | |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/api_allinone_stale.py | libs/chatchat-server/chatchat/server/api_allinone_stale.py | """Usage
调用默认模型：
python server/api_allinone.py
加载多个非默认模型：
python server/api_allinone.py --model-path-address model1@host1@port1 model2@host2@port2
多卡启动：
python server/api_allinone.py --model-path-address model@host@port --num-gpus 2 --gpus 0,1 --max-gpu-memory 10GiB
"""
import os
import sys
sys.path.append(os.path... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/chat/file_chat.py | libs/chatchat-server/chatchat/server/chat/file_chat.py | import asyncio
import json
import logging
import os
from typing import AsyncIterable, List, Optional
import nest_asyncio
from fastapi import Body, File, Form, UploadFile
from langchain.callbacks import AsyncIteratorCallbackHandler
from langchain.chains import LLMChain
from langchain.prompts.chat import ChatPromptTempl... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
chatchat-space/Langchain-Chatchat | https://github.com/chatchat-space/Langchain-Chatchat/blob/49165d6af4438aa7e8a1f71ce276db55f4405151/libs/chatchat-server/chatchat/server/chat/human_message_event.py | libs/chatchat-server/chatchat/server/chat/human_message_event.py | from fastapi import Body
from chatchat.utils import build_logger
from chatchat.server.db.repository import get_human_message_event_by_id, update_human_message_event, \
add_human_message_event_to_db, list_human_message_event
from chatchat.server.utils import BaseResponse
logger = build_logger()
def function_call... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
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