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/chatchat-server/chatchat/server/chat/feedback.py | libs/chatchat-server/chatchat/server/chat/feedback.py | from fastapi import Body
from chatchat.utils import build_logger
from chatchat.server.db.repository import feedback_message_to_db
from chatchat.server.utils import BaseResponse
logger = build_logger()
def chat_feedback(
message_id: str = Body("", max_length=32, description="聊天记录id"),
score: int = Body(0, ma... | 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/chat.py | libs/chatchat-server/chatchat/server/chat/chat.py | import asyncio
import json
import uuid
import os
from chatchat.server.db.repository.message_repository import filter_message
from typing import AsyncIterable, List, Union, Tuple
from langchain_core.load import dumpd, dumps, load, loads
from fastapi import Body
from langchain.chains import LLMChain
from langchain.promp... | 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/utils.py | libs/chatchat-server/chatchat/server/chat/utils.py | import logging
from functools import lru_cache
from typing import Dict, List, Tuple, Union
from langchain.prompts.chat import ChatMessagePromptTemplate
from chatchat.server.pydantic_v2 import BaseModel, Field
from chatchat.utils import build_logger
logger = build_logger()
class History(BaseModel):
"""
对话历... | 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/completion.py | libs/chatchat-server/chatchat/server/chat/completion.py | import asyncio
from typing import AsyncIterable, Optional
from fastapi import Body
from langchain.callbacks import AsyncIteratorCallbackHandler
from langchain.chains import LLMChain
from langchain.prompts import PromptTemplate
from sse_starlette.sse import EventSourceResponse
from chatchat.server.utils import get_Ope... | 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/kb_chat.py | libs/chatchat-server/chatchat/server/chat/kb_chat.py | from __future__ import annotations
import asyncio, json
import uuid
from typing import AsyncIterable, List, Optional, Literal
from fastapi import Body, Request
from fastapi.concurrency import run_in_threadpool
from sse_starlette.sse import EventSourceResponse
from langchain.callbacks import AsyncIteratorCallbackHandl... | 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_server/tool_routes.py | libs/chatchat-server/chatchat/server/api_server/tool_routes.py | from __future__ import annotations
import logging
from typing import List
from fastapi import APIRouter, Body, Request
from chatchat.server.utils import BaseResponse, get_tool, get_tool_config
from chatchat.utils import build_logger
logger = build_logger()
tool_router = APIRouter(prefix="/tools", tags=["Toolkits"... | 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_server/api_schemas.py | libs/chatchat-server/chatchat/server/api_server/api_schemas.py | from __future__ import annotations
import json
import time
from typing import Dict, List, Literal, Optional, Union
from fastapi import UploadFile
from openai.types.chat import (
ChatCompletionMessageParam,
ChatCompletionToolChoiceOptionParam,
ChatCompletionToolParam,
completion_create_params,
)
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/chatchat/server/api_server/mcp_routes.py | libs/chatchat-server/chatchat/server/api_server/mcp_routes.py | from datetime import datetime
from typing import List
from fastapi import APIRouter, Depends, HTTPException, Query
from fastapi.responses import JSONResponse
from chatchat.server.api_server.api_schemas import (
MCPConnectionCreate,
MCPConnectionUpdate,
MCPConnectionResponse,
MCPConnectionListResponse,... | 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_server/server_routes.py | libs/chatchat-server/chatchat/server/api_server/server_routes.py | from typing import Literal
from fastapi import APIRouter, Body
from chatchat.server.types.server.response.base import BaseResponse
from chatchat.settings import Settings
from chatchat.server.utils import get_prompt_template, get_server_configs
server_router = APIRouter(prefix="/server", tags=["Server State"])
avail... | 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_server/kb_routes.py | libs/chatchat-server/chatchat/server/api_server/kb_routes.py | from __future__ import annotations
from typing import List, Literal
from fastapi import APIRouter, Request
from chatchat.settings import Settings
from chatchat.server.api_server.api_schemas import OpenAIChatInput, OpenAIChatOutput
from chatchat.server.chat.file_chat import upload_temp_docs
from chatchat.server.chat.... | 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_server/chat_routes.py | libs/chatchat-server/chatchat/server/api_server/chat_routes.py | from __future__ import annotations
from typing import Dict, List
from fastapi import APIRouter, Request
from langchain.prompts.prompt import PromptTemplate
from sse_starlette import EventSourceResponse
from chatchat.server.api_server.api_schemas import OpenAIChatInput
from chatchat.server.chat.chat import chat
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/chatchat/server/api_server/server_app.py | libs/chatchat-server/chatchat/server/api_server/server_app.py | import argparse
import os
from typing import Literal
import uvicorn
from fastapi import Body, FastAPI
from fastapi.middleware.cors import CORSMiddleware
from fastapi.staticfiles import StaticFiles
from starlette.responses import RedirectResponse
from chatchat import __version__
from chatchat.settings import Settings
... | 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_server/openai_routes.py | libs/chatchat-server/chatchat/server/api_server/openai_routes.py | from __future__ import annotations
import asyncio
import base64
import os
import shutil
from contextlib import asynccontextmanager
from datetime import datetime
from pathlib import Path
from typing import AsyncGenerator, Dict, Iterable, Tuple
from fastapi import APIRouter, Request, HTTPException
from fastapi.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/chatchat/server/constant/response_code.py | libs/chatchat-server/chatchat/server/constant/response_code.py | class ResponseCode:
SUCCESS = 200
BAD_REQUEST = 400
NOT_FOUND = 404
INTERNAL_SERVER_ERROR = 500
| 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/constant/__init__.py | libs/chatchat-server/chatchat/server/constant/__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/reranker/reranker.py | libs/chatchat-server/chatchat/server/reranker/reranker.py | import os
import sys
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
from typing import Any, List, Optional, Sequence
from langchain.callbacks.manager import Callbacks
from langchain.retrievers.document_compressors.base import BaseDocumentCompressor
from langchain_core.documents import Do... | 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/db/__init__.py | libs/chatchat-server/chatchat/server/db/__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/db/session.py | libs/chatchat-server/chatchat/server/db/session.py | from contextlib import contextmanager
from functools import wraps
from sqlalchemy.orm import Session
from chatchat.server.db.base import SessionLocal
@contextmanager
def session_scope() -> Session:
"""上下文管理器用于自动获取 Session, 避免错误"""
session = SessionLocal()
try:
yield session
session.commi... | 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/db/base.py | libs/chatchat-server/chatchat/server/db/base.py | import json
from sqlalchemy import create_engine
from sqlalchemy.ext.declarative import DeclarativeMeta, declarative_base
from sqlalchemy.orm import sessionmaker
from chatchat.settings import Settings
engine = create_engine(
Settings.basic_settings.SQLALCHEMY_DATABASE_URI,
json_serializer=lambda obj: json.d... | 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/db/models/message_model.py | libs/chatchat-server/chatchat/server/db/models/message_model.py | from sqlalchemy import JSON, Column, DateTime, Integer, String, func
from chatchat.server.db.base import Base
class MessageModel(Base):
"""
聊天记录模型
"""
__tablename__ = "message"
id = Column(String(32), primary_key=True, comment="聊天记录ID")
conversation_id = Column(String(32), default=None, inde... | 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/db/models/human_message_event.py | libs/chatchat-server/chatchat/server/db/models/human_message_event.py | from sqlalchemy import JSON, Column, DateTime, Integer, String, func
from chatchat.server.db.base import Base
class HumanMessageEvent(Base):
"""
人类反馈消息事件模型
"""
__tablename__ = "human_message_event"
call_id = Column(String(32), primary_key=True, comment="聊天记录ID")
conversation_id = Column(Stri... | 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/db/models/conversation_model.py | libs/chatchat-server/chatchat/server/db/models/conversation_model.py | from sqlalchemy import JSON, Column, DateTime, Integer, String, func
from chatchat.server.db.base import Base
class ConversationModel(Base):
"""
聊天记录模型
"""
__tablename__ = "conversation"
id = Column(String(32), primary_key=True, comment="对话框ID")
name = Column(String(50), comment="对话框名称")
... | 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/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py | libs/chatchat-server/chatchat/server/db/models/knowledge_metadata_model.py | from sqlalchemy import JSON, Boolean, Column, DateTime, Float, Integer, String, func
from chatchat.server.db.base import Base
class SummaryChunkModel(Base):
"""
chunk summary模型，用于存储file_doc中每个doc_id的chunk 片段，
数据来源:
用户输入: 用户上传文件，可填写文件的描述，生成的file_doc中的doc_id，存入summary_chunk中
程序自动切分 对file_do... | 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/db/models/knowledge_base_model.py | libs/chatchat-server/chatchat/server/db/models/knowledge_base_model.py | from datetime import datetime
from typing import Optional
from pydantic import BaseModel
from sqlalchemy import Column, DateTime, Integer, String, func
from chatchat.server.db.base import Base
class KnowledgeBaseModel(Base):
"""
知识库模型
"""
__tablename__ = "knowledge_base"
id = Column(Integer, pr... | 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/db/models/__init__.py | libs/chatchat-server/chatchat/server/db/models/__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/db/models/mcp_connection_model.py | libs/chatchat-server/chatchat/server/db/models/mcp_connection_model.py | from datetime import datetime
from typing import Dict, List, Optional, Union
from sqlalchemy import Boolean, Column, DateTime, Integer, String, JSON, Text, func
from chatchat.server.db.base import Base
class MCPConnectionModel(Base):
"""
MCP 连接配置模型 - 支持 StdioConnection 和 SSEConnection 类型
"""
__table... | 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/db/models/base.py | libs/chatchat-server/chatchat/server/db/models/base.py | from datetime import datetime
from sqlalchemy import Column, DateTime, Integer, String
class BaseModel:
"""
基础模型
"""
id = Column(Integer, primary_key=True, index=True, comment="主键ID")
create_time = Column(DateTime, default=datetime.utcnow, comment="创建时间")
update_time = Column(
DateTi... | 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/db/models/knowledge_file_model.py | libs/chatchat-server/chatchat/server/db/models/knowledge_file_model.py | from sqlalchemy import JSON, Boolean, Column, DateTime, Float, Integer, String, func
from chatchat.server.db.base import Base
class KnowledgeFileModel(Base):
"""
知识文件模型
"""
__tablename__ = "knowledge_file"
id = Column(Integer, primary_key=True, autoincrement=True, comment="知识文件ID")
file_name... | 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/db/repository/human_message_event_repository.py | libs/chatchat-server/chatchat/server/db/repository/human_message_event_repository.py | import uuid
from typing import Dict, List
from chatchat.server.db.models.human_message_event import HumanMessageEvent
from chatchat.server.db.session import with_session
@with_session
def add_human_message_event_to_db(
session,
call_id: str,
conversation_id: str,
function_name: str,
... | 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/db/repository/mcp_connection_repository.py | libs/chatchat-server/chatchat/server/db/repository/mcp_connection_repository.py | import uuid
from typing import Dict, List, Optional
from chatchat.server.db.models.mcp_connection_model import MCPConnectionModel, MCPProfileModel
from chatchat.server.db.session import with_session
@with_session
def add_mcp_connection(
session,
server_name: str,
args: List[str] = None,
env: Dict[str... | 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/db/repository/conversation_repository.py | libs/chatchat-server/chatchat/server/db/repository/conversation_repository.py | import uuid
from chatchat.server.db.models.conversation_model import ConversationModel
from chatchat.server.db.session import with_session
@with_session
def add_conversation_to_db(session, chat_type, name="", conversation_id=None):
"""
新增聊天记录
"""
if not conversation_id:
conversation_id = uuid... | 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/db/repository/knowledge_base_repository.py | libs/chatchat-server/chatchat/server/db/repository/knowledge_base_repository.py | from chatchat.server.db.models.knowledge_base_model import (
KnowledgeBaseModel,
KnowledgeBaseSchema,
)
from chatchat.server.db.session import with_session
@with_session
def add_kb_to_db(session, kb_name, kb_info, vs_type, embed_model):
# 创建知识库实例
kb = (
session.query(KnowledgeBaseModel)
... | 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/db/repository/knowledge_metadata_repository.py | libs/chatchat-server/chatchat/server/db/repository/knowledge_metadata_repository.py | from typing import Dict, List
from chatchat.server.db.models.knowledge_metadata_model import SummaryChunkModel
from chatchat.server.db.session import with_session
@with_session
def list_summary_from_db(
session,
kb_name: str,
metadata: Dict = {},
) -> List[Dict]:
"""
列出某知识库chunk summary。
返回形式... | 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/db/repository/__init__.py | libs/chatchat-server/chatchat/server/db/repository/__init__.py | from .conversation_repository import *
from .knowledge_base_repository import *
from .knowledge_file_repository import *
from .message_repository import *
from .human_message_event_repository 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/chatchat/server/db/repository/knowledge_file_repository.py | libs/chatchat-server/chatchat/server/db/repository/knowledge_file_repository.py | from typing import Dict, List
from chatchat.server.db.models.knowledge_base_model import KnowledgeBaseModel
from chatchat.server.db.models.knowledge_file_model import (
FileDocModel,
KnowledgeFileModel,
)
from chatchat.server.db.session import with_session
from chatchat.server.knowledge_base.utils import Knowl... | 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/db/repository/message_repository.py | libs/chatchat-server/chatchat/server/db/repository/message_repository.py | import uuid
from typing import Dict, List
from chatchat.server.db.models.message_model import MessageModel
from chatchat.server.db.session import with_session
@with_session
def add_message_to_db(
session,
conversation_id: str,
chat_type,
query,
response="",
message_id=None,
metadata: 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/chatchat/server/agents_registry/agents_registry.py | libs/chatchat-server/chatchat/server/agents_registry/agents_registry.py | # -*- coding: utf-8 -*-
import asyncio
import sys
from contextlib import AsyncExitStack
from langchain.agents.agent import RunnableMultiActionAgent
from langchain_core.messages import SystemMessage, AIMessage
from langchain_core.prompts import ChatPromptTemplate, HumanMessagePromptTemplate, MessagesPlaceholder
from 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/agents_registry/__init__.py | libs/chatchat-server/chatchat/server/agents_registry/__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/types/__init__.py | libs/chatchat-server/chatchat/server/types/__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/types/server/__init__.py | libs/chatchat-server/chatchat/server/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/chatchat-server/chatchat/server/types/server/response/__init__.py | libs/chatchat-server/chatchat/server/types/server/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/chatchat-server/chatchat/server/types/server/response/base.py | libs/chatchat-server/chatchat/server/types/server/response/base.py | from typing import Any, List, Optional, Union
from pydantic import BaseModel, Field
from chatchat.server.constant.response_code import ResponseCode
def default_data():
return ""
class BaseResponse(BaseModel):
code: int = Field(200, description="API status code")
msg: str = Field("success", description... | 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/file_rag/utils.py | libs/chatchat-server/chatchat/server/file_rag/utils.py | from chatchat.server.file_rag.retrievers import (
BaseRetrieverService,
EnsembleRetrieverService,
VectorstoreRetrieverService,
MilvusVectorstoreRetrieverService,
)
Retrivals = {
"milvusvectorstore": MilvusVectorstoreRetrieverService,
"vectorstore": VectorstoreRetrieverService,
"ensemble": E... | 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/file_rag/__init__.py | libs/chatchat-server/chatchat/server/file_rag/__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/file_rag/document_loaders/myimgloader.py | libs/chatchat-server/chatchat/server/file_rag/document_loaders/myimgloader.py | from typing import List
from langchain_community.document_loaders.unstructured import UnstructuredFileLoader
from chatchat.server.file_rag.document_loaders.ocr import get_ocr
class RapidOCRLoader(UnstructuredFileLoader):
def _get_elements(self) -> List:
def img2text(filepath):
resp = ""
... | 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/file_rag/document_loaders/mypptloader.py | libs/chatchat-server/chatchat/server/file_rag/document_loaders/mypptloader.py | from typing import List
import tqdm
from langchain_community.document_loaders.unstructured import UnstructuredFileLoader
class RapidOCRPPTLoader(UnstructuredFileLoader):
def _get_elements(self) -> List:
def ppt2text(filepath):
from io import BytesIO
import numpy as np
... | 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/file_rag/document_loaders/mydocloader.py | libs/chatchat-server/chatchat/server/file_rag/document_loaders/mydocloader.py | from typing import List
import tqdm
from langchain_community.document_loaders.unstructured import UnstructuredFileLoader
class RapidOCRDocLoader(UnstructuredFileLoader):
def _get_elements(self) -> List:
def doc2text(filepath):
from io import BytesIO
import numpy as np
... | 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/file_rag/document_loaders/ocr.py | libs/chatchat-server/chatchat/server/file_rag/document_loaders/ocr.py | from typing import TYPE_CHECKING
if TYPE_CHECKING:
try:
from rapidocr_paddle import RapidOCR
except ImportError:
from rapidocr_onnxruntime import RapidOCR
def get_ocr(use_cuda: bool = True) -> "RapidOCR":
try:
from rapidocr_paddle import RapidOCR
ocr = RapidOCR(
... | 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/file_rag/document_loaders/__init__.py | libs/chatchat-server/chatchat/server/file_rag/document_loaders/__init__.py | from .mydocloader import RapidOCRDocLoader
from .myimgloader import RapidOCRLoader
from .mypdfloader import RapidOCRPDFLoader
from .mypptloader import RapidOCRPPTLoader
| 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/file_rag/document_loaders/mypdfloader.py | libs/chatchat-server/chatchat/server/file_rag/document_loaders/mypdfloader.py | from typing import List
import cv2
import numpy as np
import tqdm
from langchain_community.document_loaders.unstructured import UnstructuredFileLoader
from PIL import Image
from chatchat.settings import Settings
from chatchat.server.file_rag.document_loaders.ocr import get_ocr
class RapidOCRPDFLoader(UnstructuredFi... | 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/file_rag/document_loaders/FilteredCSVloader.py | libs/chatchat-server/chatchat/server/file_rag/document_loaders/FilteredCSVloader.py | ## 指定制定列的csv文件加载器
import csv
from io import TextIOWrapper
from typing import Dict, List, Optional
from langchain.docstore.document import Document
from langchain_community.document_loaders import CSVLoader
from langchain_community.document_loaders.helpers import detect_file_encodings
class FilteredCSVLoader(CSVLoad... | 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/file_rag/retrievers/vectorstore.py | libs/chatchat-server/chatchat/server/file_rag/retrievers/vectorstore.py | from __future__ import annotations
from langchain.vectorstores import VectorStore
from langchain_core.retrievers import BaseRetriever
from chatchat.server.file_rag.retrievers.base import BaseRetrieverService
class VectorstoreRetrieverService(BaseRetrieverService):
def do_init(
self,
retriever: ... | 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/file_rag/retrievers/milvus_vectorstore.py | libs/chatchat-server/chatchat/server/file_rag/retrievers/milvus_vectorstore.py | import warnings
from langchain.vectorstores import VectorStore
from langchain_core.retrievers import BaseRetriever
from langchain_core.vectorstores import VectorStoreRetriever
from chatchat.server.file_rag.retrievers.base import BaseRetrieverService
from langchain.docstore.document import Document
from langchain_cor... | 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/file_rag/retrievers/ensemble.py | libs/chatchat-server/chatchat/server/file_rag/retrievers/ensemble.py | from __future__ import annotations
from langchain.retrievers import EnsembleRetriever
from langchain.vectorstores import VectorStore
from langchain_community.retrievers import BM25Retriever
from langchain_core.retrievers import BaseRetriever
from chatchat.server.file_rag.retrievers.base import BaseRetrieverService
... | 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/file_rag/retrievers/__init__.py | libs/chatchat-server/chatchat/server/file_rag/retrievers/__init__.py | from chatchat.server.file_rag.retrievers.base import BaseRetrieverService
from chatchat.server.file_rag.retrievers.ensemble import EnsembleRetrieverService
from chatchat.server.file_rag.retrievers.vectorstore import VectorstoreRetrieverService
from chatchat.server.file_rag.retrievers.milvus_vectorstore import MilvusVec... | 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/file_rag/retrievers/base.py | libs/chatchat-server/chatchat/server/file_rag/retrievers/base.py | from __future__ import annotations
from abc import ABCMeta, abstractmethod
from langchain.vectorstores import VectorStore
class BaseRetrieverService(metaclass=ABCMeta):
def __init__(self, **kwargs):
self.do_init(**kwargs)
@abstractmethod
def do_init(self, **kwargs):
pass
@abstract... | 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/file_rag/text_splitter/ali_text_splitter.py | libs/chatchat-server/chatchat/server/file_rag/text_splitter/ali_text_splitter.py | import re
from typing import List
from langchain.text_splitter import CharacterTextSplitter
class AliTextSplitter(CharacterTextSplitter):
def __init__(self, pdf: bool = False, **kwargs):
super().__init__(**kwargs)
self.pdf = pdf
def split_text(self, text: str) -> List[str]:
# use_doc... | 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/file_rag/text_splitter/zh_title_enhance.py | libs/chatchat-server/chatchat/server/file_rag/text_splitter/zh_title_enhance.py | import re
from langchain.docstore.document import Document
def under_non_alpha_ratio(text: str, threshold: float = 0.5):
"""Checks if the proportion of non-alpha characters in the text snippet exceeds a given
threshold. This helps prevent text like "-----------BREAK---------" from being tagged
as a title... | 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/file_rag/text_splitter/chinese_text_splitter.py | libs/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_text_splitter.py | import re
from typing import List
from langchain.text_splitter import CharacterTextSplitter
class ChineseTextSplitter(CharacterTextSplitter):
def __init__(self, pdf: bool = False, sentence_size: int = 250, **kwargs):
super().__init__(**kwargs)
self.pdf = pdf
self.sentence_size = sentence_... | 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/file_rag/text_splitter/chinese_recursive_text_splitter.py | libs/chatchat-server/chatchat/server/file_rag/text_splitter/chinese_recursive_text_splitter.py | import logging
import re
from typing import Any, List, Optional
from langchain.text_splitter import RecursiveCharacterTextSplitter
from chatchat.utils import build_logger
logger = build_logger()
def _split_text_with_regex_from_end(
text: str, separator: str, keep_separator: bool
) -> List[str]:
# Now that... | 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/file_rag/text_splitter/__init__.py | libs/chatchat-server/chatchat/server/file_rag/text_splitter/__init__.py | from .ali_text_splitter import AliTextSplitter
from .chinese_recursive_text_splitter import ChineseRecursiveTextSplitter
from .chinese_text_splitter import ChineseTextSplitter
from .zh_title_enhance import zh_title_enhance
| 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/knowledge_base/kb_doc_api.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_doc_api.py | import asyncio
import json
import os
import urllib
from typing import Dict, List
from fastapi import Body, File, Form, Query, UploadFile
from fastapi.responses import FileResponse
from langchain.docstore.document import Document
from sse_starlette import EventSourceResponse
from chatchat.settings import Settings
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/chatchat/server/knowledge_base/kb_summary_api.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_summary_api.py | import asyncio
import json
from typing import List, Optional
from fastapi import Body
from sse_starlette import EventSourceResponse
from chatchat.settings import Settings
from chatchat.server.knowledge_base.kb_service.base import KBServiceFactory
from chatchat.server.knowledge_base.kb_summary.base import KBSummarySer... | 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/knowledge_base/migrate.py | libs/chatchat-server/chatchat/server/knowledge_base/migrate.py | import os
from datetime import datetime
from typing import List, Literal
from dateutil.parser import parse
from chatchat.settings import Settings
from chatchat.server.db.base import Base, engine
from chatchat.server.db.models.conversation_model import ConversationModel
from chatchat.server.db.models.message_model 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/server/knowledge_base/kb_api.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_api.py | import urllib
from fastapi import Body
from chatchat.settings import Settings
from chatchat.server.db.repository.knowledge_base_repository import list_kbs_from_db
from chatchat.server.knowledge_base.kb_service.base import KBServiceFactory
from chatchat.server.knowledge_base.utils import validate_kb_name
from chatchat... | 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/knowledge_base/utils.py | libs/chatchat-server/chatchat/server/knowledge_base/utils.py | import importlib
import json
import os
from functools import lru_cache
from pathlib import Path
from urllib.parse import urlencode
from typing import Dict, Generator, List, Tuple, Union
import chardet
import langchain_community.document_loaders
from langchain.docstore.document import Document
from langchain.text_split... | 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/knowledge_base/__init__.py | libs/chatchat-server/chatchat/server/knowledge_base/__init__.py | # from .kb_api import list_kbs, create_kb, delete_kb
# from .kb_doc_api import list_docs, upload_doc, delete_doc, update_doc, download_doc, recreate_vector_store
# from .utils import KnowledgeFile, KBServiceFactory
| 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/knowledge_base/kb_cache/faiss_cache.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/faiss_cache.py | import os
from langchain.docstore.in_memory import InMemoryDocstore
from langchain.schema import Document
from langchain.vectorstores.faiss import FAISS
from chatchat.settings import Settings
from chatchat.server.knowledge_base.kb_cache.base import *
from chatchat.server.knowledge_base.utils import get_vs_path
from 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/chatchat/server/knowledge_base/kb_cache/base.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_cache/base.py | import threading
from collections import OrderedDict
from contextlib import contextmanager
from typing import Any, List, Tuple, Union, Generator
from langchain.embeddings.base import Embeddings
from langchain.vectorstores.faiss import FAISS
from chatchat.utils import build_logger
logger = build_logger()
class Thr... | 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/knowledge_base/model/kb_document_model.py | libs/chatchat-server/chatchat/server/knowledge_base/model/kb_document_model.py | from langchain.docstore.document import Document
class DocumentWithVSId(Document):
"""
矢量化后的文档
"""
id: str = None
score: float = 3.0
| 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/chatchat/server/knowledge_base/kb_summary/summary_chunk.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/summary_chunk.py | import asyncio
import logging
import sys
from typing import List, Optional
from langchain.chains import LLMChain, StuffDocumentsChain
from langchain.chains.combine_documents.map_reduce import (
MapReduceDocumentsChain,
ReduceDocumentsChain,
)
from langchain.docstore.document import Document
from langchain.outp... | 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/knowledge_base/kb_summary/__init__.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_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/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_summary/base.py | import os
import shutil
from abc import ABC, abstractmethod
from typing import List
from langchain.docstore.document import Document
from chatchat.settings import Settings
from chatchat.server.utils import get_default_embedding
from chatchat.server.db.repository.knowledge_metadata_repository import (
add_summary_... | 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/knowledge_base/kb_service/chromadb_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/chromadb_kb_service.py | import uuid
from typing import Any, Dict, List, Tuple
import chromadb
from chromadb.api.types import GetResult, QueryResult
from langchain.docstore.document import Document
from langchain_chroma import Chroma
from chatchat.settings import Settings
from chatchat.server.file_rag.utils import get_Retriever
from chatchat... | 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/knowledge_base/kb_service/zilliz_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/zilliz_kb_service.py | from typing import Dict, List
from langchain.schema import Document
from langchain.vectorstores import Zilliz
from chatchat.settings import Settings
from chatchat.server.file_rag.utils import get_Retriever
from chatchat.server.knowledge_base.kb_service.base import (
KBService,
SupportedVSType,
score_thres... | 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/knowledge_base/kb_service/relyt_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/relyt_kb_service.py | from typing import Dict, List
from configs import kbs_config
from langchain.schema import Document
from langchain_community.vectorstores.pgvecto_rs import PGVecto_rs
from sqlalchemy import create_engine, text
from sqlalchemy.orm import Session
from server.knowledge_base.kb_service.base import (
EmbeddingsFunAdapt... | 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/knowledge_base/kb_service/pg_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/pg_kb_service.py | import json
import shutil
from typing import Dict, List, Optional
import sqlalchemy
from langchain.schema import Document
from langchain.vectorstores.pgvector import DistanceStrategy, PGVector
from sqlalchemy import text
from sqlalchemy.engine.base import Engine
from sqlalchemy.orm import Session
from chatchat.settin... | 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/knowledge_base/kb_service/milvus_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/milvus_kb_service.py | import os
from typing import Dict, List, Optional
from langchain.schema import Document
from langchain.vectorstores.milvus import Milvus
from chatchat.settings import Settings
from chatchat.server.db.repository import list_file_num_docs_id_by_kb_name_and_file_name
from chatchat.server.utils import get_Embeddings
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/chatchat/server/knowledge_base/kb_service/default_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/default_kb_service.py | from typing import List
from langchain.embeddings.base import Embeddings
from langchain.schema import Document
from chatchat.server.knowledge_base.kb_service.base import KBService
class DefaultKBService(KBService):
def do_create_kb(self):
pass
def do_drop_kb(self):
pass
def do_add_doc(... | 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/knowledge_base/kb_service/es_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/es_kb_service.py | import logging
import os
import shutil
from typing import List
from elasticsearch import BadRequestError, Elasticsearch
from langchain.schema import Document
from langchain_community.vectorstores.elasticsearch import (
ApproxRetrievalStrategy,
ElasticsearchStore,
)
from chatchat.settings import Settings
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/chatchat/server/knowledge_base/kb_service/__init__.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/__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/knowledge_base/kb_service/base.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/base.py | import operator
import os
from abc import ABC, abstractmethod
from pathlib import Path
from typing import Dict, List, Optional, Tuple, Union
from langchain.docstore.document import Document
from chatchat.settings import Settings
from chatchat.utils import build_logger
from chatchat.server.db.models.knowledge_base_mod... | 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/knowledge_base/kb_service/faiss_kb_service.py | libs/chatchat-server/chatchat/server/knowledge_base/kb_service/faiss_kb_service.py | import os
import shutil
from typing import Dict, List, Tuple
from langchain.docstore.document import Document
from chatchat.settings import Settings
from chatchat.server.file_rag.utils import get_Retriever
from chatchat.server.knowledge_base.kb_cache.faiss_cache import (
ThreadSafeFaiss,
kb_faiss_pool,
)
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/chatchat/server/agent/tools_factory/amap_poi_search.py | libs/chatchat-server/chatchat/server/agent/tools_factory/amap_poi_search.py | import requests
from chatchat.server.pydantic_v1 import Field
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
from chatchat.server.utils import get_tool_config
BASE_URL = "https://restapi.amap.com/v5/place/text"
def amap_poi_search_engine(k... | 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/agent/tools_factory/shell.py | libs/chatchat-server/chatchat/server/agent/tools_factory/shell.py | # LangChain 的 Shell 工具
from langchain_community.tools import ShellTool
from chatchat.server.pydantic_v1 import Field
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
@regist_tool(title="系统命令")
def shell(query: str = Field(description="The 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/chatchat/server/agent/tools_factory/url_reader.py | libs/chatchat-server/chatchat/server/agent/tools_factory/url_reader.py | """
通过jina-ai/reader项目，将url内容处理为llm易于理解的文本形式
"""
import requests
import re
from chatchat.server.pydantic_v1 import Field
from chatchat.server.utils import get_tool_config
from chatchat.server.agent.tools_factory.tools_registry import format_context
from .tools_registry import regist_tool
from langchain_chatchat.ag... | 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/agent/tools_factory/text2sql.py | libs/chatchat-server/chatchat/server/agent/tools_factory/text2sql.py | from langchain.chains import LLMChain
from langchain_community.utilities import SQLDatabase
from langchain_core.prompts.prompt import PromptTemplate
from langchain_experimental.sql import SQLDatabaseChain, SQLDatabaseSequentialChain
from sqlalchemy import event
from sqlalchemy.exc import OperationalError
from chatchat... | 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/agent/tools_factory/search_internet.py | libs/chatchat-server/chatchat/server/agent/tools_factory/search_internet.py | from typing import Dict, List
from langchain.docstore.document import Document
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain.utilities.bing_search import BingSearchAPIWrapper
from langchain.utilities.duckduckgo_search import DuckDuckGoSearchAPIWrapper
from langchain.utilities.searx_... | 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/agent/tools_factory/search_youtube.py | libs/chatchat-server/chatchat/server/agent/tools_factory/search_youtube.py | from chatchat.server.pydantic_v1 import Field
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
@regist_tool(title="油管视频")
def search_youtube(query: str = Field(description="Query for Videos search")):
"""use this tools_factory to search ... | 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/agent/tools_factory/text2image.py | libs/chatchat-server/chatchat/server/agent/tools_factory/text2image.py | import base64
from datetime import datetime
import os
import uuid
from typing import List, Literal
import openai
from PIL import Image
from chatchat.settings import Settings
from chatchat.server.pydantic_v1 import Field
from chatchat.server.utils import MsgType, get_tool_config, get_model_info
from .tools_registry 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/chatchat/server/agent/tools_factory/text2promql.py | libs/chatchat-server/chatchat/server/agent/tools_factory/text2promql.py | import logging
import requests
from requests.auth import HTTPBasicAuth
from urllib.parse import parse_qs
from typing import Optional
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.output_parsers import StrOutputParser
from langchain_core.runnables import RunnablePassthrough
from chatchat.se... | 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/agent/tools_factory/__init__.py | libs/chatchat-server/chatchat/server/agent/tools_factory/__init__.py | from .arxiv import arxiv
from .calculate import calculate
from .search_internet import search_internet
from .search_local_knowledgebase import search_local_knowledgebase
from .search_youtube import search_youtube
from .shell import shell
from .text2image import text2images
from .text2sql import text2sql
from .weather_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/chatchat/server/agent/tools_factory/wolfram.py | libs/chatchat-server/chatchat/server/agent/tools_factory/wolfram.py | # Langchain 自带的 Wolfram Alpha API 封装
from chatchat.server.pydantic_v1 import Field
from chatchat.server.utils import get_tool_config
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
@regist_tool
def wolfram(query: str = Field(description="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/chatchat/server/agent/tools_factory/search_local_knowledgebase.py | libs/chatchat-server/chatchat/server/agent/tools_factory/search_local_knowledgebase.py | from urllib.parse import urlencode
from chatchat.settings import Settings
from chatchat.server.agent.tools_factory.tools_registry import (
regist_tool,
format_context,
)
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
from chatchat.server.knowledge_base.kb_api import list_... | 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/agent/tools_factory/arxiv.py | libs/chatchat-server/chatchat/server/agent/tools_factory/arxiv.py | # LangChain 的 ArxivQueryRun 工具
from chatchat.server.pydantic_v1 import Field
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
@regist_tool(title="ARXIV论文")
def arxiv(query: str = Field(description="The search query title")):
"""A wrapper... | 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/agent/tools_factory/weather_check.py | libs/chatchat-server/chatchat/server/agent/tools_factory/weather_check.py | """
简单的单参数输入工具实现，用于查询现在天气的情况
"""
import requests
from chatchat.server.pydantic_v1 import Field
from chatchat.server.utils import get_tool_config
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
@regist_tool(title="天气查询")
def weather_check(
... | 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/agent/tools_factory/amap_weather.py | libs/chatchat-server/chatchat/server/agent/tools_factory/amap_weather.py | import requests
from chatchat.server.pydantic_v1 import Field
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
from chatchat.server.utils import get_tool_config
BASE_DISTRICT_URL = "https://restapi.amap.com/v3/config/district"
BASE_WEATHER_UR... | 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/agent/tools_factory/calculate.py | libs/chatchat-server/chatchat/server/agent/tools_factory/calculate.py | from chatchat.server.pydantic_v1 import Field
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOutput,
)
@regist_tool(title="数学计算器")
def calculate(text: str = Field(description="a math expression")) -> float:
"""
Useful to answer questions ab... | 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/agent/tools_factory/tools_registry.py | libs/chatchat-server/chatchat/server/agent/tools_factory/tools_registry.py | from __future__ import annotations
import json
import re
from typing import Any, Callable, Dict, Optional, Tuple, Type, Union, List
from langchain.agents import tool
from langchain_core.tools import BaseTool
from chatchat.server.knowledge_base.kb_doc_api import DocumentWithVSId
from chatchat.server.pydantic_v1 impor... | 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/agent/tools_factory/wikipedia_search.py | libs/chatchat-server/chatchat/server/agent/tools_factory/wikipedia_search.py | # LangChain 的 WikipediaQueryRun 工具
from langchain_community.tools import WikipediaQueryRun
from langchain_community.utilities import WikipediaAPIWrapper
from chatchat.server.pydantic_v1 import Field
from .tools_registry import regist_tool
from langchain_chatchat.agent_toolkits.all_tools.tool import (
BaseToolOu... | python | Apache-2.0 | 49165d6af4438aa7e8a1f71ce276db55f4405151 | 2026-01-04T14:41:43.908377Z | false |
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