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| import logging | |
| import json | |
| import time | |
| import uuid | |
| from typing import Optional | |
| from open_webui.internal.db import Base, get_db | |
| from open_webui.models.tags import TagModel, Tag, Tags | |
| from open_webui.env import SRC_LOG_LEVELS | |
| from pydantic import BaseModel, ConfigDict | |
| from sqlalchemy import BigInteger, Boolean, Column, String, Text, JSON | |
| from sqlalchemy import or_, func, select, and_, text | |
| from sqlalchemy.sql import exists | |
| #################### | |
| # Chat DB Schema | |
| #################### | |
| log = logging.getLogger(__name__) | |
| log.setLevel(SRC_LOG_LEVELS["MODELS"]) | |
| class Chat(Base): | |
| __tablename__ = "chat" | |
| id = Column(String, primary_key=True) | |
| user_id = Column(String) | |
| title = Column(Text) | |
| chat = Column(JSON) | |
| created_at = Column(BigInteger) | |
| updated_at = Column(BigInteger) | |
| share_id = Column(Text, unique=True, nullable=True) | |
| archived = Column(Boolean, default=False) | |
| pinned = Column(Boolean, default=False, nullable=True) | |
| meta = Column(JSON, server_default="{}") | |
| folder_id = Column(Text, nullable=True) | |
| class ChatModel(BaseModel): | |
| model_config = ConfigDict(from_attributes=True) | |
| id: str | |
| user_id: str | |
| title: str | |
| chat: dict | |
| created_at: int # timestamp in epoch | |
| updated_at: int # timestamp in epoch | |
| share_id: Optional[str] = None | |
| archived: bool = False | |
| pinned: Optional[bool] = False | |
| meta: dict = {} | |
| folder_id: Optional[str] = None | |
| #################### | |
| # Forms | |
| #################### | |
| class ChatForm(BaseModel): | |
| chat: dict | |
| class ChatImportForm(ChatForm): | |
| meta: Optional[dict] = {} | |
| pinned: Optional[bool] = False | |
| folder_id: Optional[str] = None | |
| class ChatTitleMessagesForm(BaseModel): | |
| title: str | |
| messages: list[dict] | |
| class ChatTitleForm(BaseModel): | |
| title: str | |
| class ChatResponse(BaseModel): | |
| id: str | |
| user_id: str | |
| title: str | |
| chat: dict | |
| updated_at: int # timestamp in epoch | |
| created_at: int # timestamp in epoch | |
| share_id: Optional[str] = None # id of the chat to be shared | |
| archived: bool | |
| pinned: Optional[bool] = False | |
| meta: dict = {} | |
| folder_id: Optional[str] = None | |
| class ChatTitleIdResponse(BaseModel): | |
| id: str | |
| title: str | |
| updated_at: int | |
| created_at: int | |
| class ChatTable: | |
| def insert_new_chat(self, user_id: str, form_data: ChatForm) -> Optional[ChatModel]: | |
| with get_db() as db: | |
| id = str(uuid.uuid4()) | |
| chat = ChatModel( | |
| **{ | |
| "id": id, | |
| "user_id": user_id, | |
| "title": ( | |
| form_data.chat["title"] | |
| if "title" in form_data.chat | |
| else "New Chat" | |
| ), | |
| "chat": form_data.chat, | |
| "created_at": int(time.time()), | |
| "updated_at": int(time.time()), | |
| } | |
| ) | |
| result = Chat(**chat.model_dump()) | |
| db.add(result) | |
| db.commit() | |
| db.refresh(result) | |
| return ChatModel.model_validate(result) if result else None | |
| def import_chat( | |
| self, user_id: str, form_data: ChatImportForm | |
| ) -> Optional[ChatModel]: | |
| with get_db() as db: | |
| id = str(uuid.uuid4()) | |
| chat = ChatModel( | |
| **{ | |
| "id": id, | |
| "user_id": user_id, | |
| "title": ( | |
| form_data.chat["title"] | |
| if "title" in form_data.chat | |
| else "New Chat" | |
| ), | |
| "chat": form_data.chat, | |
| "meta": form_data.meta, | |
| "pinned": form_data.pinned, | |
| "folder_id": form_data.folder_id, | |
| "created_at": int(time.time()), | |
| "updated_at": int(time.time()), | |
| } | |
| ) | |
| result = Chat(**chat.model_dump()) | |
| db.add(result) | |
| db.commit() | |
| db.refresh(result) | |
| return ChatModel.model_validate(result) if result else None | |
| def update_chat_by_id(self, id: str, chat: dict) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat_item = db.get(Chat, id) | |
| chat_item.chat = chat | |
| chat_item.title = chat["title"] if "title" in chat else "New Chat" | |
| chat_item.updated_at = int(time.time()) | |
| db.commit() | |
| db.refresh(chat_item) | |
| return ChatModel.model_validate(chat_item) | |
| except Exception: | |
| return None | |
| def update_chat_title_by_id(self, id: str, title: str) -> Optional[ChatModel]: | |
| chat = self.get_chat_by_id(id) | |
| if chat is None: | |
| return None | |
| chat = chat.chat | |
| chat["title"] = title | |
| return self.update_chat_by_id(id, chat) | |
| def update_chat_tags_by_id( | |
| self, id: str, tags: list[str], user | |
| ) -> Optional[ChatModel]: | |
| chat = self.get_chat_by_id(id) | |
| if chat is None: | |
| return None | |
| self.delete_all_tags_by_id_and_user_id(id, user.id) | |
| for tag in chat.meta.get("tags", []): | |
| if self.count_chats_by_tag_name_and_user_id(tag, user.id) == 0: | |
| Tags.delete_tag_by_name_and_user_id(tag, user.id) | |
| for tag_name in tags: | |
| if tag_name.lower() == "none": | |
| continue | |
| self.add_chat_tag_by_id_and_user_id_and_tag_name(id, user.id, tag_name) | |
| return self.get_chat_by_id(id) | |
| def get_chat_title_by_id(self, id: str) -> Optional[str]: | |
| chat = self.get_chat_by_id(id) | |
| if chat is None: | |
| return None | |
| return chat.chat.get("title", "New Chat") | |
| def get_messages_by_chat_id(self, id: str) -> Optional[dict]: | |
| chat = self.get_chat_by_id(id) | |
| if chat is None: | |
| return None | |
| return chat.chat.get("history", {}).get("messages", {}) or {} | |
| def get_message_by_id_and_message_id( | |
| self, id: str, message_id: str | |
| ) -> Optional[dict]: | |
| chat = self.get_chat_by_id(id) | |
| if chat is None: | |
| return None | |
| return chat.chat.get("history", {}).get("messages", {}).get(message_id, {}) | |
| def upsert_message_to_chat_by_id_and_message_id( | |
| self, id: str, message_id: str, message: dict | |
| ) -> Optional[ChatModel]: | |
| chat = self.get_chat_by_id(id) | |
| if chat is None: | |
| return None | |
| chat = chat.chat | |
| history = chat.get("history", {}) | |
| if message_id in history.get("messages", {}): | |
| history["messages"][message_id] = { | |
| **history["messages"][message_id], | |
| **message, | |
| } | |
| else: | |
| history["messages"][message_id] = message | |
| history["currentId"] = message_id | |
| chat["history"] = history | |
| return self.update_chat_by_id(id, chat) | |
| def add_message_status_to_chat_by_id_and_message_id( | |
| self, id: str, message_id: str, status: dict | |
| ) -> Optional[ChatModel]: | |
| chat = self.get_chat_by_id(id) | |
| if chat is None: | |
| return None | |
| chat = chat.chat | |
| history = chat.get("history", {}) | |
| if message_id in history.get("messages", {}): | |
| status_history = history["messages"][message_id].get("statusHistory", []) | |
| status_history.append(status) | |
| history["messages"][message_id]["statusHistory"] = status_history | |
| chat["history"] = history | |
| return self.update_chat_by_id(id, chat) | |
| def insert_shared_chat_by_chat_id(self, chat_id: str) -> Optional[ChatModel]: | |
| with get_db() as db: | |
| # Get the existing chat to share | |
| chat = db.get(Chat, chat_id) | |
| # Check if the chat is already shared | |
| if chat.share_id: | |
| return self.get_chat_by_id_and_user_id(chat.share_id, "shared") | |
| # Create a new chat with the same data, but with a new ID | |
| shared_chat = ChatModel( | |
| **{ | |
| "id": str(uuid.uuid4()), | |
| "user_id": f"shared-{chat_id}", | |
| "title": chat.title, | |
| "chat": chat.chat, | |
| "created_at": chat.created_at, | |
| "updated_at": int(time.time()), | |
| } | |
| ) | |
| shared_result = Chat(**shared_chat.model_dump()) | |
| db.add(shared_result) | |
| db.commit() | |
| db.refresh(shared_result) | |
| # Update the original chat with the share_id | |
| result = ( | |
| db.query(Chat) | |
| .filter_by(id=chat_id) | |
| .update({"share_id": shared_chat.id}) | |
| ) | |
| db.commit() | |
| return shared_chat if (shared_result and result) else None | |
| def update_shared_chat_by_chat_id(self, chat_id: str) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, chat_id) | |
| shared_chat = ( | |
| db.query(Chat).filter_by(user_id=f"shared-{chat_id}").first() | |
| ) | |
| if shared_chat is None: | |
| return self.insert_shared_chat_by_chat_id(chat_id) | |
| shared_chat.title = chat.title | |
| shared_chat.chat = chat.chat | |
| shared_chat.updated_at = int(time.time()) | |
| db.commit() | |
| db.refresh(shared_chat) | |
| return ChatModel.model_validate(shared_chat) | |
| except Exception: | |
| return None | |
| def delete_shared_chat_by_chat_id(self, chat_id: str) -> bool: | |
| try: | |
| with get_db() as db: | |
| db.query(Chat).filter_by(user_id=f"shared-{chat_id}").delete() | |
| db.commit() | |
| return True | |
| except Exception: | |
| return False | |
| def update_chat_share_id_by_id( | |
| self, id: str, share_id: Optional[str] | |
| ) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| chat.share_id = share_id | |
| db.commit() | |
| db.refresh(chat) | |
| return ChatModel.model_validate(chat) | |
| except Exception: | |
| return None | |
| def toggle_chat_pinned_by_id(self, id: str) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| chat.pinned = not chat.pinned | |
| chat.updated_at = int(time.time()) | |
| db.commit() | |
| db.refresh(chat) | |
| return ChatModel.model_validate(chat) | |
| except Exception: | |
| return None | |
| def toggle_chat_archive_by_id(self, id: str) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| chat.archived = not chat.archived | |
| chat.updated_at = int(time.time()) | |
| db.commit() | |
| db.refresh(chat) | |
| return ChatModel.model_validate(chat) | |
| except Exception: | |
| return None | |
| def archive_all_chats_by_user_id(self, user_id: str) -> bool: | |
| try: | |
| with get_db() as db: | |
| db.query(Chat).filter_by(user_id=user_id).update({"archived": True}) | |
| db.commit() | |
| return True | |
| except Exception: | |
| return False | |
| def get_archived_chat_list_by_user_id( | |
| self, user_id: str, skip: int = 0, limit: int = 50 | |
| ) -> list[ChatModel]: | |
| with get_db() as db: | |
| all_chats = ( | |
| db.query(Chat) | |
| .filter_by(user_id=user_id, archived=True) | |
| .order_by(Chat.updated_at.desc()) | |
| # .limit(limit).offset(skip) | |
| .all() | |
| ) | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_chat_list_by_user_id( | |
| self, | |
| user_id: str, | |
| include_archived: bool = False, | |
| skip: int = 0, | |
| limit: int = 50, | |
| ) -> list[ChatModel]: | |
| with get_db() as db: | |
| query = db.query(Chat).filter_by(user_id=user_id) | |
| if not include_archived: | |
| query = query.filter_by(archived=False) | |
| query = query.order_by(Chat.updated_at.desc()) | |
| if skip: | |
| query = query.offset(skip) | |
| if limit: | |
| query = query.limit(limit) | |
| all_chats = query.all() | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_chat_title_id_list_by_user_id( | |
| self, | |
| user_id: str, | |
| include_archived: bool = False, | |
| skip: Optional[int] = None, | |
| limit: Optional[int] = None, | |
| ) -> list[ChatTitleIdResponse]: | |
| with get_db() as db: | |
| query = db.query(Chat).filter_by(user_id=user_id).filter_by(folder_id=None) | |
| query = query.filter(or_(Chat.pinned == False, Chat.pinned == None)) | |
| if not include_archived: | |
| query = query.filter_by(archived=False) | |
| query = query.order_by(Chat.updated_at.desc()).with_entities( | |
| Chat.id, Chat.title, Chat.updated_at, Chat.created_at | |
| ) | |
| if skip: | |
| query = query.offset(skip) | |
| if limit: | |
| query = query.limit(limit) | |
| all_chats = query.all() | |
| # result has to be destrctured from sqlalchemy `row` and mapped to a dict since the `ChatModel`is not the returned dataclass. | |
| return [ | |
| ChatTitleIdResponse.model_validate( | |
| { | |
| "id": chat[0], | |
| "title": chat[1], | |
| "updated_at": chat[2], | |
| "created_at": chat[3], | |
| } | |
| ) | |
| for chat in all_chats | |
| ] | |
| def get_chat_list_by_chat_ids( | |
| self, chat_ids: list[str], skip: int = 0, limit: int = 50 | |
| ) -> list[ChatModel]: | |
| with get_db() as db: | |
| all_chats = ( | |
| db.query(Chat) | |
| .filter(Chat.id.in_(chat_ids)) | |
| .filter_by(archived=False) | |
| .order_by(Chat.updated_at.desc()) | |
| .all() | |
| ) | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_chat_by_id(self, id: str) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| return ChatModel.model_validate(chat) | |
| except Exception: | |
| return None | |
| def get_chat_by_share_id(self, id: str) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| # it is possible that the shared link was deleted. hence, | |
| # we check if the chat is still shared by checking if a chat with the share_id exists | |
| chat = db.query(Chat).filter_by(share_id=id).first() | |
| if chat: | |
| return self.get_chat_by_id(id) | |
| else: | |
| return None | |
| except Exception: | |
| return None | |
| def get_chat_by_id_and_user_id(self, id: str, user_id: str) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat = db.query(Chat).filter_by(id=id, user_id=user_id).first() | |
| return ChatModel.model_validate(chat) | |
| except Exception: | |
| return None | |
| def get_chats(self, skip: int = 0, limit: int = 50) -> list[ChatModel]: | |
| with get_db() as db: | |
| all_chats = ( | |
| db.query(Chat) | |
| # .limit(limit).offset(skip) | |
| .order_by(Chat.updated_at.desc()) | |
| ) | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_chats_by_user_id(self, user_id: str) -> list[ChatModel]: | |
| with get_db() as db: | |
| all_chats = ( | |
| db.query(Chat) | |
| .filter_by(user_id=user_id) | |
| .order_by(Chat.updated_at.desc()) | |
| ) | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_pinned_chats_by_user_id(self, user_id: str) -> list[ChatModel]: | |
| with get_db() as db: | |
| all_chats = ( | |
| db.query(Chat) | |
| .filter_by(user_id=user_id, pinned=True, archived=False) | |
| .order_by(Chat.updated_at.desc()) | |
| ) | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_archived_chats_by_user_id(self, user_id: str) -> list[ChatModel]: | |
| with get_db() as db: | |
| all_chats = ( | |
| db.query(Chat) | |
| .filter_by(user_id=user_id, archived=True) | |
| .order_by(Chat.updated_at.desc()) | |
| ) | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_chats_by_user_id_and_search_text( | |
| self, | |
| user_id: str, | |
| search_text: str, | |
| include_archived: bool = False, | |
| skip: int = 0, | |
| limit: int = 60, | |
| ) -> list[ChatModel]: | |
| """ | |
| Filters chats based on a search query using Python, allowing pagination using skip and limit. | |
| """ | |
| search_text = search_text.lower().strip() | |
| if not search_text: | |
| return self.get_chat_list_by_user_id(user_id, include_archived, skip, limit) | |
| search_text_words = search_text.split(" ") | |
| # search_text might contain 'tag:tag_name' format so we need to extract the tag_name, split the search_text and remove the tags | |
| tag_ids = [ | |
| word.replace("tag:", "").replace(" ", "_").lower() | |
| for word in search_text_words | |
| if word.startswith("tag:") | |
| ] | |
| search_text_words = [ | |
| word for word in search_text_words if not word.startswith("tag:") | |
| ] | |
| search_text = " ".join(search_text_words) | |
| with get_db() as db: | |
| query = db.query(Chat).filter(Chat.user_id == user_id) | |
| if not include_archived: | |
| query = query.filter(Chat.archived == False) | |
| query = query.order_by(Chat.updated_at.desc()) | |
| # Check if the database dialect is either 'sqlite' or 'postgresql' | |
| dialect_name = db.bind.dialect.name | |
| if dialect_name == "sqlite": | |
| # SQLite case: using JSON1 extension for JSON searching | |
| query = query.filter( | |
| ( | |
| Chat.title.ilike( | |
| f"%{search_text}%" | |
| ) # Case-insensitive search in title | |
| | text( | |
| """ | |
| EXISTS ( | |
| SELECT 1 | |
| FROM json_each(Chat.chat, '$.messages') AS message | |
| WHERE LOWER(message.value->>'content') LIKE '%' || :search_text || '%' | |
| ) | |
| """ | |
| ) | |
| ).params(search_text=search_text) | |
| ) | |
| # Check if there are any tags to filter, it should have all the tags | |
| if "none" in tag_ids: | |
| query = query.filter( | |
| text( | |
| """ | |
| NOT EXISTS ( | |
| SELECT 1 | |
| FROM json_each(Chat.meta, '$.tags') AS tag | |
| ) | |
| """ | |
| ) | |
| ) | |
| elif tag_ids: | |
| query = query.filter( | |
| and_( | |
| *[ | |
| text( | |
| f""" | |
| EXISTS ( | |
| SELECT 1 | |
| FROM json_each(Chat.meta, '$.tags') AS tag | |
| WHERE tag.value = :tag_id_{tag_idx} | |
| ) | |
| """ | |
| ).params(**{f"tag_id_{tag_idx}": tag_id}) | |
| for tag_idx, tag_id in enumerate(tag_ids) | |
| ] | |
| ) | |
| ) | |
| elif dialect_name == "postgresql": | |
| # PostgreSQL relies on proper JSON query for search | |
| query = query.filter( | |
| ( | |
| Chat.title.ilike( | |
| f"%{search_text}%" | |
| ) # Case-insensitive search in title | |
| | text( | |
| """ | |
| EXISTS ( | |
| SELECT 1 | |
| FROM json_array_elements(Chat.chat->'messages') AS message | |
| WHERE LOWER(message->>'content') LIKE '%' || :search_text || '%' | |
| ) | |
| """ | |
| ) | |
| ).params(search_text=search_text) | |
| ) | |
| # Check if there are any tags to filter, it should have all the tags | |
| if "none" in tag_ids: | |
| query = query.filter( | |
| text( | |
| """ | |
| NOT EXISTS ( | |
| SELECT 1 | |
| FROM json_array_elements_text(Chat.meta->'tags') AS tag | |
| ) | |
| """ | |
| ) | |
| ) | |
| elif tag_ids: | |
| query = query.filter( | |
| and_( | |
| *[ | |
| text( | |
| f""" | |
| EXISTS ( | |
| SELECT 1 | |
| FROM json_array_elements_text(Chat.meta->'tags') AS tag | |
| WHERE tag = :tag_id_{tag_idx} | |
| ) | |
| """ | |
| ).params(**{f"tag_id_{tag_idx}": tag_id}) | |
| for tag_idx, tag_id in enumerate(tag_ids) | |
| ] | |
| ) | |
| ) | |
| else: | |
| raise NotImplementedError( | |
| f"Unsupported dialect: {db.bind.dialect.name}" | |
| ) | |
| # Perform pagination at the SQL level | |
| all_chats = query.offset(skip).limit(limit).all() | |
| log.info(f"The number of chats: {len(all_chats)}") | |
| # Validate and return chats | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_chats_by_folder_id_and_user_id( | |
| self, folder_id: str, user_id: str | |
| ) -> list[ChatModel]: | |
| with get_db() as db: | |
| query = db.query(Chat).filter_by(folder_id=folder_id, user_id=user_id) | |
| query = query.filter(or_(Chat.pinned == False, Chat.pinned == None)) | |
| query = query.filter_by(archived=False) | |
| query = query.order_by(Chat.updated_at.desc()) | |
| all_chats = query.all() | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def get_chats_by_folder_ids_and_user_id( | |
| self, folder_ids: list[str], user_id: str | |
| ) -> list[ChatModel]: | |
| with get_db() as db: | |
| query = db.query(Chat).filter( | |
| Chat.folder_id.in_(folder_ids), Chat.user_id == user_id | |
| ) | |
| query = query.filter(or_(Chat.pinned == False, Chat.pinned == None)) | |
| query = query.filter_by(archived=False) | |
| query = query.order_by(Chat.updated_at.desc()) | |
| all_chats = query.all() | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def update_chat_folder_id_by_id_and_user_id( | |
| self, id: str, user_id: str, folder_id: str | |
| ) -> Optional[ChatModel]: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| chat.folder_id = folder_id | |
| chat.updated_at = int(time.time()) | |
| chat.pinned = False | |
| db.commit() | |
| db.refresh(chat) | |
| return ChatModel.model_validate(chat) | |
| except Exception: | |
| return None | |
| def get_chat_tags_by_id_and_user_id(self, id: str, user_id: str) -> list[TagModel]: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| tags = chat.meta.get("tags", []) | |
| return [Tags.get_tag_by_name_and_user_id(tag, user_id) for tag in tags] | |
| def get_chat_list_by_user_id_and_tag_name( | |
| self, user_id: str, tag_name: str, skip: int = 0, limit: int = 50 | |
| ) -> list[ChatModel]: | |
| with get_db() as db: | |
| query = db.query(Chat).filter_by(user_id=user_id) | |
| tag_id = tag_name.replace(" ", "_").lower() | |
| log.info(f"DB dialect name: {db.bind.dialect.name}") | |
| if db.bind.dialect.name == "sqlite": | |
| # SQLite JSON1 querying for tags within the meta JSON field | |
| query = query.filter( | |
| text( | |
| f"EXISTS (SELECT 1 FROM json_each(Chat.meta, '$.tags') WHERE json_each.value = :tag_id)" | |
| ) | |
| ).params(tag_id=tag_id) | |
| elif db.bind.dialect.name == "postgresql": | |
| # PostgreSQL JSON query for tags within the meta JSON field (for `json` type) | |
| query = query.filter( | |
| text( | |
| "EXISTS (SELECT 1 FROM json_array_elements_text(Chat.meta->'tags') elem WHERE elem = :tag_id)" | |
| ) | |
| ).params(tag_id=tag_id) | |
| else: | |
| raise NotImplementedError( | |
| f"Unsupported dialect: {db.bind.dialect.name}" | |
| ) | |
| all_chats = query.all() | |
| log.debug(f"all_chats: {all_chats}") | |
| return [ChatModel.model_validate(chat) for chat in all_chats] | |
| def add_chat_tag_by_id_and_user_id_and_tag_name( | |
| self, id: str, user_id: str, tag_name: str | |
| ) -> Optional[ChatModel]: | |
| tag = Tags.get_tag_by_name_and_user_id(tag_name, user_id) | |
| if tag is None: | |
| tag = Tags.insert_new_tag(tag_name, user_id) | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| tag_id = tag.id | |
| if tag_id not in chat.meta.get("tags", []): | |
| chat.meta = { | |
| **chat.meta, | |
| "tags": list(set(chat.meta.get("tags", []) + [tag_id])), | |
| } | |
| db.commit() | |
| db.refresh(chat) | |
| return ChatModel.model_validate(chat) | |
| except Exception: | |
| return None | |
| def count_chats_by_tag_name_and_user_id(self, tag_name: str, user_id: str) -> int: | |
| with get_db() as db: # Assuming `get_db()` returns a session object | |
| query = db.query(Chat).filter_by(user_id=user_id, archived=False) | |
| # Normalize the tag_name for consistency | |
| tag_id = tag_name.replace(" ", "_").lower() | |
| if db.bind.dialect.name == "sqlite": | |
| # SQLite JSON1 support for querying the tags inside the `meta` JSON field | |
| query = query.filter( | |
| text( | |
| f"EXISTS (SELECT 1 FROM json_each(Chat.meta, '$.tags') WHERE json_each.value = :tag_id)" | |
| ) | |
| ).params(tag_id=tag_id) | |
| elif db.bind.dialect.name == "postgresql": | |
| # PostgreSQL JSONB support for querying the tags inside the `meta` JSON field | |
| query = query.filter( | |
| text( | |
| "EXISTS (SELECT 1 FROM json_array_elements_text(Chat.meta->'tags') elem WHERE elem = :tag_id)" | |
| ) | |
| ).params(tag_id=tag_id) | |
| else: | |
| raise NotImplementedError( | |
| f"Unsupported dialect: {db.bind.dialect.name}" | |
| ) | |
| # Get the count of matching records | |
| count = query.count() | |
| # Debugging output for inspection | |
| log.info(f"Count of chats for tag '{tag_name}': {count}") | |
| return count | |
| def delete_tag_by_id_and_user_id_and_tag_name( | |
| self, id: str, user_id: str, tag_name: str | |
| ) -> bool: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| tags = chat.meta.get("tags", []) | |
| tag_id = tag_name.replace(" ", "_").lower() | |
| tags = [tag for tag in tags if tag != tag_id] | |
| chat.meta = { | |
| **chat.meta, | |
| "tags": list(set(tags)), | |
| } | |
| db.commit() | |
| return True | |
| except Exception: | |
| return False | |
| def delete_all_tags_by_id_and_user_id(self, id: str, user_id: str) -> bool: | |
| try: | |
| with get_db() as db: | |
| chat = db.get(Chat, id) | |
| chat.meta = { | |
| **chat.meta, | |
| "tags": [], | |
| } | |
| db.commit() | |
| return True | |
| except Exception: | |
| return False | |
| def delete_chat_by_id(self, id: str) -> bool: | |
| try: | |
| with get_db() as db: | |
| db.query(Chat).filter_by(id=id).delete() | |
| db.commit() | |
| return True and self.delete_shared_chat_by_chat_id(id) | |
| except Exception: | |
| return False | |
| def delete_chat_by_id_and_user_id(self, id: str, user_id: str) -> bool: | |
| try: | |
| with get_db() as db: | |
| db.query(Chat).filter_by(id=id, user_id=user_id).delete() | |
| db.commit() | |
| return True and self.delete_shared_chat_by_chat_id(id) | |
| except Exception: | |
| return False | |
| def delete_chats_by_user_id(self, user_id: str) -> bool: | |
| try: | |
| with get_db() as db: | |
| self.delete_shared_chats_by_user_id(user_id) | |
| db.query(Chat).filter_by(user_id=user_id).delete() | |
| db.commit() | |
| return True | |
| except Exception: | |
| return False | |
| def delete_chats_by_user_id_and_folder_id( | |
| self, user_id: str, folder_id: str | |
| ) -> bool: | |
| try: | |
| with get_db() as db: | |
| db.query(Chat).filter_by(user_id=user_id, folder_id=folder_id).delete() | |
| db.commit() | |
| return True | |
| except Exception: | |
| return False | |
| def delete_shared_chats_by_user_id(self, user_id: str) -> bool: | |
| try: | |
| with get_db() as db: | |
| chats_by_user = db.query(Chat).filter_by(user_id=user_id).all() | |
| shared_chat_ids = [f"shared-{chat.id}" for chat in chats_by_user] | |
| db.query(Chat).filter(Chat.user_id.in_(shared_chat_ids)).delete() | |
| db.commit() | |
| return True | |
| except Exception: | |
| return False | |
| Chats = ChatTable() | |