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docstrings: chat_loaders
(#10307)
Updated docstrings. Made them consistent across the module.
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@ -1,6 +1,19 @@
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"""Load chat messages from common communications platforms for finetuning.
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"""**Chat Loaders** load chat messages from common communications platforms.
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This module provides functions to load chat messages from various
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Load chat messages from various
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communications platforms such as Facebook Messenger, Telegram, and
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WhatsApp. The loaded chat messages can be used for finetuning models.
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"""
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WhatsApp. The loaded chat messages can be used for fine-tuning models.
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**Class hierarchy:**
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.. code-block::
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BaseChatLoader --> <name>ChatLoader # Examples: WhatsAppChatLoader, IMessageChatLoader
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**Main helpers:**
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.. code-block::
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ChatSession
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""" # noqa: E501
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@ -1,10 +1,3 @@
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"""Base definitions for chat loaders.
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A chat loader is a class that loads chat messages from an external
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source such as a file or a database. The chat messages can then be
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used for finetuning.
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"""
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from abc import ABC, abstractmethod
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from typing import Iterator, List, Sequence, TypedDict
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@ -12,7 +5,7 @@ from langchain.schema.messages import BaseMessage
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class ChatSession(TypedDict):
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"""A chat session represents a single
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"""Chat Session represents a single
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conversation, channel, or other group of messages."""
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messages: Sequence[BaseMessage]
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@ -10,7 +10,7 @@ logger = logging.getLogger(__file__)
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class SingleFileFacebookMessengerChatLoader(BaseChatLoader):
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"""A chat loader for loading Facebook Messenger chat data from a single file.
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"""Load `Facebook Messenger` chat data from a single file.
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Args:
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path (Union[Path, str]): The path to the chat file.
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@ -45,7 +45,7 @@ class SingleFileFacebookMessengerChatLoader(BaseChatLoader):
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class FolderFacebookMessengerChatLoader(BaseChatLoader):
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"""A chat loader for loading Facebook Messenger chat data from a folder.
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"""Load `Facebook Messenger` chat data from a folder.
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Args:
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path (Union[str, Path]): The path to the directory
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@ -62,7 +62,7 @@ def _get_message_data(service: Any, message: Any) -> ChatSession:
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class GMailLoader(BaseChatLoader):
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"""This loader goes over how to load data from GMail.
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"""Load data from `GMail`.
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There are many ways you could want to load data from GMail.
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This loader is currently fairly opinionated in how to do so.
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@ -1,14 +1,3 @@
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"""IMessage Chat Loader.
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This class is used to load chat sessions from the iMessage chat.db SQLite file.
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It only works on macOS when you have iMessage enabled and have the chat.db file.
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The chat.db file is likely located at ~/Library/Messages/chat.db. However, your
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terminal may not have permission to access this file. To resolve this, you can
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copy the file to a different location, change the permissions of the file, or
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grant full disk access for your terminal emulator in System Settings > Security
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and Privacy > Full Disk Access.
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"""
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from __future__ import annotations
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from pathlib import Path
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@ -22,6 +11,17 @@ if TYPE_CHECKING:
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class IMessageChatLoader(chat_loaders.BaseChatLoader):
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"""Load chat sessions from the `iMessage` chat.db SQLite file.
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It only works on macOS when you have iMessage enabled and have the chat.db file.
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The chat.db file is likely located at ~/Library/Messages/chat.db. However, your
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terminal may not have permission to access this file. To resolve this, you can
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copy the file to a different location, change the permissions of the file, or
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grant full disk access for your terminal emulator in System Settings > Security
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and Privacy > Full Disk Access.
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"""
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def __init__(self, path: Optional[Union[str, Path]] = None):
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"""
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Initialize the IMessageChatLoader.
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@ -12,6 +12,8 @@ logger = logging.getLogger(__name__)
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class SlackChatLoader(chat_loaders.BaseChatLoader):
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"""Load `Slack` conversations from a dump zip file."""
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def __init__(
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self,
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path: Union[str, Path],
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@ -13,8 +13,7 @@ logger = logging.getLogger(__name__)
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class TelegramChatLoader(chat_loaders.BaseChatLoader):
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"""A loading utility for converting telegram conversations
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to LangChain chat messages.
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"""Load `telegram` conversations to LangChain chat messages.
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To export, use the Telegram Desktop app from
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https://desktop.telegram.org/, select a conversation, click the three dots
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@ -12,6 +12,8 @@ logger = logging.getLogger(__name__)
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class WhatsAppChatLoader(chat_loaders.BaseChatLoader):
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"""Load `WhatsApp` conversations from a dump zip file or directory."""
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def __init__(self, path: str):
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"""Initialize the WhatsAppChatLoader.
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