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* Add InMemoryChatMessageStore and ChatMessageStore without filters * Minor fix * PR feedback, simplify, use ABC instead of Protocol * Simplify test files * Fix header --------- Co-authored-by: Julian Risch <[email protected]>
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# SPDX-FileCopyrightText: 2022-present deepset GmbH <[email protected]> | ||
# | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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from haystack_experimental.chat_message_stores.in_memory import InMemoryChatMessageStore | ||
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_all_ = ["InMemoryChatMessageStore"] |
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# SPDX-FileCopyrightText: 2022-present deepset GmbH <[email protected]> | ||
# | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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from typing import Any, Dict, Iterable, List | ||
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from haystack import default_from_dict, default_to_dict, logging | ||
from haystack.dataclasses import ChatMessage | ||
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from haystack_experimental.chat_message_stores.types import ChatMessageStore | ||
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logger = logging.getLogger(__name__) | ||
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class InMemoryChatMessageStore(ChatMessageStore): | ||
""" | ||
Stores chat messages in-memory. | ||
""" | ||
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def __init__( | ||
self, | ||
): | ||
""" | ||
Initializes the InMemoryChatMessageStore. | ||
""" | ||
self.messages = [] | ||
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def to_dict(self) -> Dict[str, Any]: | ||
""" | ||
Serializes the component to a dictionary. | ||
:returns: | ||
Dictionary with serialized data. | ||
""" | ||
return default_to_dict( | ||
self, | ||
) | ||
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@classmethod | ||
def from_dict(cls, data: Dict[str, Any]) -> "InMemoryChatMessageStore": | ||
""" | ||
Deserializes the component from a dictionary. | ||
:param data: | ||
The dictionary to deserialize from. | ||
:returns: | ||
The deserialized component. | ||
""" | ||
return default_from_dict(cls, data) | ||
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def count_messages(self) -> int: | ||
""" | ||
Returns the number of chat messages stored. | ||
:returns: The number of messages. | ||
""" | ||
return len(self.messages) | ||
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def write_messages(self, messages: List[ChatMessage]) -> int: | ||
""" | ||
Writes chat messages to the ChatMessageStore. | ||
:param messages: A list of ChatMessages to write. | ||
:returns: The number of messages written. | ||
:raises ValueError: If messages is not a list of ChatMessages. | ||
""" | ||
if not isinstance(messages, Iterable) or any(not isinstance(message, ChatMessage) for message in messages): | ||
raise ValueError("Please provide a list of ChatMessages.") | ||
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self.messages.extend(messages) | ||
return len(messages) | ||
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def delete_messages(self) -> None: | ||
""" | ||
Deletes all stored chat messages. | ||
""" | ||
self.messages = [] | ||
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def retrieve(self) -> List[ChatMessage]: | ||
""" | ||
Retrieves all stored chat messages. | ||
:returns: A list of chat messages. | ||
""" | ||
return self.messages |
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# SPDX-FileCopyrightText: 2022-present deepset GmbH <[email protected]> | ||
# | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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from abc import ABC, abstractmethod | ||
from typing import Any, Dict, List | ||
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from haystack import logging | ||
from haystack.dataclasses import ChatMessage | ||
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logger = logging.getLogger(__name__) | ||
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class ChatMessageStore(ABC): | ||
""" | ||
Stores ChatMessages to be used by the components of a Pipeline. | ||
Classes implementing this protocol might store ChatMessages either in durable storage or in memory. They might | ||
allow specialized components (e.g. retrievers) to perform retrieval on them, either by embedding, by keyword, | ||
hybrid, and so on, depending on the backend used. | ||
In order to write or retrieve chat messages, consider using a ChatMessageWriter or ChatMessageRetriever. | ||
""" | ||
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@abstractmethod | ||
def to_dict(self) -> Dict[str, Any]: | ||
""" | ||
Serializes this store to a dictionary. | ||
:returns: The serialized store as a dictionary. | ||
""" | ||
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@classmethod | ||
@abstractmethod | ||
def from_dict(cls, data: Dict[str, Any]) -> "ChatMessageStore": | ||
""" | ||
Deserializes the store from a dictionary. | ||
:param data: The dictionary to deserialize from. | ||
:returns: The deserialized store. | ||
""" | ||
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@abstractmethod | ||
def count_messages(self) -> int: | ||
""" | ||
Returns the number of chat messages stored. | ||
:returns: The number of messages. | ||
""" | ||
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@abstractmethod | ||
def write_messages(self, messages: List[ChatMessage]) -> int: | ||
""" | ||
Writes chat messages to the ChatMessageStore. | ||
:param messages: A list of ChatMessages to write. | ||
:returns: The number of messages written. | ||
:raises ValueError: If messages is not a list of ChatMessages. | ||
""" | ||
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@abstractmethod | ||
def delete_messages(self) -> None: | ||
""" | ||
Deletes all stored chat messages. | ||
""" | ||
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@abstractmethod | ||
def retrieve(self) -> List[ChatMessage]: | ||
""" | ||
Retrieves all stored chat messages. | ||
:returns: A list of chat messages. | ||
""" |
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# SPDX-FileCopyrightText: 2022-present deepset GmbH <[email protected]> | ||
# | ||
# SPDX-License-Identifier: Apache-2.0 |
86 changes: 86 additions & 0 deletions
86
test/chat_message_stores/test_in_memory_chat_message_store.py
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from haystack.dataclasses import ChatMessage | ||
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from haystack_experimental.chat_message_stores.in_memory import InMemoryChatMessageStore | ||
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class TestInMemoryChatMessageStore: | ||
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def test_init(self): | ||
""" | ||
Test that the InMemoryChatMessageStore can be initialized and that it works as expected. | ||
""" | ||
store = InMemoryChatMessageStore() | ||
assert store.count_messages() == 0 | ||
assert store.retrieve() == [] | ||
assert store.write_messages([]) == 0 | ||
assert not store.delete_messages() | ||
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def test_to_dict(self): | ||
""" | ||
Test that the InMemoryChatMessageStore can be serialized to a dictionary. | ||
""" | ||
store = InMemoryChatMessageStore() | ||
assert store.to_dict() == { | ||
"init_parameters": {}, | ||
"type": "haystack_experimental.chat_message_stores.in_memory.InMemoryChatMessageStore" | ||
} | ||
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def test_from_dict(self): | ||
""" | ||
Test that the InMemoryChatMessageStore can be deserialized from a dictionary. | ||
""" | ||
data = { | ||
"init_parameters": {}, | ||
"type": "haystack_experimental.chat_message_stores.in_memory.InMemoryChatMessageStore" | ||
} | ||
store = InMemoryChatMessageStore.from_dict(data) | ||
assert store.to_dict() == data | ||
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def test_count_messages(self): | ||
""" | ||
Test that the InMemoryChatMessageStore can count the number of messages in the store correctly. | ||
""" | ||
store = InMemoryChatMessageStore() | ||
assert store.count_messages() == 0 | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hello, how can I help you?")]) | ||
assert store.count_messages() == 1 | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hallo, wie kann ich Ihnen helfen?")]) | ||
assert store.count_messages() == 2 | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hola, ¿cómo puedo ayudarte?")]) | ||
assert store.count_messages() == 3 | ||
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def test_retrieve(self): | ||
""" | ||
Test that the InMemoryChatMessageStore can retrieve all messages from the store correctly. | ||
""" | ||
store = InMemoryChatMessageStore() | ||
assert store.retrieve() == [] | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hello, how can I help you?")]) | ||
assert store.retrieve() == [ChatMessage.from_user(content="Hello, how can I help you?")] | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hallo, wie kann ich Ihnen helfen?")]) | ||
assert store.retrieve() == [ | ||
ChatMessage.from_user(content="Hello, how can I help you?"), | ||
ChatMessage.from_user(content="Hallo, wie kann ich Ihnen helfen?"), | ||
] | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hola, ¿cómo puedo ayudarte?")]) | ||
assert store.retrieve() == [ | ||
ChatMessage.from_user(content="Hello, how can I help you?"), | ||
ChatMessage.from_user(content="Hallo, wie kann ich Ihnen helfen?"), | ||
ChatMessage.from_user(content="Hola, ¿cómo puedo ayudarte?"), | ||
] | ||
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def test_delete_messages(self): | ||
""" | ||
Test that the InMemoryChatMessageStore can delete all messages from the store correctly. | ||
""" | ||
store = InMemoryChatMessageStore() | ||
assert store.count_messages() == 0 | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hello, how can I help you?")]) | ||
assert store.count_messages() == 1 | ||
store.delete_messages() | ||
assert store.count_messages() == 0 | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hallo, wie kann ich Ihnen helfen?")]) | ||
store.write_messages(messages=[ChatMessage.from_user(content="Hola, ¿cómo puedo ayudarte?")]) | ||
assert store.count_messages() == 2 | ||
store.delete_messages() | ||
assert store.count_messages() == 0 |
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# SPDX-FileCopyrightText: 2022-present deepset GmbH <[email protected]> | ||
# | ||
# SPDX-License-Identifier: Apache-2.0 | ||
# SPDX-License-Identifier: Apache-2.0 |