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BaseMemory #

Bases: BaseComponent

Base class for all memory types.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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class BaseMemory(BaseComponent):
    """Base class for all memory types."""

    @classmethod
    def class_name(cls) -> str:
        """Get class name."""
        return "BaseMemory"

    @classmethod
    @abstractmethod
    def from_defaults(
        cls,
        **kwargs: Any,
    ) -> "BaseMemory":
        """Create a chat memory from defaults."""

    @abstractmethod
    def get(self, input: Optional[str] = None, **kwargs: Any) -> List[ChatMessage]:
        """Get chat history."""

    async def aget(
        self, input: Optional[str] = None, **kwargs: Any
    ) -> List[ChatMessage]:
        """Get chat history."""
        return await asyncio.to_thread(self.get, input=input, **kwargs)

    @abstractmethod
    def get_all(self) -> List[ChatMessage]:
        """Get all chat history."""

    async def aget_all(self) -> List[ChatMessage]:
        """Get all chat history."""
        return await asyncio.to_thread(self.get_all)

    @abstractmethod
    def put(self, message: ChatMessage) -> None:
        """Put chat history."""

    async def aput(self, message: ChatMessage) -> None:
        """Put chat history."""
        await asyncio.to_thread(self.put, message)

    def put_messages(self, messages: List[ChatMessage]) -> None:
        """Put chat history."""
        for message in messages:
            self.put(message)

    async def aput_messages(self, messages: List[ChatMessage]) -> None:
        """Put chat history."""
        await asyncio.to_thread(self.put_messages, messages)

    @abstractmethod
    def set(self, messages: List[ChatMessage]) -> None:
        """Set chat history."""

    async def aset(self, messages: List[ChatMessage]) -> None:
        """Set chat history."""
        await asyncio.to_thread(self.set, messages)

    @abstractmethod
    def reset(self) -> None:
        """Reset chat history."""

    async def areset(self) -> None:
        """Reset chat history."""
        await asyncio.to_thread(self.reset)

class_name classmethod #

class_name() -> str

Get class name.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@classmethod
def class_name(cls) -> str:
    """Get class name."""
    return "BaseMemory"

from_defaults abstractmethod classmethod #

from_defaults(**kwargs: Any) -> BaseMemory

Create a chat memory from defaults.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@classmethod
@abstractmethod
def from_defaults(
    cls,
    **kwargs: Any,
) -> "BaseMemory":
    """Create a chat memory from defaults."""

get abstractmethod #

get(
    input: Optional[str] = None, **kwargs: Any
) -> List[ChatMessage]

Get chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@abstractmethod
def get(self, input: Optional[str] = None, **kwargs: Any) -> List[ChatMessage]:
    """Get chat history."""

aget async #

aget(
    input: Optional[str] = None, **kwargs: Any
) -> List[ChatMessage]

Get chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aget(
    self, input: Optional[str] = None, **kwargs: Any
) -> List[ChatMessage]:
    """Get chat history."""
    return await asyncio.to_thread(self.get, input=input, **kwargs)

get_all abstractmethod #

get_all() -> List[ChatMessage]

Get all chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@abstractmethod
def get_all(self) -> List[ChatMessage]:
    """Get all chat history."""

aget_all async #

aget_all() -> List[ChatMessage]

Get all chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aget_all(self) -> List[ChatMessage]:
    """Get all chat history."""
    return await asyncio.to_thread(self.get_all)

put abstractmethod #

put(message: ChatMessage) -> None

Put chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@abstractmethod
def put(self, message: ChatMessage) -> None:
    """Put chat history."""

aput async #

aput(message: ChatMessage) -> None

Put chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aput(self, message: ChatMessage) -> None:
    """Put chat history."""
    await asyncio.to_thread(self.put, message)

put_messages #

put_messages(messages: List[ChatMessage]) -> None

Put chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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def put_messages(self, messages: List[ChatMessage]) -> None:
    """Put chat history."""
    for message in messages:
        self.put(message)

aput_messages async #

aput_messages(messages: List[ChatMessage]) -> None

Put chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aput_messages(self, messages: List[ChatMessage]) -> None:
    """Put chat history."""
    await asyncio.to_thread(self.put_messages, messages)

set abstractmethod #

set(messages: List[ChatMessage]) -> None

Set chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@abstractmethod
def set(self, messages: List[ChatMessage]) -> None:
    """Set chat history."""

aset async #

aset(messages: List[ChatMessage]) -> None

Set chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aset(self, messages: List[ChatMessage]) -> None:
    """Set chat history."""
    await asyncio.to_thread(self.set, messages)

reset abstractmethod #

reset() -> None

Reset chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@abstractmethod
def reset(self) -> None:
    """Reset chat history."""

areset async #

areset() -> None

Reset chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def areset(self) -> None:
    """Reset chat history."""
    await asyncio.to_thread(self.reset)

BaseChatStoreMemory #

Bases: BaseMemory

Base class for storing multi-tenant chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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class BaseChatStoreMemory(BaseMemory):
    """Base class for storing multi-tenant chat history."""

    chat_store: SerializeAsAny[BaseChatStore] = Field(default_factory=SimpleChatStore)
    chat_store_key: str = Field(default=DEFAULT_CHAT_STORE_KEY)

    @field_serializer("chat_store")
    def serialize_courses_in_order(self, chat_store: BaseChatStore) -> dict:
        res = chat_store.model_dump()
        res.update({"class_name": chat_store.class_name()})
        return res

    @classmethod
    def class_name(cls) -> str:
        """Get class name."""
        return "BaseChatStoreMemory"

    @classmethod
    @abstractmethod
    def from_defaults(
        cls,
        chat_history: Optional[List[ChatMessage]] = None,
        llm: Optional[LLM] = None,
        **kwargs: Any,
    ) -> "BaseChatStoreMemory":
        """Create a chat memory from defaults."""

    def get_all(self) -> List[ChatMessage]:
        """Get all chat history."""
        return self.chat_store.get_messages(self.chat_store_key)

    async def aget_all(self) -> List[ChatMessage]:
        """Get all chat history."""
        return await self.chat_store.aget_messages(self.chat_store_key)

    def get(self, input: Optional[str] = None, **kwargs: Any) -> List[ChatMessage]:
        """Get chat history."""
        return self.chat_store.get_messages(self.chat_store_key, **kwargs)

    async def aget(
        self, input: Optional[str] = None, **kwargs: Any
    ) -> List[ChatMessage]:
        """Get chat history."""
        return await self.chat_store.aget_messages(self.chat_store_key, **kwargs)

    def put(self, message: ChatMessage) -> None:
        """Put chat history."""
        # ensure everything is serialized
        self.chat_store.add_message(self.chat_store_key, message)

    async def aput(self, message: ChatMessage) -> None:
        """Put chat history."""
        # ensure everything is serialized
        await self.chat_store.async_add_message(self.chat_store_key, message)

    def set(self, messages: List[ChatMessage]) -> None:
        """Set chat history."""
        self.chat_store.set_messages(self.chat_store_key, messages)

    async def aset(self, messages: List[ChatMessage]) -> None:
        """Set chat history."""
        # ensure everything is serialized
        await self.chat_store.aset_messages(self.chat_store_key, messages)

    def reset(self) -> None:
        """Reset chat history."""
        self.chat_store.delete_messages(self.chat_store_key)

    async def areset(self) -> None:
        """Reset chat history."""
        await self.chat_store.adelete_messages(self.chat_store_key)

class_name classmethod #

class_name() -> str

Get class name.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@classmethod
def class_name(cls) -> str:
    """Get class name."""
    return "BaseChatStoreMemory"

from_defaults abstractmethod classmethod #

from_defaults(
    chat_history: Optional[List[ChatMessage]] = None,
    llm: Optional[LLM] = None,
    **kwargs: Any
) -> BaseChatStoreMemory

Create a chat memory from defaults.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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@classmethod
@abstractmethod
def from_defaults(
    cls,
    chat_history: Optional[List[ChatMessage]] = None,
    llm: Optional[LLM] = None,
    **kwargs: Any,
) -> "BaseChatStoreMemory":
    """Create a chat memory from defaults."""

get_all #

get_all() -> List[ChatMessage]

Get all chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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def get_all(self) -> List[ChatMessage]:
    """Get all chat history."""
    return self.chat_store.get_messages(self.chat_store_key)

aget_all async #

aget_all() -> List[ChatMessage]

Get all chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aget_all(self) -> List[ChatMessage]:
    """Get all chat history."""
    return await self.chat_store.aget_messages(self.chat_store_key)

get #

get(
    input: Optional[str] = None, **kwargs: Any
) -> List[ChatMessage]

Get chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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def get(self, input: Optional[str] = None, **kwargs: Any) -> List[ChatMessage]:
    """Get chat history."""
    return self.chat_store.get_messages(self.chat_store_key, **kwargs)

aget async #

aget(
    input: Optional[str] = None, **kwargs: Any
) -> List[ChatMessage]

Get chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aget(
    self, input: Optional[str] = None, **kwargs: Any
) -> List[ChatMessage]:
    """Get chat history."""
    return await self.chat_store.aget_messages(self.chat_store_key, **kwargs)

put #

put(message: ChatMessage) -> None

Put chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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def put(self, message: ChatMessage) -> None:
    """Put chat history."""
    # ensure everything is serialized
    self.chat_store.add_message(self.chat_store_key, message)

aput async #

aput(message: ChatMessage) -> None

Put chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aput(self, message: ChatMessage) -> None:
    """Put chat history."""
    # ensure everything is serialized
    await self.chat_store.async_add_message(self.chat_store_key, message)

set #

set(messages: List[ChatMessage]) -> None

Set chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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def set(self, messages: List[ChatMessage]) -> None:
    """Set chat history."""
    self.chat_store.set_messages(self.chat_store_key, messages)

aset async #

aset(messages: List[ChatMessage]) -> None

Set chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def aset(self, messages: List[ChatMessage]) -> None:
    """Set chat history."""
    # ensure everything is serialized
    await self.chat_store.aset_messages(self.chat_store_key, messages)

reset #

reset() -> None

Reset chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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def reset(self) -> None:
    """Reset chat history."""
    self.chat_store.delete_messages(self.chat_store_key)

areset async #

areset() -> None

Reset chat history.

Source code in .build/python/llama-index-core/llama_index/core/memory/types.py 
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async def areset(self) -> None:
    """Reset chat history."""
    await self.chat_store.adelete_messages(self.chat_store_key)