Camel.utils.message summarizer

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MessageSummary

class MessageSummary(BaseModel):

• summary (str): A brief, one-sentence summary of the conversation.
• participants (List[str]): The roles of participants involved.
• key_topics_and_entities (List[str]): Important topics, concepts, and entities discussed.
• decisions_and_outcomes (List[str]): Key decisions, conclusions, or outcomes reached.
• action_items (List[str]): A list of specific tasks or actions to be taken, with assignees if mentioned.
• progress_on_main_task (str): A summary of progress made on the primary task.

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MessageSummarizer

class MessageSummarizer:

• model_backend (Optional[BaseModelBackend], optional): The model backend to use for summarization. If not provided, a default model backend will be created.

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init

def __init__(self, model_backend: Optional[BaseModelBackend] = None):

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summarize

def summarize(self, messages: List[BaseMessage]):

• messages (List[BaseMessage]): List of messages to summarize.