Generate image embeddings for images in a directory. Args: image_dir (str): The directory containing images. extractor: The

r"""Handle exceptions by logging and returning an error message. Args: func_name (str): The name of the function where the except

r"""Handle exceptions by logging and returning an error message. Args: func_name (str): The name of the function where the except

Convert a string like '12.0 Inches' into a float (12.0).

Convert a string like '12.0 Inches' into a float (12.0).

r"""Reset Task to initial state.

r"""Record a message. Args: role (Literal["user", "assistant", "system", "tool"]): The role of the message.

r"""Record a message. Args: role (Literal["user", "assistant", "system", "tool"]): The role of the message.

r"""Updates the agent memory with a new message. Args: message (BaseMessage): The new message to add to the stored

r"""Updates the agent memory with a new message. Args: message (BaseMessage): The new message to add to the stored

r"""Validates the OpenAI tool schema against :obj:`ToolAssistantToolsFunction`. This function checks if the provided :obj:`openai_tool

r"""Validates the OpenAI tool schema against :obj:`ToolAssistantToolsFunction`. This function checks if the provided :obj:`openai_tool

Apply an HTML style to text. Args: text: A string containing plain text. style_tag: An HTML tag name for

Apply an HTML style to text. Args: text: A string containing plain text. style_tag: An HTML tag name for

r"""Authenticate using the Slack API. Args: slack_token (str, optional): The Slack API token. If not provided, it

r"""Authenticate using the Slack API. Args: slack_token (str, optional): The Slack API token. If not provided, it

r"""Closes the Redis client asynchronously.

r"""Create a new instance of the :obj:`BaseMessage` with updated content. Args: content (str): The new content value.

r"""Create a new instance of the :obj:`BaseMessage` with updated content. Args: content (str): The new content value.

r""" Resolve the device based on the acceleration options and the available devices in the system Rules: 1. AUTO: Check for the best avail

r""" Resolve the device based on the acceleration options and the available devices in the system Rules: 1. AUTO: Check for the best avail

r"""Executes the code string using the provided interpreter. This method runs a code string through either a specified interpreter or

r"""Executes the code string using the provided interpreter. This method runs a code string through either a specified interpreter or

Opens all PNG images in folder_path named '{paper_name}-{index}.png', starting from index=1 up to the first missing, and returns them eit

Opens all PNG images in folder_path named '{paper_name}-{index}.png', starting from index=1 up to the first missing, and returns them eit

r"""Reads a CSV file and returns a DataFrame. Args: file_path (str): The path to the CSV file. *args (Any): Additiona

r"""Reset the collector. Args: reset_agents (bool, optional): Whether to reset the agents. Defaults to True.

r"""Reset the collector. Args: reset_agents (bool, optional): Whether to reset the agents. Defaults to True.

Save the current Presentation object to disk. :param prs: The Presentation object. :param file_name: The file path/name for the save

Filter shapes in the slide by type. Args: shape_type (type): The type of shapes to filter. shapes (list[Shap

Filter shapes in the slide by type. Args: shape_type (type): The type of shapes to filter. shapes (list[Shap

r"""Start the node.

Represent the slide page in text.

Reset the variables from stream data.

Reset the variables from stream data.

r"""Process the response based on the specified return type. This helper method processes the API response and returns the content in the spe

r"""Process the response based on the specified return type. This helper method processes the API response and returns the content in the spe

r"""Retries a function in case of network-related errors. Args: func (callable): The function to be retried. *args: A

r"""Retries a function in case of network-related errors. Args: func (callable): The function to be retried. *args: A

Extract table data (rows, columns, text in each cell, etc.) from the table shape.

Extract table data (rows, columns, text in each cell, etc.) from the table shape.

Initialize and return an image model and its feature extractor. Args: device (str): The device to run the model on. Returns:

Get the inline style for the shape element. Args: style_args (StyleArg): The style arguments for HTML conversion.

Get the inline style for the shape element. Args: style_args (StyleArg): The style arguments for HTML conversion.

Return the first None index.

Return the first None index.

r"""Returns a list of all tools in the runtime.

r"""Returns a list of all tools in the runtime.

r"""Resets the agent to its initial state.

r"""Reset the retriever. Some benchmarks may require resetting the retriever after each query. Args: **kwargs: Ad

r"""Resets the agent to its initial state.

r"""Reset the retriever. Some benchmarks may require resetting the retriever after each query. Args: **kwargs: Ad

r"""Saves a batch of records to the key-value storage system. Args: records (List[Dict[str, Any]]): A list of dictionaries, where

r"""Saves a batch of records to the key-value storage system. Args: records (List[Dict[str, Any]]): A list of dictionaries, where

Save the current Presentation object to disk. :param prs: The Presentation object. :param file_name: The file path/name for the save

Represent the slide page in text.

Internal helper to convert a string alignment (e.g., "left", "center") to the corresponding PP_ALIGN constant. Default to PP_ALIGN.LEFT

Internal helper to convert a string alignment (e.g., "left", "center") to the corresponding PP_ALIGN constant. Default to PP_ALIGN.LEFT

Iterates over all slides and shapes in the Presentation 'prs'. - For shapes whose name maps to the given 'hierarchy' in 'name_to_hierarchy' (

r"""A class method to construct a `VectorDBQueryResult` instance.

r"""A class method to construct a `VectorDBQueryResult` instance.

r"""Deletes points from the collection based on either IDs or payload filters. Args: ids (Optional[List[str]], optional):

Find the an element in a slide. Args: slide (SlidePage): The slide element_id (int): The ID of the element. Returns:

Find the an element in a slide. Args: slide (SlidePage): The slide element_id (int): The ID of the element. Returns:

r"""Gets chat context with a proper size for the agent from the memory. Returns: (List[OpenAIMessage], int): A tuple containing t

r"""Gets chat context with a proper size for the agent from the memory. Returns: (List[OpenAIMessage], int): A tuple containing t

r"""Whether tool calling is enabled for this agent. Returns: bool: Whether tool calling is enabled for this agent, determined