Get an HTML entity of a greek letter in ISO 8879. Args: The text to transform, as an ISO 8879 entitiy. Returns:

Helper for getting incremental state for an nn.Module.

r"""Generates an OpenAI JSON schema from a given Python function. This function creates a schema compatible with OpenAI's API specifications,

r"""Generates a text prompt using the specified :obj:`task_type` and :obj:`key`. Args: task_type (TaskType): The type of

Get a text in subscript as HTML entities. Args: The text to transform. Returns: The text in subscript as HTM

Get a text in superscript as HTML entities. Args: text: The text to transform. Returns: The text in superscr

r"""Initializes the stored messages list with the current system message.

Check whether MathJax has been injected into HTML.

r"""Parse a function call string to extract the function name, positional arguments, and keyword arguments, including nested function calls.

r"""Refreshes the Neo4j graph schema information by querying the database for node properties, relationship properties, and relationsh

r"""Resets the :obj:`ChatAgent` to its initial state.

Find item in document from a reference path

r"""Retries a function in case of any errors. Args: func (Callable): The function to be retried. retries (int): Number of retry a

r"""Executes the automatic vector retriever process using vector storage. Args: query (str): Query string for information

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

Convert the text frame to PPTC format. Args: father_idx (int): The index of the parent shape. Returns:

r"""Verify if a generated answer is semantically equivalent to the golden answer for a given question. Args: question (st

r"""Wait for the API Server to be ready. Args: timeout (int): The number of seconds to wait. (default: :obj: `10`) Retur

r"""Writes a record to the memory, appending it to existing ones. Args: record (MemoryRecord): Record to be added to the memory.

r"""Checks if an entity has any remaining edges in the graph. Args: entity_id (str): The identifier of the entity. Retur

r"""Checks if the given entity has any relationships in the graph database. Args: entity (str): The unique identifier of

r"""Clean up the API server when exiting.

r"""Creates a new collection in the database. Args: collection_name (str): Name of the collection to be created. size

r"""Creates a new collection in the database. Args: collection_name (str): Name of the collection to be created. **kw

r"""Helper method to generate output from context units. This method converts the provided context units into a format suitable for o

r"""Decompose the task into subtasks. This method will also set the relationship between the task and its subtasks. Returns:

r"""Deletes an entity from the Neo4j database based on its unique identifier. Args: entity (str): The unique identifier o

r"""Download the video and optionally split it into chunks. yt-dlp will detect if the video is downloaded automatically so there is n

Expand bbox by ratios and clamp to page bounds.

r"""Retrieves details of an existing collection. Args: collection_name (str): Name of the collection to be checked. Retu

r"""Retrieves details of an existing collection. Args: collection_name (str): Name of the collection to be checked. Retu

r"""Cache embeddings to reduce recomputation.

r"""Retrieves search results from the arXiv API based on the provided query and optional paper IDs. Args: query (str): Th

r"""Generates a formatted report of the user information from the JSON response. Args: username (Optional[str], optional): The userna

Initialize vocabulary with tokens from token_generator.

r"""Log final messages or warnings about multiple responses.

Log detailed metrics (F1, accuracy, etc.) for each task type.

Log rewards separately for each task type (score, deficiency, comparison).

Process single slide

r"""Processes a sequence of chat messages, returning the processed message. If multiple messages are provided and `with_critic_in_the_

Async version using Playwright for HTML to image rendering.

Sanitize LaTeX for safe MathJax rendering inside HTML. - Normalize whitespace - Undo any prior HTML entities, then escape <, >, & - Conve

Manually create or replace the solidFill element in this run's XML to force the color if run.font.color is None or doesn't exist yet.

Remove embedded data URLs and other huge payloads to keep token size small.

Sort clusters in reading order (top-to-bottom, left-to-right).

r"""Standardize the given URL.

r"""Return trivial response containing number of tokens and information of called functions when the number of tokens exceeds. Args:

r"""Processes a function call within the chat completion response, records the function call in the provided list of tool calls and up

r"""Internal function of structuring the output of the agent based on the given output schema. Args: response_format (Typ

r"""Add a subtask to the current task. Args: task (Task): The subtask to be added.

r"""Add messages to agent memory and get response.