r"""Converts the record to an :obj:`OpenAIMessage` object.

Represent the slide page in text.

r"""Upload a local file to the object storage. Args: local_file_path (Path): The path to the local file to be uploaded.

Validate whether MathJax appears correctly injected in HTML.

r"""Waits for a task to complete by polling its status. Args: task_id (str): The ID of the task to monitor. polling_i

Initialize the table parser with the xml content. Args: input: The xml content.

x: [b, h, l, l] ret: [b, h, l, 2*l-1]

Adjust cluster bounding boxes to contain their cells.

r"""Runs inference of OpenRouter chat completion asynchronously. Args: messages (List[OpenAIMessage]): Message list with the chat

Assign cells to best overlapping cluster.

Bias for self-attention to encourage attention to close positions. Args: length: an integer scalar. Returns: a Ten

Build indices from extracted resources for fast lookup by caption/id.

Build a variables block under an equation from slide_data.

r"""Calculate the complexity score for a set of QA pairs. Args: qa_pairs (List[Dict[str, Any]]): List of QA pairs to calculate

r"""Capture a screenshot from a video file at a specific timestamp. Args: video_file (str): The path to the video file. timestamp

r"""Checks if the specified collection exists in Milvus and creates it if it doesn't, ensuring it matches the specified vector dimensionality.

r"""Check the quality of question-answer pairs. Args: qa_pairs (List[Dict[str, str]]): List of QA pairs to check. Return

r"""Check the quality of input text. Args: text (str): Text to check quality for. Returns: bool: True if tex

r"""Remove ANSI escape sequences from the output.

r"""Returns wether the collection exists in the database

r"""Checks whether a collection with the specified name exists in the database. Args: collection_name (str): The name of

r"""Generates a valid collection name from a given file path or URL. Args: content (Union[str, Element]): Local file path, remote

Filter examples based on complexity threshold. Removes examples with complexity scores below the configured threshold. Args

r"""Converts OpenAI API messages to Reka API messages. Args: messages (List[OpenAIMessage]): A list of messages in OpenAI

r"""Converts a Reka `ChatResponse` to an OpenAI-style `ChatCompletion` response. Args: response (ChatResponse): The respo

r"""Converts a response from the LiteLLM format to the OpenAI format. Parameters: response (LiteLLMResponse): The response object

r"""Convert an OpenAI message to a Mistral ChatCompletionRequest. Args: openai_msg (OpenAIMessage): An individual message with Op

r"""Copmute the cosine similarity of two vectors. Args: vec1 (np.ndarray): Vector 1 vec2 (np.ndarray): Vector 2

r"""Count image tokens for OpenAI vision model. An :obj:`"auto"` resolution model will be treated as :obj:`"high"`. All images with :o

r"""Initializes the Milvus client with the provided connection details. Args: url_and_api_key (Tuple[str, str]): The URL and API

r"""Creates the Redis client with the provided URL and options. Args: **kwargs: Additional keyword arguments for Redis client

Create a unified range along the table groups. Args: tgs: Table group column specifications. Returns: Unifie

r"""Create a user message from a task.

r"""Creates a new worker node for a given task and add it to the children list of this node. This is one of the actions that the coord

r"""Deletes an existing collection from the database. Args: collection (str): Name of the collection to be deleted.

r"""Deletes a specific relationship between two nodes in the Neo4j database. Args: subj (str): The identifier for the sub

Guess the mime type of an XHTML, HTML, or XML file from its content. Args: content: A short piece of a document from its beginnin

r""" Run tesseract in PSM 0 mode to detect the language

Enables gradient checkpointing for the model.

r"""Ensures that the server is running. If not, starts the server.

r"""Execute the code in the Jupyter kernel and return the result.