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

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

r"""Reset Task to initial state.

Find item in document from a reference path

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"""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

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

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

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

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

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

Post-process the response from the agent.

Post-process the response from the agent.

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"""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"""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"""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"""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"""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"""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

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

Return list of Paths for UI header logos in order camel → tvg → waterloo. Prefer template/logos; fallback to assets folders; if none match, return

Find the best fuzzy match for a query among candidates. Args: query: The search query candidates: List of ca

Find the best fuzzy match for a query among candidates. Args: query: The search query candidates: List of ca

Generate commands for editing the slide content. Args: editor_output (dict): The editor output. content_sche

Generate commands for editing the slide content. Args: editor_output (dict): The editor output. content_sche

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"""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"""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"""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

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

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

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

Normalize a name for matching.