Calculate token count if not provided.

* Encodes arbitrary data to a URL-safe base64 string. * @param data - The data to encode (will be stringified). * @returns A URL-safe base64 encoded

* Durable Objects alarm handler - used for cleanup

* Durable Objects alarm handler - used for cleanup

Synchronous version of analyze_data. Args: data_input: Raw data or description to analyze dependencies: Optional analysi

Synchronous version of analyze_data. Args: data_input: Raw data or description to analyze dependencies: Optional analysi

Analyze numerical data and provide statistical insights. Args: data_description: Description of what the numbers represent

Analyze numerical data and provide statistical insights. Args: data_description: Description of what the numbers represent

Synchronous version of ask_agent. Args: question: Question or request for the agent Returns: String response fr

Synchronous version of ask_agent. Args: question: Question or request for the agent Returns: String response fr

Assert that a hybrid search result dictionary is valid.

Assert that a SearchResult object is valid.

Perform mathematical calculations safely. Args: expression: Mathematical expression to evaluate description: Optional de

Perform mathematical calculations safely. Args: expression: Mathematical expression to evaluate description: Optional de

Synchronous version of chat_with_agent for simple use cases. Args: message: User's message to the agent context: Optiona

Synchronous version of chat_with_agent for simple use cases. Args: message: User's message to the agent context: Optiona

Chunk a document into semantically coherent pieces. Args: content: Document content title: Document

Chunk a document into semantically coherent pieces. Args: content: Document content title: Document

Close connection pool.

Close connection pool.

* Closes the WebSocket connection, optionally using code as the the WebSocket connection close code and reason as the the WebSocket connection close r

* Connect directly to Hyperdrive as if it's your database, returning a TCP socket. * * Calling this method returns an idential socket to if

* The content type of the returned image

Create an email draft based on research context using the Email Agent. Args: recipient_email: Email address of the recipient

Create an email draft based on research context using the Email Agent. Args: recipient_email: Email address of the recipient

Create a mock agent response for testing.

Create a research agent with specified dependencies. Args: brave_api_key: Brave Search API key gmail_credentials_path: P

Create a research agent with specified dependencies. Args: brave_api_key: Brave Search API key gmail_credentials_path: P

Custom function to generate specific responses.

Custom function to generate specific responses.

* Draw an image on this transformer, returning a transform handle. * You can then apply more transformations, draw, or retrieve the output.

Dynamic system prompt that includes conversation context.

Dynamic system prompt that includes conversation context.

Create an instance of the default event loop for the test session.

Create an instance of the default event loop for the test session.

Create an instance of the default event loop for the test session.

Execute a custom query. Args: query: SQL query *params: Query parameters Returns: Query results

Execute a custom query. Args: query: SQL query *params: Query parameters Returns: Query results

Create dependencies that will fail for testing error handling.

Create dependencies that will fail for testing error handling.

Format data into structured output. Args: data: Raw data to format format_type: Type of formatting (table, list, json)

Format data into structured output. Args: data: Raw data to format format_type: Type of formatting (table, list, json)