Render template placeholders with current context knowledge.

Convert literal '\\n' (and '\\r\\n') sequences into real newlines, but only outside strings.

* Add build_func parameters to pending builder calls * This handles the new build_func=partial(...), build_func=lambda..., etc. pattern

Compile a compatibility blueprint through the AML runtime compiler.

Construct and build the MapCoder graph for one model + (k, t) config.

Run an OpenAI-compatible request with visible bounded retry/backoff.

Parse ChatDev v1 chain JSON or v2 workflow YAML into a blueprint.

Establish a best-effort connection to the Visualizer extension host. Returns a `VisualizerClient` on success, otherwise None.

* Detect builder function calls in code and record them for async expansion

Find the largest `(nodes, edges)` pair embedded in a nested mapping (LangFlow / Dify style exports).

Extract answer from text (A/B/C/D). Prioritize finding standalone line answer format. Args: text: Text containing answer.

Extract answer from text. Args: text: Text containing answer. Returns: Extracted answer string, or None if not

Extract answer from text (A-J, total 10 options). Prioritize finding standalone line answer format. Args: text: Text contain

Extract code completion from CAMEL framework result. HumanEval needs function body (not including function signature), because prompt al

Extract function signature information from MBPP's code field. Args: code: MBPP's code field (containing complete function defin

Extract function signature information from LiveCodeBench problem. Args: problem: LiveCodeBench problem dictionary. Ret

Build the `[{call, expected}]` list that the Tester CustomNode expects. Args: prompt: HumanEval `prompt` field (function signature + docs

Format a template string and track which fields were consumed. Args: content: Template text containing `{field}` placeholders. fo

Official HumanEval full evaluation: func + test + check(entry_point). Uses fresh namespace.

Serialize a graph_design object as an AML v0.2 document.

* Initialize result containers based on base type

Return a new user payload with context injected.

* @param {unknown} value * @returns {value is Record<string, unknown>}

* @param {string} nodeName * @returns {boolean}

Parse a Langflow React Flow export into a normalized blueprint.

Load JSON or YAML based on file suffix.

Load a YAML/JSON mapping from a path, inline text, or bytes.

Write an AML preview document when ``aml_path`` requests it.

Write legacy ``graph_design.json`` when ``graph_design_path`` requests it.