Checks if the method overrides the method in the parent class by inspect if the code object of the method is different from the

Parses the choice (e.g., 'A', 'B') from the answer text. Handles formats like: - "Answer: A" - "Choice: A" - "A." - "A"

Fix common SQL formatting issues

quote_fts(...) taken mostly from sqlite-utils library. https://sqlite-utils.datasette.io/en/stable/python-api.html#quoting-characters-for-use

description: Record a new payment for an expense. This only records payment on splitwise and does not move real money. model: Payment ---

Remove DISTINCT keyword from SQL query

Builds an in-memory sqlite virtual table with all string items, searches over it using FTS, and returns the reordered items as per query

Returns a copy API Docs in Smolagents format.

Split the elements in a tuple/interval, while handling well-formatted commas in large numbers

Example table_data: data = { "header": ["row1", "row2"], "col1": [10.0, 20.0], "col2": [30.0, 40.0] } output:

Truncate text to a maximum number of tokens. Args: text: Text to truncate max_tokens: Maximum number of tokens m

Create sorted version of row for comparison

Make a single async API request with timeout. Args: client: AsyncOpenAI client instance model: Model name/path m

Build context string from batch items for guidance generation.

Filter items using reward function to keep only genuine error cases. Only keeps items where the standard answer is genuinely