o 貪gðã@s2dZddlmZddlZddlmZd d d „ZdS) z!Utilities for processing prompts.é)Ú annotationsN)Ú AbstractSetÚpromptÚstrÚreturnúAbstractSet[str]cCs:g}t ¡ |¡D]\}}}}|dur| |¡q t|ƒS)a Returns the placeholders for `prompt`. E.g. Given "A for {word_one} B for {word_two}", returns {"word_one", "word_two"}. Args: prompt: A prompt template with optional placeholders. Returns: A sequence of placeholders in `prompt`. N)ÚstringÚ FormatterÚparseÚappendÚ frozenset)rÚ placeholdersÚ_Ú field_name©rúi/var/www/html/chatdoc2/venv/lib/python3.10/site-packages/google/generativeai/notebook/lib/prompt_utils.pyÚget_placeholderss   €r)rrrr)Ú__doc__Ú __future__rrÚtypingrrrrrrÚs