from typing import Any import structlog from pydantic import BaseModel from skyvern.constants import DEFAULT_MAX_TOKENS from skyvern.forge.sdk.prompting import PromptEngine from skyvern.utils.token_counter import count_tokens from skyvern.webeye.scraper.scraper import ScrapedPage LOG = structlog.get_logger() class CheckPhoneNumberFormatResponse(BaseModel): phone_number_format: str thought: str is_current_format_correct: bool recommended_phone_number: str | None def load_prompt_with_elements( scraped_page: ScrapedPage, prompt_engine: PromptEngine, template_name: str, html_need_skyvern_attrs: bool = True, **kwargs: Any, ) -> str: prompt = prompt_engine.load_prompt( template_name, elements=scraped_page.build_element_tree(html_need_skyvern_attrs=html_need_skyvern_attrs), **kwargs, ) token_count = count_tokens(prompt) if token_count > DEFAULT_MAX_TOKENS: # get rid of all the secondary elements like SVG, etc economy_elements_tree = scraped_page.build_economy_elements_tree( html_need_skyvern_attrs=html_need_skyvern_attrs ) prompt = prompt_engine.load_prompt(template_name, elements=economy_elements_tree, **kwargs) economy_token_count = count_tokens(prompt) LOG.warning( "Prompt is longer than the max tokens. Going to use the economy elements tree.", template_name=template_name, token_count=token_count, economy_token_count=economy_token_count, max_tokens=DEFAULT_MAX_TOKENS, ) if economy_token_count > DEFAULT_MAX_TOKENS: # !!! HACK alert # dump the last 1/3 of the html context and keep the first 2/3 of the html context economy_elements_tree_dumped = scraped_page.build_economy_elements_tree( html_need_skyvern_attrs=html_need_skyvern_attrs, percent_to_keep=2 / 3, ) prompt = prompt_engine.load_prompt(template_name, elements=economy_elements_tree_dumped, **kwargs) token_count_after_dump = count_tokens(prompt) LOG.warning( "Prompt is still longer than the max tokens. Will only keep the first 2/3 of the html context.", template_name=template_name, token_count=token_count, economy_token_count=economy_token_count, token_count_after_dump=token_count_after_dump, max_tokens=DEFAULT_MAX_TOKENS, ) return prompt