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Merge pull request #692 from mraniki/dev
🥚 test crawlai
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Original file line number | Diff line number | Diff line change |
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# """ | ||
# 🔗 CrawlAI Support | ||
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# via https://github.com/unclecode/crawl4ai | ||
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# """ | ||
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# from time import sleep | ||
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# from crawl4ai import AsyncWebCrawler | ||
# from crawl4ai.extraction_strategy import LLMExtractionStrategy | ||
# from loguru import logger | ||
# from openai import OpenAI | ||
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# from .client import AIClient | ||
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# class Crawl4aiHandler(AIClient): | ||
# """ | ||
# MyLLM class for Crawl4AI | ||
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# """ | ||
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# def __init__(self, **kwargs): | ||
# """ | ||
# Initialize the object with the given keyword arguments. | ||
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# :param kwargs: keyword arguments | ||
# :return: None | ||
# """ | ||
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# super().__init__(**kwargs) | ||
# if self.enabled and self.llm_provider_key: | ||
# self.llm_base_url = kwargs.get("llm_base_url", None) | ||
# self.client = OpenAI( | ||
# api_key=self.llm_provider_key, base_url=self.llm_base_url | ||
# ) | ||
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# async def chat(self, prompt): | ||
# """ | ||
# Asynchronously chats with the client based on the given prompt. | ||
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# :param prompt: The prompt for the chat. | ||
# :return: The response from the chat. | ||
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# """ | ||
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# self.conversation.add_message("user", prompt) | ||
# archived_messages = self.conversation.get_messages() | ||
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# response = self.client.chat.completions.create( | ||
# model=self.llm_model, | ||
# messages=archived_messages, | ||
# ) | ||
# sleep(self.timeout) | ||
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# if response_content := response.choices[0].message.content: | ||
# self.conversation.add_message("assistant", response_content) | ||
# return f"{self.llm_prefix} {response_content}" | ||
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# async def vision(self, prompt=None): | ||
# """ | ||
# Asynchronously chats with the client based on the given prompt. | ||
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# :param prompt: The prompt for the chat. | ||
# :return: The response from the chat. | ||
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# """ | ||
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# async with AsyncWebCrawler(verbose=True) as crawler: | ||
# result = await crawler.arun( | ||
# url=self.browse_url, | ||
# word_count_threshold=1, | ||
# extraction_strategy=LLMExtractionStrategy( | ||
# provider="openai/gpt-4o", | ||
# api_token=self.llm_provider_key, | ||
# # schema=None, | ||
# # extraction_type="schema", | ||
# instruction=self.vision_prompt, | ||
# ), | ||
# bypass_cache=True, | ||
# ) | ||
# logger.debug("result {}", result) | ||
# return result.extracted_content | ||
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