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from langchain.llms.base import LLM |
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from typing import Optional, List, Mapping, Any |
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import anthropic |
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from urllib.parse import urlparse |
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import os |
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class ClaudeLLM(LLM): |
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@property |
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def _llm_type(self) -> str: |
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return "custom" |
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def _call(self, prompt: str, stop: Optional[List[str]] = None) -> str: |
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client = anthropic.Client(os.environ['ANTHROPIC_KEY']) |
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prompt_formatted = ( |
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f"{anthropic.HUMAN_PROMPT}{prompt}\n{anthropic.AI_PROMPT}" |
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) |
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response = client.completion( |
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prompt=prompt_formatted, |
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stop_sequences=[anthropic.HUMAN_PROMPT], |
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model="claude-instant-v1-100k", |
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max_tokens_to_sample=100000, |
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temperature=0.3, |
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) |
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return response["completion"] |
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@property |
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def _identifying_params(self) -> Mapping[str, Any]: |
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"""Get the identifying parameters.""" |
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return { |
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} |
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def remove_numbers(question): |
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return question.translate(str.maketrans('', '', '0123456789')) |
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def extract_website_name(url): |
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parsed_url = urlparse(url) |
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if parsed_url.netloc.startswith("www."): |
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return parsed_url.netloc.split("www.")[1].split(".")[0] |
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return parsed_url.netloc.split(".")[0] |
