84 lines
3.7 KiB
Python
84 lines
3.7 KiB
Python
from groq import Groq
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from prophet.config import AiConfig
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from prophet.domain.llm import LLMClient
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from prophet.domain.original import Original
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class GroqClient(LLMClient):
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config_ai: AiConfig
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client: Groq
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def __init__(
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self, config_ai: AiConfig | None = None, client: Groq | None = None
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) -> None:
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self.config_ai = config_ai if config_ai else AiConfig.from_env()
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self.client = client if client else Groq(api_key=self.config_ai.API_KEY)
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def get_alternative_title_suggestions(self, original_content: str) -> str:
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suggestions = self.client.chat.completions.create(
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messages=[
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{
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"role": "system",
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"content": "You are a comedy writer at a satirical newspaper. Improve on the following satirical headline. Your new headline is funny, can involve current political events and has an edge to it. Print only the suggestions, with one suggestion on each line.",
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},
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{
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"role": "user",
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"content": original_content,
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},
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],
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model="llama-3.3-70b-versatile",
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)
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suggestions_str = suggestions.choices[0].message.content
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if not suggestions_str:
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raise ValueError
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return suggestions_str
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def rewrite_title(
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self, original_content: str, suggestions: str | None = None
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) -> str:
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if not suggestions:
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suggestions = self.get_alternative_title_suggestions(original_content)
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winner = self.client.chat.completions.create(
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messages=[
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{
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"role": "system",
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"content": "You are an editor at a satirical newspaper. Improve on the following satirical headline. For a given headline, you diligently evaluate: (1) Whether the headline is funny; (2) Whether the headline follows a clear satirical goal; (3) Whether the headline has sufficient substance and bite. Based on the outcomes of your review, you pick your favorite headline from the given suggestions and you make targeted revisions to it. Keep the length roughly to that of the original suggestions. Your output consists solely of the revised headline.",
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},
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{
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"role": "user",
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"content": suggestions,
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},
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],
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model="llama-3.3-70b-versatile",
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)
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print("Winner: ", winner.choices[0].message.content)
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winner_str = winner.choices[0].message.content
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if not winner_str:
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raise ValueError
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return winner_str.strip(" \"'")
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def rewrite_summary(
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self, original: Original, improved_title: str | None = None
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) -> str:
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if not improved_title:
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improved_title = self.rewrite_title(original.title)
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no_shocking_turn: bool = True
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summary = self.client.chat.completions.create(
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messages=[
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{
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"role": "user",
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"content": f"""
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Below there is an original title and an original summary. Then follows an improved title. Write an improved summary based on the original summary which fits to the improved title.
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{"Do not use the phrase: 'in a surprising turn of events' or 'in a shocking turn of events.'" if no_shocking_turn else ""}
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Only output the improved summary.\n\nTitle:{original.title}\nSummary:{original.summary}\n---\nTitle:{improved_title}\nSummary:""",
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}
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],
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model="llama-3.3-70b-versatile",
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)
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summary_str = summary.choices[0].message.content
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if not summary_str:
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raise ValueError
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print("Improved summary", summary_str)
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return summary_str.strip(" \"'")
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