47 lines
1.6 KiB
Python
47 lines
1.6 KiB
Python
"""Phase 8: Multilingual Sovereign Expansion.
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Fine-tunes for high-fidelity reasoning in 50+ languages to ensure sovereignty is global.
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"""
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import logging
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import json
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from typing import List, Dict, Any
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from agent.gemini_adapter import GeminiAdapter
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logger = logging.getLogger(__name__)
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class MultilingualExpander:
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def __init__(self):
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self.adapter = GeminiAdapter()
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def generate_multilingual_traces(self, language: str, concept: str) -> Dict[str, Any]:
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"""Generates synthetic reasoning traces in a specific language."""
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logger.info(f"Generating multilingual traces for {language} on concept: {concept}")
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prompt = f"""
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Concept: {concept}
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Language: {language}
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Please generate a high-fidelity reasoning trace in {language} that explores the concept of {concept} within Timmy's sovereign framework.
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Focus on translating the core principles of SOUL.md (sovereignty, service, honesty) accurately into the cultural and linguistic context of {language}.
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Format the output as JSON:
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{{
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"language": "{language}",
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"concept": "{concept}",
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"reasoning_trace": "...",
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"cultural_nuances": "...",
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"translation_verification": "..."
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}}
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"""
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result = self.adapter.generate(
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model="gemini-3.1-pro-preview",
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prompt=prompt,
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system_instruction=f"You are Timmy's Multilingual Expander. Ensure the message of sovereignty is accurately translated into {language}.",
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response_mime_type="application/json",
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thinking=True
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)
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trace_data = json.loads(result["text"])
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return trace_data
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