feat(llm): unified client for OpenRouter (Qwen) + Anthropic (Sonnet)
LLMClient instrada richieste in base a ModelTier del genome: - Tier C -> Qwen 2.5 72B via OpenRouter (chat completions) - Tier B -> Sonnet 4.6 via Anthropic (messages API) CompletionResult dataclass frozen con text, tokens, tier, model. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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from __future__ import annotations
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from dataclasses import dataclass
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from anthropic import Anthropic
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from openai import OpenAI
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from ..genome.hypothesis import HypothesisAgentGenome, ModelTier
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# Modelli configurati per Phase 1
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MODEL_TIER_C = "qwen/qwen-2.5-72b-instruct" # via OpenRouter
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MODEL_TIER_B = "claude-sonnet-4-6" # via Anthropic
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OPENROUTER_BASE_URL = "https://openrouter.ai/api/v1"
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@dataclass(frozen=True)
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class CompletionResult:
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text: str
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input_tokens: int
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output_tokens: int
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tier: ModelTier
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model: str
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class LLMClient:
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def __init__(
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self,
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openrouter_api_key: str,
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anthropic_api_key: str | None = None,
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) -> None:
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self._openrouter = OpenAI(api_key=openrouter_api_key, base_url=OPENROUTER_BASE_URL)
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self._anthropic = Anthropic(api_key=anthropic_api_key) if anthropic_api_key else None
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def complete(
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self,
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genome: HypothesisAgentGenome,
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system: str,
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user: str,
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max_tokens: int = 2000,
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) -> CompletionResult:
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if genome.model_tier == ModelTier.C:
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resp = self._openrouter.chat.completions.create(
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model=MODEL_TIER_C,
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messages=[
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{"role": "system", "content": system},
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{"role": "user", "content": user},
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],
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temperature=genome.temperature,
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top_p=genome.top_p,
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max_tokens=max_tokens,
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)
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usage = resp.usage
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assert usage is not None
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return CompletionResult(
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text=resp.choices[0].message.content or "",
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input_tokens=usage.prompt_tokens,
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output_tokens=usage.completion_tokens,
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tier=ModelTier.C,
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model=MODEL_TIER_C,
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)
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if self._anthropic is None:
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raise RuntimeError("ANTHROPIC_API_KEY required for tier B genomes")
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msg = self._anthropic.messages.create(
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model=MODEL_TIER_B,
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system=system,
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messages=[{"role": "user", "content": user}],
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temperature=genome.temperature,
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top_p=genome.top_p,
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max_tokens=max_tokens,
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)
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text = "".join(block.text for block in msg.content if hasattr(block, "text"))
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return CompletionResult(
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text=text,
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input_tokens=msg.usage.input_tokens,
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output_tokens=msg.usage.output_tokens,
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tier=ModelTier.B,
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model=MODEL_TIER_B,
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)
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