0xallam
99 lines
2.7 KiB
Python
99 lines
2.7 KiB
Python
"""SDK model configuration helpers.
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This module is intentionally not a provider abstraction. Strix accepts
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friendly model names at the config boundary, normalizes them to the
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OpenAI Agents SDK's native model ids, then lets the SDK's default
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``MultiProvider`` do the actual routing.
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"""
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from __future__ import annotations
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import os
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from typing import TYPE_CHECKING
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from agents import set_default_openai_api, set_default_openai_key
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from agents.retry import (
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ModelRetryBackoffSettings,
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ModelRetrySettings,
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retry_policies,
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)
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if TYPE_CHECKING:
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from strix.config.settings import Settings
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_SDK_PREFIXES = {"any-llm", "litellm", "openai"}
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DEFAULT_MODEL_RETRY = ModelRetrySettings(
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max_retries=5,
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backoff=ModelRetryBackoffSettings(
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initial_delay=2.0,
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max_delay=90.0,
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multiplier=2.0,
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jitter=False,
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),
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policy=retry_policies.any(
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retry_policies.provider_suggested(),
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retry_policies.network_error(),
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retry_policies.http_status((429, 500, 502, 503, 504)),
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),
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)
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def configure_sdk_model_defaults(settings: Settings) -> None:
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"""Apply Strix config to SDK-native defaults.
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OpenAI-compatible base URLs are handled by the SDK OpenAI provider.
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Non-OpenAI providers should use the SDK's native ``litellm/`` or
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``any-llm/`` routing, produced by :func:`normalize_model_name`.
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"""
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llm = settings.llm
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_configure_litellm_compatibility()
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if llm.api_key:
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set_default_openai_key(llm.api_key, use_for_tracing=False)
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_configure_litellm_default("api_key", llm.api_key)
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if llm.api_base:
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os.environ["OPENAI_BASE_URL"] = llm.api_base
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_configure_litellm_default("api_base", llm.api_base)
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set_default_openai_api("chat_completions")
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else:
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set_default_openai_api("responses")
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def _configure_litellm_compatibility() -> None:
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"""Match the permissive LiteLLM behavior used by the pre-SDK harness."""
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import litellm
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litellm.drop_params = True
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litellm.modify_params = True
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def _configure_litellm_default(name: str, value: str) -> None:
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"""Set LiteLLM's module-level defaults without adding a provider wrapper."""
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import litellm
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setattr(litellm, name, value)
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def normalize_model_name(model_name: str) -> str:
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"""Normalize friendly Strix model names to SDK-native model ids."""
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model = model_name.strip()
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if not model:
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return model
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if "/" in model:
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prefix = model.split("/", 1)[0].lower()
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if prefix in _SDK_PREFIXES:
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return model
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return f"litellm/{model}"
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lower = model.lower()
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if lower.startswith("claude"):
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return f"litellm/anthropic/{model}"
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if lower.startswith("gemini"):
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return f"litellm/gemini/{model}"
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return model
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