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https://github.com/Sea-Haven-Industries/open-swe.git
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68 lines
2.1 KiB
Python
68 lines
2.1 KiB
Python
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"""Middleware that removes malformed Anthropic thinking blocks before model calls."""
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from __future__ import annotations
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from collections.abc import Awaitable, Callable
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from typing import Any
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from langchain.agents.middleware import AgentMiddleware
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from langchain.agents.middleware.types import ModelCallResult, ModelRequest, ModelResponse
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from langchain_anthropic import ChatAnthropic
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from langchain_core.messages import AIMessage
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def _is_chat_anthropic(model: object) -> bool:
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seen: set[int] = set()
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current = model
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for _ in range(10):
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if isinstance(current, ChatAnthropic):
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return True
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current_id = id(current)
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if current_id in seen:
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return False
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seen.add(current_id)
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bound = getattr(current, "bound", None)
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if bound is None or bound is current:
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return False
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current = bound
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return False
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def _sanitize_messages(messages: list[Any]) -> None:
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for message in messages:
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if not isinstance(message, AIMessage) or not isinstance(message.content, list):
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continue
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content = [
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block
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for block in message.content
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if not (
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isinstance(block, dict)
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and block.get("type") == "thinking"
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and not block.get("thinking")
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)
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]
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if len(content) != len(message.content):
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message.content = content
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class SanitizeThinkingBlocksMiddleware(AgentMiddleware):
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"""Drop empty Anthropic thinking blocks before provider validation."""
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def wrap_model_call(
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self,
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request: ModelRequest,
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handler: Callable[[ModelRequest], ModelResponse],
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) -> ModelCallResult:
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if _is_chat_anthropic(request.model):
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_sanitize_messages(request.messages)
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return handler(request)
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async def awrap_model_call(
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self,
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request: ModelRequest,
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handler: Callable[[ModelRequest], Awaitable[ModelResponse]],
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) -> Any:
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if _is_chat_anthropic(request.model):
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_sanitize_messages(request.messages)
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return await handler(request)
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