File size: 629 Bytes
e3a472a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 | """LLM client protocol used by the agent loop."""
from __future__ import annotations
from dataclasses import dataclass, field
from typing import Any, Dict, List, Protocol
@dataclass
class ToolCall:
id: str
name: str
arguments: Dict[str, Any]
@dataclass
class LLMResponse:
content: str
tool_calls: List[ToolCall] = field(default_factory=list)
usage: Dict[str, int] = field(default_factory=dict)
raw: Any = None
class LLMClient(Protocol):
def complete(
self,
messages: List[Dict[str, Any]],
tools: List[Dict[str, Any]],
**kwargs: Any,
) -> LLMResponse: ...
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