Skip to content

simple

simple

SimpleAgent — single-turn query-to-response agent (no tool calling).

Classes

SimpleAgent 

SimpleAgent(engine: InferenceEngine, model: str, *, bus: Optional[EventBus] = None, temperature: Optional[float] = None, max_tokens: Optional[int] = None, prompt_builder: Optional[Any] = None)

Bases: BaseAgent

Single-turn agent: query -> model -> response. No tool calling.

Source code in src/openjarvis/agents/_stubs.py 
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
def __init__(
    self,
    engine: InferenceEngine,
    model: str,
    *,
    bus: Optional[EventBus] = None,
    temperature: Optional[float] = None,
    max_tokens: Optional[int] = None,
    prompt_builder: Optional[Any] = None,
) -> None:
    self._engine = engine
    self._model = model
    self._bus = bus
    self._prompt_builder = prompt_builder

    # Three-tier resolution: explicit arg > config > class default > hardcoded
    if temperature is not None and max_tokens is not None:
        self._temperature = temperature
        self._max_tokens = max_tokens
    else:
        try:
            cfg = load_config()
            self._temperature = (
                temperature
                if temperature is not None
                else cfg.intelligence.temperature
            )
            self._max_tokens = (
                max_tokens
                if max_tokens is not None
                else cfg.intelligence.max_tokens
            )
        except Exception:
            self._temperature = (
                temperature
                if temperature is not None
                else getattr(self, "_default_temperature", 0.7)
            )
            self._max_tokens = (
                max_tokens
                if max_tokens is not None
                else getattr(self, "_default_max_tokens", 1024)
            )
Functions
run 
run(input: str, context: Optional[AgentContext] = None, **kwargs: Any) -> AgentResult

Single-turn: build messages, call engine, return result.

Source code in src/openjarvis/agents/simple.py 
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
def run(
    self,
    input: str,
    context: Optional[AgentContext] = None,
    **kwargs: Any,
) -> AgentResult:
    """Single-turn: build messages, call engine, return result."""
    self._emit_turn_start(input)

    messages = self._build_messages(input, context)
    result = self._generate(messages)
    content = result.get("content", "")

    self._emit_turn_end(content_length=len(content))

    return AgentResult(content=content, turns=1)