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hackagent.models.build

Build a :class:Model from a :class:ModelConfig.

ModelCallError Objects​

class ModelCallError(RuntimeError)

A model gave no usable reply.

build_model​

def build_model(config: ModelConfig, *, retries: int = 0) -> Model

Build a client from one connection configuration, without network I/O.

as_completion​

def as_completion(
        model: Model
) -> Callable[[Sequence[Mapping[str, Any]]], Awaitable[str]]

Expose model as the text-in, text-out callable attacks depend on.

build_embedder​

def build_embedder(
    config: ModelConfig
) -> Callable[[Sequence[str]], Awaitable[list[list[float]]]]

Expose config as the texts-in, vectors-out callable retrieval needs.

The embeddings API is a different endpoint from chat, so this does not go through :class:Model; it builds a LiteLLM embedding request from the same connection fields and runs the blocking call off the event loop.

embedder_is_reachable​

async def embedder_is_reachable(
    embed: Callable[[Sequence[str]], Awaitable[list[list[float]]]]
) -> Reachability

Embed one word and report whether a usable vector came back.