Returns a specification to start this module under a supervisor.

See Supervisor.

Executes a DSPy signature directly with the provided specification.

Parameters

• object_id: ID of the object
• signature: Signature specification to execute

Returns

{:ok, result} with structured output or {:error, reason}

Gets performance metrics for the DSPy bridge.

Parameters

• object_id: ID of the object

Returns

Map with query count, cache hits, and average latency

Callback implementation for GenServer.handle_continue/2.

Callback implementation for GenServer.init/1.

Executes reasoning using a registered DSPy signature.

Parameters

• object_id: ID of the object
• signature_name: Name of the signature to use
• inputs: Input data for reasoning
• options: Optional parameters like max_tokens, temperature

Returns

{:ok, result} with structured reasoning output or {:error, reason}

Examples

iex> Object.DSPyBridge.reason_with_signature("obj1", :message_analysis, %{content: "Hello"})
{:ok, %{intent: "greeting", confidence: 0.9}}

Registers a new DSPy signature for an object.

Parameters

• object_id: ID of the object
• signature_name: Name for the signature
• signature_spec: Specification with description, inputs, outputs, instructions

Returns

:ok on successful registration

Starts a DSPy bridge process for the given object.

Parameters

• object_id: ID of the object to create bridge for

Returns

{:ok, pid} on successful startup