Wraps LLM operations. All user-initiated LLM operations go through this, allowing the AgentPlatform to mediate them. This interface is not directly for use in user code. Prefer PromptRunner An LlmOperations implementation is responsible for resolving all relevant tool callbacks for the current AgentProcess (in addition to those passed in directly), and emitting events.

LlmService

interface LlmService<THIS : LlmService<THIS>>

Framework-agnostic LLM service abstraction, parallel to com.embabel.common.ai.model.EmbeddingService.

OperationScheduler

interface OperationScheduler

Schedules operations for an AgentProcess.

PlannerFactory

fun interface PlannerFactory

Pluggable planner factory

ProntoActionExecutionSchedule

data class ProntoActionExecutionSchedule(val timestamp: Instant = Instant.now()) : ActionExecutionSchedule

No delay

Ranker

interface Ranker

Rank available choices based on user input and agent metadata. It's possible that no ranking will be high enough to progress with, but that's a matter for the AgentPlatform using this service.

Ranking

data class Ranking<T>(val match: T, val score: <Error class: unknown class>)

Ranking choice returned by the ranker

Rankings

data class Rankings<T>(rankings: List<Ranking<T>>)

Rankings, sorted by score descending

ScheduledActionExecutionSchedule

data class ScheduledActionExecutionSchedule(val till: Instant, val timestamp: Instant = Instant.now()) : ActionExecutionSchedule

Run at the given time in the future

ToolCallSchedule

data class ToolCallSchedule(val delay: Duration = Duration.ZERO, val timestamp: Instant = Instant.now())

ToolDecorator

fun interface ToolDecorator

Decorate tools for use on the platform: for example, to time them and emit events.

ToolGroupResolver

interface ToolGroupResolver