Embabel Agent Documentation/com.embabel.agent.spi.support.springai

Package-level declarations

Types

AgentProcessBindingToolCallback

class AgentProcessBindingToolCallback(delegate: <Error class: unknown class>, agentProcess: AgentProcess)

Bind AgentProcess to ToolContext for use in tool callbacks.

ChatModelCallEvent

class ChatModelCallEvent<O> : AbstractAgentProcessEvent

Spring AI low level event

DefaultToolDecorator

class DefaultToolDecorator(toolGroupResolver: ToolGroupResolver? = null, observationRegistry: <Error class: unknown class>? = null, outputTransformer: StringTransformer = StringTransformer.IDENTITY) : ToolDecorator

Decorate tools with metadata and publish events.

EventPublishingToolCallback

class EventPublishingToolCallback(delegate: <Error class: unknown class>, agentProcess: AgentProcess, action: Action?, llmOptions: <Error class: unknown class>)

ExceptionSuppressingToolCallback

class ExceptionSuppressingToolCallback(delegate: <Error class: unknown class>)

Explain exception rather than propagate it

ExceptionWrappingConverter

class ExceptionWrappingConverter<T>(expectedType: Class<T>, delegate: <Error class: unknown class><T>)

Wrap in our exception handling to capture return string

MetadataEnrichedToolCallback

class MetadataEnrichedToolCallback(val toolGroupMetadata: ToolGroupMetadata?, delegate: <Error class: unknown class>)

Add metadata about the tool group to which this tool belongs.

SpringToolCallbackAdapter

class SpringToolCallbackAdapter(tool: Tool)

Adapts an Embabel Tool to Spring AI's ToolCallback interface.

SpringToolCallbackWrapper

class SpringToolCallbackWrapper(callback: <Error class: unknown class>) : Tool

Wraps a Spring AI ToolCallback as an Embabel Tool.

SuppressThinkingConverter

class SuppressThinkingConverter<T>(delegate: <Error class: unknown class><T>, thinkBlockFinders: List<ThinkBlockFinder> = listOf(FindMarkupThinkBlock, FindPrefixThinkBlock))

A decorator for Spring AI's StructuredOutputConverter that cleans up LLM outputs by removing "thinking" blocks.

ThinkBlockFinder

typealias ThinkBlockFinder = (String) -> String?

WithExampleConverter

class WithExampleConverter<T>(delegate: <Error class: unknown class><T>, outputClass: Class<T>, ifPossible: Boolean, generateExamples: Boolean)

Decorator for Spring's StructuredOutputConverter that adds few-shot examples to the output format description.

Properties

FindMarkupThinkBlock

val FindMarkupThinkBlock: ThinkBlockFinder

FindPrefixThinkBlock

val FindPrefixThinkBlock: ThinkBlockFinder

PROMPT_ELEMENT_SEPARATOR

const val PROMPT_ELEMENT_SEPARATOR: String

Functions

stringWithoutThinkBlocks

fun stringWithoutThinkBlocks(source: String, thinkBlockFinders: List<ThinkBlockFinder> = listOf(FindMarkupThinkBlock)): String

toEmbabelTool

fun <Error class: unknown class>.toEmbabelTool(): Tool

Extension function to wrap a Spring AI ToolCallback as an Embabel Tool.

toEmbabelTools

fun List<<Error class: unknown class>>.toEmbabelTools(): List<Tool>

Extension function to wrap a list of Spring AI ToolCallbacks as Embabel Tools.

toSpringAiMessage

fun Message.toSpringAiMessage(): <Error class: unknown class>

Convert one of our messages to a Spring AI message with multimodal support.

toSpringToolCallback

fun Tool.toSpringToolCallback(): <Error class: unknown class>

Extension function to convert an Embabel Tool to a Spring AI ToolCallback.

toSpringToolCallbacks

fun List<Tool>.toSpringToolCallbacks(): List<<Error class: unknown class>>

Extension function to convert a list of Embabel Tools to Spring AI ToolCallbacks.

withEventPublication

fun <Error class: unknown class>.withEventPublication(agentProcess: AgentProcess, action: Action?, llmOptions: <Error class: unknown class>): <Error class: unknown class>

HOF to decorate a ToolCallback to time the call and emit events.