Package-level declarations

Types

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Chains multiple injection strategies into a pipeline.

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data class LlmMessageResponse(val message: Message, val textContent: String, val usage: Usage? = null)

Framework-agnostic result of a single LLM inference call. Represents the assistant's response which may include tool calls.

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fun interface LlmMessageSender

Framework-agnostic interface for making a single LLM inference call.

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Thrown when the tool loop exceeds the maximum number of iterations.

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data class ToolCallResult(val toolName: String, val toolInput: String, val result: String, val resultObject: Any?)

Result of a tool call execution.

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data class ToolInjectionContext(val conversationHistory: List<Message>, val currentTools: List<Tool>, val lastToolCall: ToolCallResult, val iterationCount: Int)

Context provided to injection strategies for decision-making.

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data class ToolInjectionResult(val toolsToAdd: List<Tool> = emptyList(), val toolsToRemove: List<Tool> = emptyList())

Result of tool injection evaluation.

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Strategy for dynamically injecting tools during a conversation.

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interface ToolLoop

Embabel's own tool execution loop.

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fun interface ToolLoopFactory

Factory for creating ToolLoop instances.

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data class ToolLoopResult<O>(val result: O, val conversationHistory: List<Message>, val totalIterations: Int, val injectedTools: List<Tool>, val removedTools: List<Tool> = emptyList(), val totalUsage: Usage? = null, val replanRequested: Boolean = false, val replanReason: String? = null, val blackboardUpdater: BlackboardUpdater = BlackboardUpdater {})

Result of executing an Embabel tool loop.

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class ToolNotFoundException(val requestedTool: String, val availableTools: List<String>) : RuntimeException

Thrown when the LLM requests a tool that is not available.

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Injection strategy that handles UnfoldingTool invocations.