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fun AddToolInputExamplesMiddleware(examplesByTool: Map<String, List<String>>): LanguageModelMiddleware
Appends per-tool input examples to the tool description. For providers that don't natively accept examples on tool definitions (most of them besides Anthropic), this lets the example pairs influence the model via the description text instead.
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fun DefaultSettingsMiddleware(temperature: Float? = null, topP: Float? = null, topK: Int? = null, maxOutputTokens: Int? = null, stopSequences: List<String> = emptyList(), seed: Int? = null, tools: List<LanguageModelTool> = emptyList(), toolChoice: ToolChoice? = null, headers: Map<String, String> = emptyMap(), providerOptions: ProviderOptions = ProviderOptions.None, presencePenalty: Float? = null, frequencyPenalty: Float? = null, responseFormat: ResponseFormat = ResponseFormat.Text): LanguageModelMiddleware
Applies default per-call settings to every model invocation. Explicitly provided params override defaults; provider option maps are merged.
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fun ExtractReasoningMiddleware(tagName: String = "reasoning", separator: String = "", startWithReasoning: Boolean = false): LanguageModelMiddleware
Extracts XML-tagged reasoning sections from generated text and surfaces them as separate ReasoningStart/Delta/End events.
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fun LoggingMiddleware(logger: Logger, options: LoggingOptions, tag: String = "agent"): LanguageModelMiddleware
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