Creates and configures a ai.koog.agents.core.agent.entity.AIAgentStrategy for executing a chat interaction process. The agent orchestrates interactions between different stages, nodes, and tools to handle user input, execute tools, and provide responses. Allows the agent to interact with the user in a chat-like manner.

simpleSingleRunAgent

fun simpleSingleRunAgent(executor: PromptExecutor, systemPrompt: String = "", llmModel: LLModel, temperature: Double = 1.0, toolRegistry: ToolRegistry = ToolRegistry.EMPTY, maxIterations: Int = 50, installFeatures: AIAgent.FeatureContext.() -> Unit = {}): AIAgent

Creates and configures a AIAgent instance with a single-run strategy.

singleRunStrategy

fun singleRunStrategy(): AIAgentStrategy

Creates a KotlinAgent instance configured to execute a sequence of operations for a single run process involving stages for sending an input, calling tools, and returning the final result.

subgraphWithTask

fun <Input> AIAgentSubgraphBuilderBase<*, *>.subgraphWithTask(toolSelectionStrategy: ToolSelectionStrategy, model: LLModel? = null, params: LLMParams? = null, shouldTLDRHistory: Boolean = true, defineTask: suspend AIAgentContextBase.(input: Input) -> String): AIAgentSubgraphDelegateBase<Input, StringSubgraphResult>

subgraphWithTask with StringSubgraphResult result.

fun <Input> AIAgentSubgraphBuilderBase<*, *>.subgraphWithTask(tools: List<Tool<*, *>>, model: LLModel? = null, params: LLMParams? = null, shouldTLDRHistory: Boolean = true, defineTask: suspend AIAgentContextBase.(input: Input) -> String): AIAgentSubgraphDelegateBase<Input, StringSubgraphResult>

fun <Input, ProvidedResult : SubgraphResult> AIAgentSubgraphBuilderBase<*, *>.subgraphWithTask(tools: List<Tool<*, *>>, finishTool: ProvideSubgraphResult<ProvidedResult>, model: LLModel? = null, params: LLMParams? = null, shouldTLDRHistory: Boolean = true, defineTask: suspend AIAgentContextBase.(input: Input) -> String): AIAgentSubgraphDelegateBase<Input, ProvidedResult>

fun <Input, ProvidedResult : SubgraphResult> AIAgentSubgraphBuilderBase<*, *>.subgraphWithTask(toolSelectionStrategy: ToolSelectionStrategy, finishTool: ProvideSubgraphResult<ProvidedResult>, model: LLModel? = null, params: LLMParams? = null, shouldTLDRHistory: Boolean = true, defineTask: suspend AIAgentContextBase.(input: Input) -> String): AIAgentSubgraphDelegateBase<Input, ProvidedResult>

Creates a subgraph, which performs one specific task, defined by defineTask, using the tools defined by toolSelectionStrategy. When LLM believes that the task is finished, it will call finishTool, generating ProvidedResult as its argument. The generated ProvidedResult is the result of this subgraph.

subgraphWithVerification

fun <Input> AIAgentSubgraphBuilderBase<*, *>.subgraphWithVerification(toolSelectionStrategy: ToolSelectionStrategy, model: LLModel? = null, params: LLMParams? = null, shouldTLDRHistory: Boolean = true, defineTask: suspend AIAgentContextBase.(input: Input) -> String): AIAgentSubgraphDelegateBase<Input, VerifiedSubgraphResult>

subgraphWithTask with VerifiedSubgraphResult result. It verifies if the task was performed correctly or not, and describes the problems if any.

fun <Input> AIAgentSubgraphBuilderBase<*, *>.subgraphWithVerification(tools: List<Tool<*, *>>, model: LLModel? = null, params: LLMParams? = null, shouldTLDRHistory: Boolean = true, defineTask: suspend AIAgentContextBase.(input: Input) -> String): AIAgentSubgraphDelegateBase<Input, VerifiedSubgraphResult>