Index (TnsAI Intelligence 0.18.2 API)

A B C D E F G H I K L M N O P Q R S T U V W
All Classes and Interfaces|All Packages|Constant Field Values|Serialized Form

A

action() - Method in record class com.tnsai.norms.NormEntry: Returns the value of the action record component.
action() - Method in record class com.tnsai.norms.NormViolation: Returns the value of the action record component.
action(TransitionAction) - Method in class com.tnsai.fsm.Transition.Builder: Sets the transition action.
action(PlanningAction) - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
action(String) - Method in class com.tnsai.reasoning.react.ReActStep.Builder
actionHandler(ActionHandler) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Sets the action handler for executing actions identified during reasoning.
ActionHandler - Interface in com.tnsai.reasoning.react: Handles action execution in a ReAct loop.
actionInput(String) - Method in class com.tnsai.reasoning.react.ReActStep.Builder
actionName() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Returns the value of the actionName record component.
actionName() - Method in record class com.tnsai.planning.llm.LLMPlanStep: Returns the value of the actionName record component.
actionName() - Method in exception class com.tnsai.planning.PlanningFailureException: Returns the action the failure concerns: the one whose precondition search failed, or — for PlanningFailureException.Reason.PRECONDITION_STALE — the planned step that was refused.
actions(List<PlanningAction>) - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
AdaptivePromptEnricher - Class in com.tnsai.learning: Enriches system prompts with learned rules from FeedbackLearner.
AdaptivePromptEnricher(FeedbackLearner, FeedbackStore) - Constructor for class com.tnsai.learning.AdaptivePromptEnricher: Creates an enricher with the given feedback learner and store.
AdaptiveReplanEngine - Class in com.tnsai.planning.llm: Executes LLM-generated plans with adaptive replanning on failure.
AdaptiveReplanEngine.Builder - Class in com.tnsai.planning.llm: Builder for AdaptiveReplanEngine.
addAssistantMessage(String) - Method in class com.tnsai.session.AgentSession: Adds an assistant message turn.
addChild(String, String) - Method in class com.tnsai.reasoning.ThoughtNode: Creates a child node.
addChild(String, String, GoTOperation) - Method in class com.tnsai.reasoning.got.GoTNode
additionalContext(String) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner.Builder: Sets additional context to include in the planning prompt.
addListener(StateMachineListener) - Method in class com.tnsai.fsm.StateMachine: Adds a listener.
addMetadata(String, Object) - Method in class com.tnsai.session.AgentSession: Adds metadata to the session.
addNorm(NormEntry) - Method in class com.tnsai.norms.NormEngine: Adds a norm dynamically at runtime.
addReloadListener(Consumer<PromptTemplate>) - Method in class com.tnsai.prompt.PromptRegistry: Adds a listener for template reloads.
addTag(String) - Method in class com.tnsai.session.AgentSession: Adds a tag to the session.
addTags(String...) - Method in class com.tnsai.session.AgentSession: Adds multiple tags.
addToolCall(String, Map<String, Object>) - Method in class com.tnsai.session.AgentSession: Adds a tool call turn.
addToolResult(String, String) - Method in class com.tnsai.session.AgentSession: Adds a tool result turn.
addTurn(ConversationTurn) - Method in class com.tnsai.session.AgentSession: Adds a turn to the session.
addUserMessage(String) - Method in class com.tnsai.session.AgentSession: Adds a user message turn.
after() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the after record component.
after(Instant) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters knowledge extracted after this time.
agent(String) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the agent name filter.
AgentConfigGenerator - Class in com.tnsai.autoteam: Generates detailed agent configurations (system prompts and tool assignments) from a TeamPlan.
AgentContextManager - Class in com.tnsai.context.integration: Manages context graphs for an agent.
AgentContextManager(String, SnapshotStore, DecisionTraceStore) - Constructor for class com.tnsai.context.integration.AgentContextManager: Creates an agent context manager.
AgentContextManager(String, SnapshotStore, DecisionTraceStore, BDIContextMapper) - Constructor for class com.tnsai.context.integration.AgentContextManager: Creates an agent context manager with custom BDI mapper.
agentCount() - Method in record class com.tnsai.autoteam.TeamPlan: Returns the number of agents in this plan.
agentCustomizer(Function<AgentBuilder, AgentBuilder>) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Sets a customizer function applied to each AgentBuilder before building.
agentName() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the agentName record component.
agents() - Method in record class com.tnsai.autoteam.AutoTeamBuilder.Result: Returns the value of the agents record component.
agents() - Method in record class com.tnsai.autoteam.TeamPlan: Returns the value of the agents record component.
AgentSession - Class in com.tnsai.session: Represents a complete agent session with all conversation turns.
AGGREGATE - Enum constant in enum class com.tnsai.reasoning.got.GoTOperation: Aggregate/merge multiple thoughts into one.
aggregatedInsight() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns the value of the aggregatedInsight record component.
aggregation(Aggregation) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets the aggregation strategy (default: MAJORITY_VOTE).
Aggregation - Enum Class in com.tnsai.reasoning: Aggregation strategies for combining multiple reasoning paths.
Algorithm - Search tag in class com.tnsai.planning.BackwardChainingPlanner: Section
Algorithm - Search tag in class com.tnsai.planning.UtilityAIPlanner: Section
all() - Static method in record class com.tnsai.session.extraction.KnowledgeFilter: Creates a filter that accepts all knowledge.
all(StopHook...) - Static method in interface com.tnsai.refinement.StopHook: Combine multiple stop hooks with AND logic.
ALL - Enum constant in enum class com.tnsai.session.SessionQuery.SearchMode: Match all words
allLeaves(List<ThoughtNode>) - Method in class com.tnsai.reasoning.ToTResult.Builder
allNodes() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns the value of the allNodes record component.
allPaths(List<ReasoningPath>) - Method in class com.tnsai.reasoning.ConsistencyResult.Builder
always() - Static method in interface com.tnsai.fsm.Guard: Creates a guard that always returns true.
alwaysReason(boolean) - Method in class com.tnsai.reasoning.ReasoningRouter.Builder: Always use the reasoning model regardless of score.
and(Guard) - Method in interface com.tnsai.fsm.Guard: Combines this guard with another using AND.
andThen(StateAction) - Method in interface com.tnsai.fsm.StateAction: Chains this action with another.
andThen(TransitionAction) - Method in interface com.tnsai.fsm.TransitionAction: Chains this action with another.
answer() - Method in record class com.tnsai.reasoning.causal.CausalResult: Returns the value of the answer record component.
answer(String) - Method in class com.tnsai.prompt.aot.AotResult.Builder
answerContains(String) - Static method in interface com.tnsai.reasoning.react.StopCondition: Stops when the final answer contains the specified text (case-insensitive).
answerCounts(Map<String, Integer>) - Method in class com.tnsai.reasoning.ConsistencyResult.Builder
anthropic(LLMClient) - Method in class com.tnsai.reasoning.ExtendedThinkingClient.Builder: Sets the Anthropic client to use.
Anthropic Extended Thinking - Search tag in class com.tnsai.reasoning.ExtendedThinkingClient: Section
antipattern() - Static method in record class com.tnsai.session.extraction.ExtractedKnowledge: Creates a builder for ANTIPATTERN type knowledge.
ANTIPATTERN - Enum constant in enum class com.tnsai.session.extraction.ExtractionType: Anti-pattern or approach to avoid.
antipatternCount() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the antipatternCount record component.
any(StopHook...) - Static method in interface com.tnsai.refinement.StopHook: Combine multiple stop hooks with OR logic.
ANY - Enum constant in enum class com.tnsai.session.SessionQuery.SearchMode: Match any word
anyOf(StopCondition...) - Static method in interface com.tnsai.reasoning.react.StopCondition: Combines multiple stop conditions with OR logic.
AotProcessor - Class in com.tnsai.prompt.aot: Main processor for Atom of Thought (AoT) reasoning.
AotProcessor(LLMClient) - Constructor for class com.tnsai.prompt.aot.AotProcessor: Creates an AotProcessor with default settings.
AotProcessor.Builder - Class in com.tnsai.prompt.aot
AotResult - Class in com.tnsai.prompt.aot: Result of Atom of Thought (AoT) processing.
AotResult.Builder - Class in com.tnsai.prompt.aot
AoT vs Chain-of-Thought - Search tag in class com.tnsai.prompt.aot.AotProcessor: Section
AoT vs Chain-of-Thought - Search tag in class com.tnsai.prompt.aot.Atom: Section
applyEffects(PlanningAction, Map<String, Object>) - Method in class com.tnsai.planning.BackwardChainingPlanner
applyEffects(PlanningAction, Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Simulates applying an action's effects to a state.
applyEffects(PlanningAction, Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
applyEffects(String, Map<String, Object>) - Static method in class com.tnsai.planning.ConditionEvaluator: Parses and applies postcondition effects to a state map.
ApprovalDecision(PlanApprovalGate.ApprovalType, String, List<Integer>, List<Integer>) - Constructor for record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Creates an instance of a ApprovalDecision record class.
Approval Flow - Search tag in class com.tnsai.planning.llm.PlanApprovalGate: Section
approve() - Static method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Approve the plan as-is.
APPROVED - Enum constant in enum class com.tnsai.planning.llm.PlanApprovalGate.ApprovalType
arguments() - Method in record class com.tnsai.planning.llm.LLMPlanStep: Returns the value of the arguments record component.
assistant(String) - Static method in record class com.tnsai.session.ConversationTurn: Creates an assistant message turn.
ASSISTANT_MESSAGE - Enum constant in enum class com.tnsai.session.TurnType: A response from the assistant.
assistantMessages() - Method in class com.tnsai.session.replay.SessionReplay: Gets only assistant message steps.
assistantMessages() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns the value of the assistantMessages record component.
Atom - Class in com.tnsai.prompt.aot: Represents an atomic reasoning unit in Atom of Thought (AoT) processing.
Atom.AtomStatus - Enum Class in com.tnsai.prompt.aot: Atom processing status.
Atom.AtomType - Enum Class in com.tnsai.prompt.aot: Atom types for categorization.
Atom.Builder - Class in com.tnsai.prompt.aot
AtomGenerator - Class in com.tnsai.prompt.aot: Generates atomic reasoning units from complex problems.
AtomGenerator(LLMClient) - Constructor for class com.tnsai.prompt.aot.AtomGenerator: Creates an AtomGenerator with LLM-based decomposition.
AtomGenerator(LLMClient, int, boolean) - Constructor for class com.tnsai.prompt.aot.AtomGenerator: Creates an AtomGenerator with custom settings.
atoms(List<Atom>) - Method in class com.tnsai.prompt.aot.AotResult.Builder
AtomSolver - Class in com.tnsai.prompt.aot: Solves atoms in parallel with dependency resolution.
AtomSolver(LLMClient) - Constructor for class com.tnsai.prompt.aot.AtomSolver: Creates an AtomSolver with default settings.
AtomSolver(LLMClient, ExecutorService, int, boolean) - Constructor for class com.tnsai.prompt.aot.AtomSolver: Creates an AtomSolver with custom settings.
AtomSynthesizer - Class in com.tnsai.prompt.aot: Synthesizes atom solutions into a final coherent answer.
AtomSynthesizer(LLMClient) - Constructor for class com.tnsai.prompt.aot.AtomSynthesizer: Creates an AtomSynthesizer with default settings.
AtomSynthesizer(LLMClient, AtomSynthesizer.SynthesisStrategy, float) - Constructor for class com.tnsai.prompt.aot.AtomSynthesizer: Creates an AtomSynthesizer with custom settings.
AtomSynthesizer.SynthesisStrategy - Enum Class in com.tnsai.prompt.aot: Synthesis strategies.
attempts() - Method in record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Returns the value of the attempts record component.
authorityScope(AuthorityScope) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Default AuthorityScope stamped onto every generated agent's dispatch records.
autoApprove() - Static method in class com.tnsai.planning.llm.PlanApprovalGate: Creates a gate that auto-approves all plans (useful for testing/automation).
autoApproveEmpty(boolean) - Method in class com.tnsai.planning.llm.PlanApprovalGate.Builder: Whether to auto-approve empty plans (default: true).
AutoConsolidationManager - Class in com.tnsai.session.consolidation: Monitors conversation state and triggers consolidation automatically.
AutoConsolidationManager.Builder - Class in com.tnsai.session.consolidation
automatic() - Method in class com.tnsai.fsm.Transition.EventBuilder: Creates an automatic transition (no event trigger).
AutoTeamBuilder - Class in com.tnsai.autoteam: Generates a fully configured multi-agent team from a natural language task description.
AutoTeamBuilder.Result - Record Class in com.tnsai.autoteam: Result of the auto-team building process.
availableActions(String) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Sets the description of available actions for the system prompt.
averageConfidence() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the averageConfidence record component.
avgTurnsPerSession() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns the value of the avgTurnsPerSession record component.

B

Backward Chaining - Search tag in package com.tnsai.planning: Section
BackwardChainingPlanner - Class in com.tnsai.planning: Default planner implementation using backward chaining algorithm.
BackwardChainingPlanner(Class<?>) - Constructor for class com.tnsai.planning.BackwardChainingPlanner: Creates a planner from a role class.
BackwardChainingPlanner(Class<?>, int) - Constructor for class com.tnsai.planning.BackwardChainingPlanner: Creates a planner from a role class with custom max depth.
BackwardChainingPlanner(List<PlanningGoal>, List<PlanningAction>) - Constructor for class com.tnsai.planning.BackwardChainingPlanner: Creates a planner with explicit goals and actions.
BackwardChainingPlanner(List<PlanningGoal>, List<PlanningAction>, int) - Constructor for class com.tnsai.planning.BackwardChainingPlanner: Creates a planner with explicit goals, actions, and max depth.
balanced() - Static method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
baseTemperature(double) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets the base temperature for sampling (default: 0.7).
BDIContextMapper - Class in com.tnsai.context.integration: Maps BDI (Belief-Desire-Intention) model to Context Graph components.
BDIContextMapper() - Constructor for class com.tnsai.context.integration.BDIContextMapper: Creates a mapper with default confidence threshold (0.7).
BDIContextMapper(double) - Constructor for class com.tnsai.context.integration.BDIContextMapper: Creates a mapper with custom confidence threshold.
BEAM_SEARCH - Enum constant in enum class com.tnsai.reasoning.PruningStrategy: Beam search - keep top-k branches at each level.
beamWidth(int) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the beam width for beam search (default: 3).
before() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the before record component.
before(Instant) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters knowledge extracted before this time.
Benefits - Search tag in class com.tnsai.prompt.aot.AotProcessor: Section
BEST_FIRST - Enum constant in enum class com.tnsai.reasoning.PruningStrategy: Best-first search - always expand the highest-scored node.
bestLeaf(ThoughtNode) - Method in class com.tnsai.reasoning.ToTResult.Builder
bestNode() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns the value of the bestNode record component.
bestPrompt(String) - Method in class com.tnsai.prompt.optimizer.OptimizationResult.Builder
BranchEvaluator - Interface in com.tnsai.reasoning: Evaluates branches in Tree of Thoughts exploration.
branchingFactor(int) - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor.Builder
branchingFactor(int) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the number of candidate thoughts to generate (default: 3).
build() - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
build() - Method in class com.tnsai.fsm.State.Builder: Builds the state.
build() - Method in class com.tnsai.fsm.StateMachine.Builder: Builds the state machine.
build() - Method in class com.tnsai.fsm.Transition.Builder: Builds the transition.
build() - Method in class com.tnsai.learning.FeedbackLearner.Builder
build() - Method in class com.tnsai.output.validation.StructuredOutputExecutor.Builder
build() - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine.Builder: Builds the engine.
build() - Method in class com.tnsai.planning.llm.LLMDynamicPlanner.Builder: Builds the planner.
build() - Method in class com.tnsai.planning.llm.PlanApprovalGate.Builder: Builds the gate.
build() - Method in class com.tnsai.planning.PlanningAction.Builder
build() - Method in class com.tnsai.planning.tasklist.TaskItem.Builder
build() - Method in class com.tnsai.planning.tasklist.TaskListExecutor.Builder
build() - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
build() - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
build() - Method in class com.tnsai.prompt.aot.AotResult.Builder
build() - Method in class com.tnsai.prompt.aot.Atom.Builder
build() - Method in class com.tnsai.prompt.optimizer.OptimizationResult.Builder
build() - Method in class com.tnsai.prompt.optimizer.PromptOptimizer.Builder
build() - Method in class com.tnsai.prompt.optimizer.TestCase.Builder
build() - Method in class com.tnsai.prompt.SimplePromptTemplate.Builder: Builds the template.
build() - Method in class com.tnsai.reasoning.causal.CausalReasoner.Builder
build() - Method in class com.tnsai.reasoning.ConsistencyResult.Builder
build() - Method in class com.tnsai.reasoning.ExtendedThinkingClient.Builder: Builds the ExtendedThinkingClient.
build() - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor.Builder
build() - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder
build() - Method in class com.tnsai.reasoning.react.ReActResult.Builder
build() - Method in class com.tnsai.reasoning.react.ReActStep.Builder
build() - Method in class com.tnsai.reasoning.ReasoningPath.Builder
build() - Method in class com.tnsai.reasoning.ReasoningRouter.Builder: Builds the ReasoningRouter.
build() - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Builds the SelfConsistencyExecutor.
build() - Method in class com.tnsai.reasoning.ThinkingResult.Builder
build() - Method in class com.tnsai.reasoning.ThoughtNode.Builder
build() - Method in class com.tnsai.reasoning.ToTResult.Builder
build() - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Builds the TreeOfThoughtsExecutor.
build() - Method in class com.tnsai.reasoning.VerificationResult.Builder
build() - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Builds the CompletionCriteria.
build() - Method in class com.tnsai.refinement.RefinementLoop.Builder
build() - Method in class com.tnsai.session.consolidation.AutoConsolidationManager.Builder
build() - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline.Builder
build() - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Builds the ExtractedKnowledge instance.
build() - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Builds the filter.
build() - Method in class com.tnsai.session.SessionQuery.Builder: Builds the query.
build(String) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Generates the team for the given task description.
buildContextPrompt() - Method in interface com.tnsai.planning.tasklist.ProgressMemory: Builds a context prompt from all stored learnings.
builder() - Static method in record class com.tnsai.context.compaction.CompactionConfig: Creates a builder for fluent configuration.
builder() - Static method in class com.tnsai.learning.FeedbackLearner
builder() - Static method in class com.tnsai.output.validation.StructuredOutputExecutor
builder() - Static method in class com.tnsai.planning.llm.AdaptiveReplanEngine: Creates a new builder.
builder() - Static method in class com.tnsai.planning.llm.LLMDynamicPlanner: Creates a new builder.
builder() - Static method in class com.tnsai.planning.llm.PlanApprovalGate: Creates a new builder.
builder() - Static method in class com.tnsai.planning.tasklist.TaskListExecutor: Creates a new builder.
builder() - Static method in class com.tnsai.planning.UtilityAIPlanner: Creates a builder for UtilityAIPlanner.
builder() - Static method in class com.tnsai.prompt.aot.AotProcessor
builder() - Static method in class com.tnsai.prompt.aot.AotResult
builder() - Static method in class com.tnsai.prompt.aot.Atom
builder() - Static method in class com.tnsai.prompt.optimizer.OptimizationResult
builder() - Static method in class com.tnsai.prompt.optimizer.PromptOptimizer
builder() - Static method in class com.tnsai.prompt.optimizer.TestCase: Builder for test cases.
builder() - Static method in class com.tnsai.reasoning.causal.CausalReasoner
builder() - Static method in class com.tnsai.reasoning.ConsistencyResult: Creates a new builder for ConsistencyResult.
builder() - Static method in class com.tnsai.reasoning.ExtendedThinkingClient: Creates a new builder for ExtendedThinkingClient.
builder() - Static method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor
builder() - Static method in class com.tnsai.reasoning.react.ReActExecutor
builder() - Static method in class com.tnsai.reasoning.react.ReActResult
builder() - Static method in class com.tnsai.reasoning.react.ReActStep
builder() - Static method in class com.tnsai.reasoning.ReasoningPath: Creates a new builder for ReasoningPath.
builder() - Static method in class com.tnsai.reasoning.ReasoningRouter: Creates a new builder for ReasoningRouter.
builder() - Static method in class com.tnsai.reasoning.SelfConsistencyExecutor: Creates a new builder for SelfConsistencyExecutor.
builder() - Static method in class com.tnsai.reasoning.ThinkingResult: Creates a new builder for ThinkingResult.
builder() - Static method in class com.tnsai.reasoning.ThoughtNode: Creates a new builder for ThoughtNode.
builder() - Static method in class com.tnsai.reasoning.ToTResult: Creates a new builder for ToTResult.
builder() - Static method in class com.tnsai.reasoning.TreeOfThoughtsExecutor: Creates a new builder for TreeOfThoughtsExecutor.
builder() - Static method in class com.tnsai.reasoning.VerificationResult: Creates a new builder for VerificationResult.
builder() - Static method in class com.tnsai.refinement.CompletionCriteria: Creates a new builder.
builder() - Static method in class com.tnsai.refinement.RefinementLoop: Creates a new builder for RefinementLoop.
builder() - Static method in class com.tnsai.session.consolidation.AutoConsolidationManager
builder() - Static method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline
builder() - Static method in record class com.tnsai.session.extraction.ExtractedKnowledge: Creates a general builder.
builder() - Static method in record class com.tnsai.session.extraction.KnowledgeFilter: Creates a builder.
builder() - Static method in record class com.tnsai.session.SessionQuery: Creates a builder.
builder(String) - Static method in class com.tnsai.fsm.State: Creates a builder for a state with the given name.
builder(String) - Static method in class com.tnsai.fsm.StateMachine: Creates a builder with the given name.
builder(String) - Static method in record class com.tnsai.planning.PlanningAction: Creates a builder for PlanningAction.
builder(String) - Static method in record class com.tnsai.planning.tasklist.TaskItem: Creates a new builder.
builder(String) - Static method in class com.tnsai.prompt.SimplePromptTemplate: Creates a builder for templates.
Builder() - Constructor for class com.tnsai.context.compaction.CompactionConfig.Builder
Builder() - Constructor for class com.tnsai.planning.UtilityAIPlanner.Builder
Builder() - Constructor for class com.tnsai.prompt.aot.AotProcessor.Builder
Builder() - Constructor for class com.tnsai.prompt.aot.AotResult.Builder
Builder() - Constructor for class com.tnsai.prompt.aot.Atom.Builder
Builder() - Constructor for class com.tnsai.prompt.optimizer.OptimizationResult.Builder
Builder() - Constructor for class com.tnsai.prompt.optimizer.PromptOptimizer.Builder
Builder() - Constructor for class com.tnsai.prompt.optimizer.TestCase.Builder
Builder() - Constructor for class com.tnsai.session.extraction.ExtractedKnowledge.Builder
Builder() - Constructor for class com.tnsai.session.extraction.KnowledgeFilter.Builder
Builder() - Constructor for class com.tnsai.session.SessionQuery.Builder
Builder(String) - Constructor for class com.tnsai.planning.PlanningAction.Builder
BuiltInChecks - Class in com.tnsai.refinement: Built-in criteria checks for the refinement loop.

C

calculateReasoningScore(String) - Method in class com.tnsai.reasoning.ReasoningRouter: Calculates a reasoning score for the given query.
calculateUtility(PlanningAction, Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner: Calculates total utility score for an action.
cancel() - Method in class com.tnsai.session.AgentSession: Marks the session as cancelled.
CANCELLED - Enum constant in enum class com.tnsai.session.SessionOutcome: Session was cancelled by the user.
candidateStrategies(List<PromptStrategy>) - Method in class com.tnsai.prompt.optimizer.PromptOptimizer.Builder
canFire(StateMachineContext) - Method in class com.tnsai.fsm.Transition: Evaluates the guard condition.
capabilities() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns the value of the capabilities record component.
capabilities(List<CapabilityDescriptor>) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner.Builder: Sets all available capabilities.
capability(CapabilityDescriptor) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner.Builder: Adds a capability that the planner can use in plans.
CapabilityDescriptor - Record Class in com.tnsai.planning.llm: Describes an available capability (tool or action) for the LLM planner.
CapabilityDescriptor(String, String, Map<String, String>, Set<String>) - Constructor for record class com.tnsai.planning.llm.CapabilityDescriptor: Creates an instance of a CapabilityDescriptor record class.
caseSensitive() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the caseSensitive record component.
caseSensitive(boolean) - Method in class com.tnsai.session.SessionQuery.Builder: Sets case sensitivity for text search.
category(String) - Method in class com.tnsai.prompt.optimizer.TestCase.Builder
causalModel(String) - Method in class com.tnsai.reasoning.causal.CausalReasoner.Builder
CausalQueryType - Enum Class in com.tnsai.reasoning.causal: Types of causal queries.
CausalReasoner - Class in com.tnsai.reasoning.causal: Causal reasoning engine for why, what-if, and intervention queries.
CausalReasoner.Builder - Class in com.tnsai.reasoning.causal
CausalResult - Record Class in com.tnsai.reasoning.causal: Result of a causal reasoning query.
CausalResult(CausalQueryType, String, String, double) - Constructor for record class com.tnsai.reasoning.causal.CausalResult: Creates an instance of a CausalResult record class.
chat(String, Optional<String>, Optional<List<Map<String, Object>>>, Optional<List<Map<String, Object>>>) - Method in class com.tnsai.reasoning.ReasoningRouter
check(CriteriaCheck) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a custom CriteriaCheck.
checkAction(String, Predicate<String>) - Method in class com.tnsai.norms.NormEngine: Checks if an action is allowed given the current context.
checkConflict(String, String) - Method in interface com.tnsai.intelligence.knowledge.ContradictionDetector.ConflictChecker: Checks if two fact strings contradict each other.
checkObligations(Set<String>, Predicate<String>) - Method in class com.tnsai.norms.NormEngine: Checks for obligation violations — obligations that are active but have not been fulfilled.
CHECKPOINT - Enum constant in enum class com.tnsai.session.TurnType: A checkpoint or state snapshot.
CheckpointerDecisionTraceStore - Class in com.tnsai.context.decision.impl: Checkpointer-backed implementation of DecisionTraceStore.
CheckpointerDecisionTraceStore(Checkpointer) - Constructor for class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore: Creates a new CheckpointerDecisionTraceStore.
CheckpointerSnapshotStore - Class in com.tnsai.context.snapshot.impl: Checkpointer-backed implementation of SnapshotStore.
CheckpointerSnapshotStore(Checkpointer) - Constructor for class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore: Creates a new CheckpointerSnapshotStore.
CheckResult(List<NormViolation>) - Constructor for record class com.tnsai.norms.NormEngine.CheckResult: Creates an instance of a CheckResult record class.
cleanupOldSnapshots(Instant) - Method in class com.tnsai.context.integration.AgentContextManager
cleanupOldTraces(Instant) - Method in class com.tnsai.context.integration.AgentContextManager
clear() - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore: Clears all data from the store.
clear() - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore: Clears all traces.
clear() - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver: Clears all entities and sources.
clear() - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore: Clears all data from the store.
clear() - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore: Clears all snapshots.
clear() - Method in class com.tnsai.fsm.StateMachineContext: Clears all data.
clear() - Method in interface com.tnsai.learning.FeedbackStore
clear() - Method in interface com.tnsai.planning.tasklist.ProgressMemory: Clears all stored learnings.
clear() - Method in class com.tnsai.prompt.PromptRegistry: Clears all templates.
clear() - Method in class com.tnsai.session.extraction.FileKnowledgeStore
clear() - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
clear() - Method in interface com.tnsai.session.extraction.KnowledgeStore: Clears all stored knowledge.
clear() - Method in class com.tnsai.session.FileSessionStore
clear() - Method in interface com.tnsai.session.SessionStore: Clears all sessions (use with caution).
clearAll() - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Clears all tracked results for all actions.
clearResults(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Clears all tracked results for an action.
clearTrackedEntities() - Method in class com.tnsai.context.integration.AgentContextManager
clearVariables() - Method in class com.tnsai.context.integration.AgentContextManager
codeSnippets() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the codeSnippets record component.
codeSnippets(List<String>) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the code snippets.
com.tnsai.autoteam - package com.tnsai.autoteam: Automatic team generation from natural language task descriptions.
com.tnsai.context.compaction - package com.tnsai.context.compaction: Context compaction for long-running agent sessions.
com.tnsai.context.decision.impl - package com.tnsai.context.decision.impl: Default implementations of the decision tracking storage interfaces.
com.tnsai.context.entity.impl - package com.tnsai.context.entity.impl: Default implementations of the entity resolution interfaces.
com.tnsai.context.ephemeral - package com.tnsai.context.ephemeral: Ephemeral context management for tool outputs.
com.tnsai.context.integration - package com.tnsai.context.integration: Integration layer between TnsAI agents and the context graph subsystem.
com.tnsai.context.snapshot.impl - package com.tnsai.context.snapshot.impl: Default implementations of the context snapshot storage interfaces.
com.tnsai.fsm - package com.tnsai.fsm: Finite State Machine (FSM) framework for modeling agent behavioral states.
com.tnsai.intelligence.knowledge - package com.tnsai.intelligence.knowledge: Knowledge management with temporal validity and contradiction detection.
com.tnsai.learning - package com.tnsai.learning
com.tnsai.learning.integration - package com.tnsai.learning.integration
com.tnsai.norms - package com.tnsai.norms: Norms and social rules engine for BDI agents.
com.tnsai.output.validation - package com.tnsai.output.validation
com.tnsai.planning - package com.tnsai.planning: Planning system for goal-oriented agents.
com.tnsai.planning.integration - package com.tnsai.planning.integration
com.tnsai.planning.llm - package com.tnsai.planning.llm: LLM-powered dynamic planning with adaptive replanning and approval gates.
com.tnsai.planning.tasklist - package com.tnsai.planning.tasklist: Task list execution system for the Ralph Pattern.
com.tnsai.prompt - package com.tnsai.prompt
com.tnsai.prompt.aot - package com.tnsai.prompt.aot: Atom of Thought (AoT) reasoning framework for parallel problem decomposition.
com.tnsai.prompt.optimizer - package com.tnsai.prompt.optimizer: Automated prompt optimization through iterative refinement and evaluation.
com.tnsai.reasoning - package com.tnsai.reasoning: Large Reasoning Model (LRM) patterns for advanced reasoning capabilities.
com.tnsai.reasoning.causal - package com.tnsai.reasoning.causal
com.tnsai.reasoning.got - package com.tnsai.reasoning.got
com.tnsai.reasoning.integration - package com.tnsai.reasoning.integration
com.tnsai.reasoning.react - package com.tnsai.reasoning.react: ReAct (Reason + Act + Observe) pattern implementation.
com.tnsai.refinement - package com.tnsai.refinement: Iterative refinement loop for persistent output improvement.
com.tnsai.session - package com.tnsai.session: Session history and knowledge extraction for agents.
com.tnsai.session.consolidation - package com.tnsai.session.consolidation
com.tnsai.session.extraction - package com.tnsai.session.extraction: Knowledge extraction from agent sessions.
com.tnsai.session.replay - package com.tnsai.session.replay: Session replay functionality.
combine(Consideration...) - Static method in interface com.tnsai.planning.Consideration: Combines multiple considerations with equal weights.
combine(List<ValidationResult>) - Static method in record class com.tnsai.output.validation.ValidationResult: Combines multiple validation results.
combined(BranchEvaluator...) - Static method in interface com.tnsai.reasoning.BranchEvaluator: Creates a combined evaluator that averages multiple evaluators.
compact(List<Map<String, Object>>, CompactionConfig) - Method in interface com.tnsai.context.compaction.ContextCompactor: Compacts the given messages according to configuration.
compact(List<Map<String, Object>>, CompactionConfig) - Method in class com.tnsai.context.compaction.LLMContextCompactor
compact(List<Map<String, Object>>, CompactionConfig) - Method in class com.tnsai.context.compaction.TruncatingCompactor
compact(List<Map<String, Object>>, CompactionConfig) - Method in class com.tnsai.context.compaction.TwoPhaseCompactor
compactedMessageCount() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the compactedMessageCount record component.
compactedTokens() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the compactedTokens record component.
compactionConfig(CompactionConfig) - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline.Builder
CompactionConfig - Record Class in com.tnsai.context.compaction: Configuration for context compaction.
CompactionConfig() - Constructor for record class com.tnsai.context.compaction.CompactionConfig: Creates config with defaults.
CompactionConfig(double, int) - Constructor for record class com.tnsai.context.compaction.CompactionConfig: Creates config with threshold ratio and preserve count.
CompactionConfig(double, int, boolean, int, String, String, int, boolean, int) - Constructor for record class com.tnsai.context.compaction.CompactionConfig: Creates an instance of a CompactionConfig record class.
CompactionConfig.Builder - Class in com.tnsai.context.compaction: Builder for CompactionConfig.
compactionPerformed() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the compactionPerformed record component.
Compaction Process - Search tag in class com.tnsai.context.compaction.LLMContextCompactor: Section
CompactionResult - Record Class in com.tnsai.context.compaction: Result of a context compaction operation.
CompactionResult(List<Map<String, Object>>, int, int, int, int, int, String, boolean) - Constructor for record class com.tnsai.context.compaction.CompactionResult: Creates an instance of a CompactionResult record class.
Compaction Strategies - Search tag in package com.tnsai.context.compaction: Section
compactSummary() - Method in class com.tnsai.session.replay.SessionReplay: Generates a compact summary.
compilerCheck(String) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a shell command check (e.g., compiler, linter).
complete(SessionOutcome) - Method in class com.tnsai.session.AgentSession: Marks the session as complete.
COMPLETED - Enum constant in enum class com.tnsai.fsm.StateMachine.Status
COMPLETED - Enum constant in enum class com.tnsai.planning.tasklist.TaskStatus
completedCount() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns the number of successfully executed steps.
completedCount() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns the value of the completedCount record component.
completionCriteria(CompletionCriteria) - Method in class com.tnsai.refinement.RefinementLoop.Builder
CompletionCriteria - Class in com.tnsai.refinement: Defines completion criteria for the refinement loop.
CompletionCriteria.Builder - Class in com.tnsai.refinement: Builder for CompletionCriteria.
completionRate() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns the completion rate as a percentage (0.0 to 1.0).
complexityThreshold(int) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
Components - Search tag in package com.tnsai.autoteam: Section
Components - Search tag in package com.tnsai.planning.llm: Section
COMPUTATION - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomType: Calculation or computation atom
CONCATENATE - Enum constant in enum class com.tnsai.prompt.aot.AtomSynthesizer.SynthesisStrategy: Concatenate all results
condition() - Method in record class com.tnsai.norms.NormEntry: Returns the value of the condition record component.
condition() - Method in record class com.tnsai.planning.PlanningGoal: Returns the value of the condition record component.
ConditionEvaluator - Class in com.tnsai.planning: Evaluates condition expressions against a state (belief) map.
confidence() - Method in record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Returns the value of the confidence record component.
confidence() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns the value of the confidence record component.
confidence() - Method in record class com.tnsai.reasoning.causal.CausalResult: Returns the value of the confidence record component.
confidence() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the confidence record component.
confidence(double) - Method in class com.tnsai.reasoning.ConsistencyResult.Builder
confidence(double) - Method in class com.tnsai.reasoning.VerificationResult.Builder
confidence(double) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the confidence score.
confidence(float) - Method in class com.tnsai.prompt.aot.AotResult.Builder
consensusAnswer(String) - Method in class com.tnsai.reasoning.ConsistencyResult.Builder
consideration(Consideration) - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
Consideration - Interface in com.tnsai.planning: A consideration that contributes to an action's utility score.
considerations(Consideration...) - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
ConsistencyResult - Class in com.tnsai.reasoning: Result of a self-consistency reasoning execution.
ConsistencyResult.Builder - Class in com.tnsai.reasoning: Builder for ConsistencyResult.
consolidate(AgentSession) - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline: Consolidates a session's memory.
consolidatedMessageCount() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns the value of the consolidatedMessageCount record component.
ConsolidationResult - Record Class in com.tnsai.session.consolidation: Result of a memory consolidation operation.
ConsolidationResult(String, String, List<ExtractedKnowledge>, int, int, Duration) - Constructor for record class com.tnsai.session.consolidation.ConsolidationResult: Creates an instance of a ConsolidationResult record class.
ConsolidationTrigger - Enum Class in com.tnsai.session.consolidation: When to trigger memory consolidation.
contains(String) - Method in class com.tnsai.prompt.PromptRegistry: Checks if a template exists.
content() - Method in record class com.tnsai.learning.Feedback: Returns the value of the content record component.
content() - Method in record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Returns the value of the content record component.
content() - Method in record class com.tnsai.session.ConversationTurn: Returns the value of the content record component.
content() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the content record component.
content() - Method in record class com.tnsai.session.replay.ReplayStep: Gets the turn content.
content(String) - Method in class com.tnsai.prompt.SimplePromptTemplate.Builder: Sets the template content.
content(String) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the main content.
contentPreview(int) - Method in record class com.tnsai.session.replay.ReplayStep: Gets a truncated version of the content.
contextCompactor(ContextCompactor) - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline.Builder
ContextCompactor - Interface in com.tnsai.context.compaction: Interface for context compaction strategies.
Contradiction(TemporalKnowledge, TemporalKnowledge, String, double) - Constructor for record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Compact constructor with validation.
ContradictionDetector - Class in com.tnsai.intelligence.knowledge: Detects contradictions between incoming and existing temporal knowledge.
ContradictionDetector(ContradictionDetector.ConflictChecker) - Constructor for class com.tnsai.intelligence.knowledge.ContradictionDetector: Creates a detector with the given conflict checker, using the system UTC clock for temporal-validity checks against existing facts.
ContradictionDetector(ContradictionDetector.ConflictChecker, Clock) - Constructor for class com.tnsai.intelligence.knowledge.ContradictionDetector: Creates a detector with an explicit Clock — primarily for tests that pin time so they don't drift past hard-coded validUntil bounds.
ContradictionDetector.ConflictChecker - Interface in com.tnsai.intelligence.knowledge: Strategy for checking whether two facts conflict with each other.
ContradictionDetector.Contradiction - Record Class in com.tnsai.intelligence.knowledge: A detected contradiction between two temporal knowledge items.
ConversationTurn - Record Class in com.tnsai.session: Represents a single turn in an agent conversation.
ConversationTurn(String, Instant, TurnType, String, String, Map<String, Object>) - Constructor for record class com.tnsai.session.ConversationTurn: Jackson constructor.
correctedResult(String) - Method in class com.tnsai.reasoning.VerificationResult.Builder
correction(String) - Static method in record class com.tnsai.learning.Feedback
CORRECTION - Enum constant in enum class com.tnsai.learning.FeedbackType: User provided a correction or improvement.
cost() - Static method in interface com.tnsai.planning.Consideration: Creates a cost consideration (lower cost = higher score).
cost() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the cost record component.
cost(float) - Static method in interface com.tnsai.planning.Consideration: Creates a weighted cost consideration.
cost(int) - Method in class com.tnsai.planning.PlanningAction.Builder
count() - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
count() - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
count() - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
count() - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
count() - Method in interface com.tnsai.learning.FeedbackStore
count() - Method in class com.tnsai.session.extraction.FileKnowledgeStore
count() - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
count() - Method in interface com.tnsai.session.extraction.KnowledgeStore: Gets the total count of stored knowledge.
count() - Method in class com.tnsai.session.FileSessionStore
count() - Method in interface com.tnsai.session.SessionStore: Counts total sessions.
countByAgent(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
countByAgent(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
countByAgent(String) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
countByAgent(String) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
countByType(ExtractionType) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
countByType(ExtractionType) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
countByType(ExtractionType) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Gets count by type.
create() - Static method in class com.tnsai.autoteam.AutoTeamBuilder: Creates a new AutoTeamBuilder instance.
create(TurnType, String, String) - Static method in record class com.tnsai.session.ConversationTurn: Creates a turn with minimal parameters.
create(TurnType, String, String, Map<String, Object>) - Static method in record class com.tnsai.session.ConversationTurn: Creates a turn with metadata.
create(Class<?>) - Method in class com.tnsai.planning.integration.DefaultPlannerHandleFactory
create(String) - Method in class com.tnsai.learning.integration.DefaultFeedbackCollectorFactory
create(String) - Method in class com.tnsai.reasoning.integration.DefaultReasoningStrategyHandleFactory
create(String, SnapshotStore, DecisionTraceStore) - Method in class com.tnsai.context.integration.DefaultContextManagerFactory
createPolicyFromBeliefs(List<Belief>) - Method in class com.tnsai.context.integration.BDIContextMapper: Creates decision policy from beliefs about rules.
createReasoning(List<Belief>, List<Desire>, Intention) - Method in class com.tnsai.context.integration.BDIContextMapper: Creates decision reasoning from BDI state.
createReasoningFromIntention(Intention) - Method in class com.tnsai.context.integration.BDIContextMapper: Creates simple reasoning from intention only.
createSnapshot(SnapshotTrigger) - Method in class com.tnsai.context.integration.AgentContextManager
createSnapshot(SnapshotTrigger, List<Belief>, List<Desire>, List<Intention>) - Method in class com.tnsai.context.integration.AgentContextManager
createTrace(DecisionTrace.Builder) - Method in class com.tnsai.context.integration.AgentContextManager
createTriggerFromBeliefChange(Belief, Belief) - Method in class com.tnsai.context.integration.BDIContextMapper: Creates a decision trigger from belief change.
createTriggerFromIntention(Intention, String) - Method in class com.tnsai.context.integration.BDIContextMapper: Creates a decision trigger from intention activation.
criteria() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns the value of the criteria record component.
criteria(CompletionCriteria) - Method in class com.tnsai.planning.tasklist.TaskItem.Builder
CriteriaCheck - Interface in com.tnsai.refinement: Interface for criteria checks in the refinement loop.
current() - Method in class com.tnsai.session.replay.SessionReplay: Gets the current step.
currentStateColor(String) - Method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
custom(String, Predicate<String>, String) - Static method in class com.tnsai.refinement.BuiltInChecks: Custom predicate check.
custom(String, Predicate<Map<String, Object>>) - Static method in interface com.tnsai.output.validation.ValidationRule: Custom validation with a predicate.
custom(Predicate<IterationResult>) - Static method in interface com.tnsai.refinement.StopHook: Stop based on custom condition.
customCheck(String, Predicate<String>) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a custom check with a predicate.
customCheck(String, Predicate<String>, String) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a custom check with a predicate and fail message.
Customization - Search tag in class com.tnsai.autoteam.AutoTeamBuilder: Section
CYCLIC_PRECONDITION - Enum constant in enum class com.tnsai.planning.PlanningFailureException.Reason: The same target precondition was reached with the same simulated state.

D

data() - Method in record class com.tnsai.fsm.Event: Returns the value of the data record component.
Data Types - Search tag in package com.tnsai.autoteam: Section
Data Types - Search tag in package com.tnsai.planning.llm: Section
dateRange(LocalDate, LocalDate) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the date range.
deadline() - Method in record class com.tnsai.planning.PlanningGoal: Returns the value of the deadline record component.
decay(double, Duration) - Method in enum class com.tnsai.session.consolidation.ForgettingCurve: Calculates the decayed score based on age.
decision() - Static method in record class com.tnsai.session.extraction.ExtractedKnowledge: Creates a builder for DECISION type knowledge.
DECISION - Enum constant in enum class com.tnsai.session.extraction.ExtractionType: Architectural or design decision.
decisionCount() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the decisionCount record component.
decompose(String) - Method in class com.tnsai.autoteam.TaskDecomposer: Decomposes a task description into a team plan.
decompose(String) - Method in class com.tnsai.prompt.aot.AtomGenerator: Decomposes a problem into atoms.
DEFAULT_LIMIT - Static variable in record class com.tnsai.session.extraction.KnowledgeFilter: Default limit for search results.
DEFAULT_LIMIT - Static variable in record class com.tnsai.session.SessionQuery: Default limit for search results.
DEFAULT_MAX_ARG_LENGTH - Static variable in class com.tnsai.context.compaction.TruncatingCompactor: Default maximum argument length before truncation.
DEFAULT_MAX_SUMMARY_TOKENS - Static variable in record class com.tnsai.context.compaction.CompactionConfig: Default max summary tokens.
DEFAULT_MIN_MESSAGES - Static variable in record class com.tnsai.context.compaction.CompactionConfig: Default minimum messages for compaction.
DEFAULT_PRESERVE_LAST_N - Static variable in record class com.tnsai.context.compaction.CompactionConfig: Default number of messages to preserve.
DEFAULT_SUMMARY_PROMPT - Static variable in record class com.tnsai.context.compaction.CompactionConfig: Default summary prompt template.
DEFAULT_THRESHOLD_RATIO - Static variable in record class com.tnsai.context.compaction.CompactionConfig: Default threshold ratio (80%).
DEFAULT_TOOL_RESULT_PRUNING_THRESHOLD - Static variable in record class com.tnsai.context.compaction.CompactionConfig: Default tool-result pruning threshold (tokens).
defaultConsiderations() - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
DefaultContextManagerFactory - Class in com.tnsai.context.integration: Default factory for creating AgentContextManager instances.
DefaultContextManagerFactory() - Constructor for class com.tnsai.context.integration.DefaultContextManagerFactory
DefaultFeedbackCollectorFactory - Class in com.tnsai.learning.integration: Default FeedbackCollector.Factory implementation.
DefaultFeedbackCollectorFactory() - Constructor for class com.tnsai.learning.integration.DefaultFeedbackCollectorFactory
DefaultPlannerHandleFactory - Class in com.tnsai.planning.integration: Default factory for creating PlannerHandle instances.
DefaultPlannerHandleFactory() - Constructor for class com.tnsai.planning.integration.DefaultPlannerHandleFactory
DefaultPromptEvaluator - Class in com.tnsai.prompt.optimizer: Default evaluator using keyword matching and similarity metrics.
DefaultPromptEvaluator() - Constructor for class com.tnsai.prompt.optimizer.DefaultPromptEvaluator
DefaultPromptEvaluator(float, float, float) - Constructor for class com.tnsai.prompt.optimizer.DefaultPromptEvaluator
DefaultReasoningStrategyHandleFactory - Class in com.tnsai.reasoning.integration: Default factory for creating ReasoningStrategyHandle instances by name.
DefaultReasoningStrategyHandleFactory() - Constructor for class com.tnsai.reasoning.integration.DefaultReasoningStrategyHandleFactory
defaults() - Static method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
defaults() - Static method in class com.tnsai.fsm.StateMachineVisualizer.MermaidOptions
delete(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
delete(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
delete(String) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
delete(String) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
delete(String) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
delete(String) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
delete(String) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
delete(String) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Deletes knowledge by ID.
delete(String) - Method in class com.tnsai.session.FileSessionStore
delete(String) - Method in interface com.tnsai.session.SessionStore: Deletes a session.
deleteByAgent(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
deleteByAgent(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
deleteByAgent(String) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
deleteByAgent(String) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
deleteOlderThan(Instant) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
deleteOlderThan(Instant) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
deleteOlderThan(Instant) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
deleteOlderThan(Instant) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
dependencies() - Method in record class com.tnsai.autoteam.TeamPlan: Returns the value of the dependencies record component.
dependencies(List<String>) - Method in class com.tnsai.prompt.aot.Atom.Builder
depth(int) - Method in class com.tnsai.reasoning.ThoughtNode.Builder
DEPTH_LIMITED - Enum constant in enum class com.tnsai.reasoning.PruningStrategy: Depth-limited - explore all branches up to max depth.
description() - Method in record class com.tnsai.norms.NormEntry: Returns the value of the description record component.
description() - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Returns the value of the description record component.
description() - Method in record class com.tnsai.planning.llm.LLMPlanStep: Returns the value of the description record component.
description() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the description record component.
description() - Method in record class com.tnsai.planning.PlanningGoal: Returns the value of the description record component.
description() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns the value of the description record component.
description() - Method in record class com.tnsai.session.replay.ReplayStep: Returns the value of the description record component.
description(String) - Method in class com.tnsai.planning.PlanningAction.Builder
description(String) - Method in class com.tnsai.planning.tasklist.TaskItem.Builder
description(String) - Method in class com.tnsai.prompt.aot.Atom.Builder
detect(TemporalKnowledge, List<TemporalKnowledge>) - Method in class com.tnsai.intelligence.knowledge.ContradictionDetector: Detects contradictions between an incoming fact and a list of existing facts.
diffSnapshots(String, String) - Method in class com.tnsai.context.integration.AgentContextManager: Computes diff between two snapshots.
direction(String) - Method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
DotOptions() - Constructor for class com.tnsai.fsm.StateMachineVisualizer.DotOptions
duration() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns the value of the duration record component.
duration() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns the value of the duration record component.
duration() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns the value of the duration record component.
duration(Duration) - Method in class com.tnsai.reasoning.react.ReActResult.Builder
duration(Duration) - Method in class com.tnsai.reasoning.react.ReActStep.Builder
duration(Duration) - Method in class com.tnsai.reasoning.ReasoningPath.Builder
duration(Duration) - Method in class com.tnsai.reasoning.ToTResult.Builder
dynamicTool(DynamicToolMethod) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Adds a DynamicToolMethod (e.g. an MCP proxy) to the pool of tools that can be assigned to generated agents.
dynamicTools(List<DynamicToolMethod>) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Adds a batch of DynamicToolMethods.

E

edgeCaseFocused() - Static method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
elapsedTime() - Method in record class com.tnsai.session.replay.ReplayStep: Returns the value of the elapsedTime record component.
empty() - Static method in record class com.tnsai.learning.FeedbackLearner.LearningResult
empty(String) - Static method in class com.tnsai.prompt.aot.AotResult: Creates an empty result for empty input.
end() - Method in record class com.tnsai.session.SessionSearchResult.MatchPosition: Returns the value of the end record component.
endConversation() - Method in class com.tnsai.context.integration.AgentContextManager
endDate() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the endDate record component.
enrich(String) - Method in class com.tnsai.learning.AdaptivePromptEnricher: Enriches the base system prompt with learned rules and preferences.
ensureConversation() - Method in class com.tnsai.context.integration.AgentContextManager
EphemeralConfig(int) - Constructor for record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig
EphemeralConfig(int, boolean, String) - Constructor for record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Creates an instance of a EphemeralConfig record class.
EphemeralContextManager - Class in com.tnsai.context.ephemeral: Manages ephemeral tool outputs to prevent context explosion.
EphemeralContextManager() - Constructor for class com.tnsai.context.ephemeral.EphemeralContextManager: Creates a new ephemeral context manager.
EphemeralContextManager.EphemeralConfig - Record Class in com.tnsai.context.ephemeral: Configuration for an ephemeral action.
EphemeralContextManager.TrackedResult - Record Class in com.tnsai.context.ephemeral: Tracks a single tool result.
equals(Object) - Method in record class com.tnsai.autoteam.AutoTeamBuilder.Result: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.autoteam.TeamPlan: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.context.compaction.CompactionConfig: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.context.compaction.CompactionResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.fsm.Event: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in class com.tnsai.fsm.State
equals(Object) - Method in record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.learning.Feedback: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.norms.NormEngine.CheckResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.norms.NormEntry: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.norms.NormViolation: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.output.validation.ValidationResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.llm.LLMPlan: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.llm.LLMPlanStep: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.llm.StepExecutionResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.PlanningAction: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.PlanningGoal: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.tasklist.TaskItem: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.tasklist.TaskList: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.planning.tasklist.TaskListResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.StrategyRecord: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.reasoning.causal.CausalResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.reasoning.got.GoTResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.refinement.RefinementResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.ConversationTurn: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.replay.ReplayStep: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.SessionQuery: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.SessionSearchResult: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Indicates whether some other object is "equal to" this one.
equals(Object) - Method in record class com.tnsai.session.SessionSearchResult.MatchPosition: Indicates whether some other object is "equal to" this one.
equals(String, Object) - Static method in interface com.tnsai.fsm.Guard: Creates a guard that checks if a context value equals expected.
error() - Method in record class com.tnsai.planning.llm.StepExecutionResult: Returns the value of the error record component.
ERROR - Enum constant in enum class com.tnsai.reasoning.react.ReActStatus: An error occurred during execution.
ERROR - Enum constant in enum class com.tnsai.refinement.RefinementStatus
ERROR - Enum constant in enum class com.tnsai.session.TurnType: An error that occurred during the conversation.
errorMessage(String) - Method in class com.tnsai.prompt.aot.AotResult.Builder
errors() - Method in record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Returns the value of the errors record component.
errors() - Method in record class com.tnsai.output.validation.ValidationResult: Returns the value of the errors record component.
estimate(String) - Static method in class com.tnsai.reasoning.TokenEstimator: Estimates token count from text length.
estimateTokens(List<Map<String, Object>>) - Method in interface com.tnsai.context.compaction.ContextCompactor: Estimates token count for a list of messages.
estimateTokens(List<Map<String, Object>>) - Method in class com.tnsai.context.compaction.LLMContextCompactor
estimateTokens(List<Map<String, Object>>) - Method in class com.tnsai.context.compaction.TruncatingCompactor
estimateTokens(List<Map<String, Object>>) - Method in class com.tnsai.context.compaction.TwoPhaseCompactor
Evaluable - Interface in com.tnsai.reasoning: Contract for thought nodes that can be evaluated by a BranchEvaluator.
evaluate(StateMachineContext) - Method in interface com.tnsai.fsm.Guard: Evaluates the guard condition.
evaluate(PlanningAction, Map<String, Object>) - Method in interface com.tnsai.planning.Consideration: Evaluates this consideration for the given action and state.
evaluate(Evaluable, String) - Method in interface com.tnsai.reasoning.BranchEvaluator: Evaluates a thought node and returns a score (0.0 - 1.0).
evaluate(String) - Method in class com.tnsai.refinement.CompletionCriteria: Evaluates all checks against the output.
evaluate(String) - Method in interface com.tnsai.refinement.CriteriaCheck: Evaluates the output against this criterion.
evaluate(String, String) - Method in class com.tnsai.prompt.optimizer.DefaultPromptEvaluator
evaluate(String, String) - Method in interface com.tnsai.prompt.optimizer.PromptEvaluator: Evaluates a response against expected output.
evaluate(String, Map<String, Object>) - Static method in class com.tnsai.planning.ConditionEvaluator: Evaluates a condition expression against the given state.
evaluator(PromptEvaluator) - Method in class com.tnsai.prompt.optimizer.PromptOptimizer.Builder
evaluator(BranchEvaluator) - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor.Builder
evaluator(BranchEvaluator) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the branch evaluator.
event() - Method in record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Returns the value of the event record component.
Event - Record Class in com.tnsai.fsm: Represents an event that triggers state transitions.
Event(String, Map<String, Object>) - Constructor for record class com.tnsai.fsm.Event: Creates an event with the given name.
eventDataEquals(String, Object) - Static method in interface com.tnsai.fsm.Guard: Creates a guard that checks event data.
evictExpired() - Method in class com.tnsai.session.FileSessionStore: Evicts sessions older than the configured maxAgeDays (based on session start time).
EXACT - Enum constant in enum class com.tnsai.session.SessionQuery.SearchMode: Match exact phrase
EXAMPLE_COLLECTION - Enum constant in enum class com.tnsai.learning.LearningStrategy: Collect good examples for few-shot prompting.
Examples - Search tag in class com.tnsai.planning.ConditionEvaluator: Section
execute(Agent) - Method in class com.tnsai.planning.tasklist.TaskListExecutor: Executes the task list with an agent.
execute(Agent, String) - Method in class com.tnsai.refinement.RefinementLoop: Executes the refinement loop with an agent.
execute(StateMachineContext) - Method in interface com.tnsai.fsm.StateAction: Executes the action.
execute(StateMachineContext, State, State) - Method in interface com.tnsai.fsm.TransitionAction: Executes the action.
execute(LLMClient) - Method in class com.tnsai.planning.tasklist.TaskListExecutor: Executes the task list with an LLM client.
execute(LLMClient, String) - Method in class com.tnsai.refinement.RefinementLoop: Executes the refinement loop with an LLM client.
execute(LLMPlanStep) - Method in interface com.tnsai.planning.llm.StepExecutor: Executes a single plan step and returns the result.
execute(String) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine: Generates and executes a plan for the given goal, replanning on failure.
execute(String) - Method in class com.tnsai.reasoning.react.ReActExecutor: Executes the ReAct loop for the given question/task.
execute(String, String) - Method in interface com.tnsai.reasoning.react.ActionHandler: Executes an action and returns the observation.
execute(String, Map<String, Object>) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine: Generates and executes a plan for the given goal with state context.
execute(List<PlannerHandle.PlanStep>, Object) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner
executeAction(StateMachineContext) - Method in class com.tnsai.fsm.Transition: Executes the transition action if present.
executeAction(PlanningAction) - Method in class com.tnsai.planning.PlanExecutor: Executes a single action on the role instance.
executeOnEntry(StateMachineContext) - Method in class com.tnsai.fsm.State: Executes the entry action if present.
executeOnExit(StateMachineContext) - Method in class com.tnsai.fsm.State: Executes the exit action if present.
executePlan(LLMPlan) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine: Executes an already-generated plan, replanning on failure.
executePlan(LLMPlan, Map<String, Object>) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine: Executes an already-generated plan with state context, replanning on failure.
executeWithTrace(String, Supplier<T>) - Method in class com.tnsai.context.integration.AgentContextManager
executeWithTrace(String, Supplier<T>, Supplier<List<Belief>>, Supplier<List<Desire>>, Supplier<List<Intention>>) - Method in class com.tnsai.context.integration.AgentContextManager
Executing a plan - Search tag in package com.tnsai.planning: Section
EXHAUSTIVE - Enum constant in enum class com.tnsai.reasoning.PruningStrategy: No pruning - explore all branches (expensive).
existing() - Method in record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Returns the value of the existing record component.
exists(String) - Method in class com.tnsai.session.FileSessionStore: Cheap existence check: consults the in-memory index and verifies the session file exists on disk, without parsing any JSON.
exists(String) - Method in interface com.tnsai.session.SessionStore: Checks if a session exists.
expectedOutput(String) - Method in class com.tnsai.prompt.optimizer.TestCase.Builder
explainDecision(String) - Method in class com.tnsai.context.integration.AgentContextManager
explanation() - Method in record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Returns the value of the explanation record component.
explore(String) - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor: Explores the problem space using Graph of Thoughts.
explore(String) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor: Explores the problem space using Tree of Thoughts.
EXPONENTIAL - Enum constant in enum class com.tnsai.session.consolidation.ForgettingCurve: Exponential decay (Ebbinghaus-inspired).
ExtendedThinkingClient - Class in com.tnsai.reasoning: Extended thinking mode client for deep reasoning tasks.
ExtendedThinkingClient.Builder - Class in com.tnsai.reasoning: Builder for ExtendedThinkingClient.
extract(AgentSession) - Method in interface com.tnsai.session.extraction.KnowledgeExtractor: Extracts all types of knowledge from a session.
extract(AgentSession, Set<ExtractionType>) - Method in interface com.tnsai.session.extraction.KnowledgeExtractor: Extracts specific types of knowledge from a session.
extract(AgentSession, Set<ExtractionType>) - Method in class com.tnsai.session.extraction.LLMKnowledgeExtractor
extractAll(List<AgentSession>) - Method in interface com.tnsai.session.extraction.KnowledgeExtractor: Extracts knowledge from multiple sessions.
extractAll(List<AgentSession>, Set<ExtractionType>) - Method in interface com.tnsai.session.extraction.KnowledgeExtractor: Extracts knowledge from multiple sessions with specific types.
extractBeliefs() - Method in class com.tnsai.planning.PlanExecutor: Extracts current state from @State annotated fields.
extractedAnswer(String) - Method in class com.tnsai.reasoning.ReasoningPath.Builder
extractedAt() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns the value of the extractedAt record component.
extractedAt() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the extractedAt record component.
extractedAt(Instant) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the extraction timestamp.
extractedKnowledge() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns the value of the extractedKnowledge record component.
ExtractedKnowledge - Record Class in com.tnsai.session.extraction: Represents knowledge extracted from a session.
ExtractedKnowledge(String, ExtractionType, String, String, String, String, List<String>, List<String>, List<String>, double, Instant, Map<String, Object>) - Constructor for record class com.tnsai.session.extraction.ExtractedKnowledge: Creates an instance of a ExtractedKnowledge record class.
ExtractedKnowledge.Builder - Class in com.tnsai.session.extraction: Builder for ExtractedKnowledge.
ExtractionType - Enum Class in com.tnsai.session.extraction: Types of knowledge that can be extracted from sessions.
extractState(Object) - Static method in class com.tnsai.planning.BackwardChainingPlanner: Extracts current state from @State annotated fields, including fields inherited from superclasses, which core's RoleSpecExtractor also collects.
extractThinking(boolean) - Method in class com.tnsai.reasoning.ExtendedThinkingClient.Builder: Whether to extract and separate thinking from answer (default: true).
extractVariables(String) - Method in class com.tnsai.prompt.SimpleTemplateEngine

F

fact() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns the value of the fact record component.
fail(String) - Method in class com.tnsai.session.AgentSession: Marks the session as failed.
failed(String, String) - Static method in class com.tnsai.prompt.aot.AotResult: Creates a failed result.
FAILED - Enum constant in enum class com.tnsai.fsm.StateMachine.Status
FAILED - Enum constant in enum class com.tnsai.planning.tasklist.TaskStatus
FAILED - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomStatus
FAILED - Enum constant in enum class com.tnsai.session.SessionOutcome: Session failed with an error.
failedCount() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns the number of failed steps.
failedSessions() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns the value of the failedSessions record component.
failure(String) - Static method in record class com.tnsai.output.validation.ValidationResult
failure(String) - Static method in record class com.tnsai.planning.llm.StepExecutionResult: Creates a failure result.
failure(String, String) - Static method in record class com.tnsai.planning.llm.StepExecutionResult: Creates a failure result with partial output.
failure(List<String>) - Static method in record class com.tnsai.output.validation.ValidationResult
Features - Search tag in class com.tnsai.prompt.optimizer.PromptOptimizer: Section
Feedback - Record Class in com.tnsai.learning: Represents user or system feedback on agent output.
Feedback(String, FeedbackType, String, String, Instant, Map<String, Object>) - Constructor for record class com.tnsai.learning.Feedback: Creates an instance of a Feedback record class.
feedbackAnalyzed() - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult: Returns the value of the feedbackAnalyzed record component.
FeedbackLearner - Class in com.tnsai.learning: Learns from user feedback to improve agent behavior over time.
FeedbackLearner.Builder - Class in com.tnsai.learning
FeedbackLearner.LearningResult - Record Class in com.tnsai.learning: Result of a learning cycle.
feedbackStore(FeedbackStore) - Method in class com.tnsai.learning.FeedbackLearner.Builder
FeedbackStore - Interface in com.tnsai.learning: Storage for agent feedback records.
FeedbackType - Enum Class in com.tnsai.learning: Types of feedback that can be provided on agent output.
file(String) - Static method in interface com.tnsai.session.extraction.KnowledgeStore: Creates a file-based knowledge store.
file(String) - Static method in interface com.tnsai.session.SearchableSessionStore: Creates a searchable file-based session store.
file(String) - Static method in interface com.tnsai.session.SessionStore: Creates a file-based session store.
file(Path) - Static method in interface com.tnsai.planning.tasklist.ProgressMemory: Creates a file-based progress memory.
File Format - Search tag in class com.tnsai.prompt.PromptLoader: Section
FileKnowledgeStore - Class in com.tnsai.session.extraction: File-based implementation of KnowledgeStore.
FileKnowledgeStore(String) - Constructor for class com.tnsai.session.extraction.FileKnowledgeStore: Creates a file-based knowledge store.
FileSessionStore - Class in com.tnsai.session: File-based implementation of SessionStore.
FileSessionStore(String) - Constructor for class com.tnsai.session.FileSessionStore: Creates a file session store with no retention (existing behavior).
FileSessionStore(String, long) - Constructor for class com.tnsai.session.FileSessionStore: Creates a file session store with opt-in age-based retention.
filterSteps(Predicate<ReplayStep>) - Method in class com.tnsai.session.replay.SessionReplay: Gets steps filtered by predicate.
finalAnswer(String) - Method in class com.tnsai.reasoning.react.ReActResult.Builder
finalAnswer(String) - Method in class com.tnsai.reasoning.ThinkingResult.Builder
finalAnswerDetected() - Static method in interface com.tnsai.reasoning.react.StopCondition: Stops when the LLM indicates it has a final answer (detects "Final Answer:" pattern).
finalOutput() - Method in record class com.tnsai.refinement.RefinementResult: Returns the value of the finalOutput record component.
findActionsForGoal(PlanningGoal, Map<String, Object>) - Method in class com.tnsai.planning.BackwardChainingPlanner
findActionsForGoal(PlanningGoal, Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Finds actions that can help achieve a goal.
findActionsForGoal(PlanningGoal, Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
findApplicableActions(Map<String, Object>) - Method in class com.tnsai.planning.BackwardChainingPlanner
findApplicableActions(Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Finds actions whose preconditions are satisfied.
findApplicableActions(Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
findByAction(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findByAction(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findByAgent(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findByAgent(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findByAgent(String) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
findByAgent(String) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
findByAgent(String) - Method in class com.tnsai.session.FileSessionStore
findByAgent(String) - Method in interface com.tnsai.session.SessionStore: Lists sessions for a specific agent.
findByAgentAndTimeRange(String, Instant, Instant) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
findByAgentAndTimeRange(String, Instant, Instant) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
findByAuthor(String) - Method in class com.tnsai.prompt.PromptRegistry: Finds templates by author.
findByConversation(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findByConversation(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findByConversation(String) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
findByConversation(String) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
findByDate(LocalDate) - Method in class com.tnsai.session.FileSessionStore
findByDate(LocalDate) - Method in interface com.tnsai.session.SessionStore: Lists sessions for a specific date.
findByDateRange(LocalDate, LocalDate) - Method in class com.tnsai.session.FileSessionStore
findByDateRange(LocalDate, LocalDate) - Method in interface com.tnsai.session.SessionStore: Lists sessions in a date range.
findById(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findById(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findById(String) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
findById(String) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
findByOutcome(DecisionOutcome.OutcomeStatus) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findByOutcome(DecisionOutcome.OutcomeStatus) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findByOutcome(SessionOutcome) - Method in class com.tnsai.session.FileSessionStore
findByOutcome(SessionOutcome) - Method in interface com.tnsai.session.SessionStore: Lists sessions with a specific outcome.
findByProject(String) - Method in class com.tnsai.session.FileSessionStore
findByProject(String) - Method in interface com.tnsai.session.SessionStore: Lists sessions for a specific project.
findByTag(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findByTag(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findByTag(String) - Method in class com.tnsai.prompt.PromptRegistry: Finds templates by tag.
findByTag(String) - Method in class com.tnsai.session.FileSessionStore
findByTag(String) - Method in interface com.tnsai.session.SessionStore: Lists sessions with a specific tag.
findByTimeRange(Instant, Instant) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findByTimeRange(Instant, Instant) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findByTimeRange(Instant, Instant) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
findByTimeRange(Instant, Instant) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
findByToolUsage(String) - Method in class com.tnsai.session.SearchableFileSessionStore
findByToolUsage(String) - Method in interface com.tnsai.session.SearchableSessionStore: Searches for sessions containing a specific tool call.
findByTrigger(SnapshotTrigger) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
findByTrigger(SnapshotTrigger) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
findByTriggerType(DecisionTrigger.TriggerType) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findByTriggerType(DecisionTrigger.TriggerType) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findChildren(String) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findChildren(String) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findDecisionsByAction(String) - Method in class com.tnsai.context.integration.AgentContextManager
findDecisionsInCurrentConversation() - Method in class com.tnsai.context.integration.AgentContextManager
findFailedDecisions() - Method in class com.tnsai.context.integration.AgentContextManager
findLatestByAgent(String) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
findLatestByAgent(String) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
findPotentialDuplicates(Entity, double) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
findPrecedents(DecisionTrace, double) - Method in class com.tnsai.context.integration.AgentContextManager
findRecent(int) - Method in class com.tnsai.session.FileSessionStore
findRecent(int) - Method in interface com.tnsai.session.SessionStore: Gets the most recent sessions.
findRecentByAgent(String, int) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findRecentByAgent(String, int) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findSatisfiedGoals(Map<String, Object>) - Method in class com.tnsai.planning.BackwardChainingPlanner
findSatisfiedGoals(Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Finds goals that are currently satisfied.
findSatisfiedGoals(Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
findSimilar(DecisionTrace, double) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
findSimilar(DecisionTrace, double) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
findSimilar(ExtractedKnowledge, int) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
findSimilar(ExtractedKnowledge, int) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
findSimilar(ExtractedKnowledge, int) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Finds knowledge similar to the given item.
findSimilar(String, int) - Method in class com.tnsai.session.SearchableFileSessionStore
findSimilar(String, int) - Method in interface com.tnsai.session.SearchableSessionStore: Gets sessions similar to the given session.
findSnapshot(String) - Method in class com.tnsai.context.integration.AgentContextManager
findSuccessfulDecisions() - Method in class com.tnsai.context.integration.AgentContextManager
findTrace(String) - Method in class com.tnsai.context.integration.AgentContextManager
findUnsatisfiedGoals(Map<String, Object>) - Method in class com.tnsai.planning.BackwardChainingPlanner
findUnsatisfiedGoals(Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Finds goals that are not currently satisfied.
findUnsatisfiedGoals(Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
fire(Event) - Method in class com.tnsai.fsm.StateMachine: Fires an event to trigger transitions.
first() - Method in class com.tnsai.session.replay.SessionReplay: Goes to the first step.
fontName(String) - Method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
forgettingCurve(ForgettingCurve) - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline.Builder
ForgettingCurve - Enum Class in com.tnsai.session.consolidation: Memory decay strategies based on forgetting curves.
format() - Method in class com.tnsai.reasoning.react.ReActStep: Returns a formatted representation of this step.
Formation Selection Logic - Search tag in class com.tnsai.autoteam.TopologySelector: Section
FREE_FORM - Enum constant in enum class com.tnsai.reasoning.react.ThoughtFormat: Free-form reasoning where the LLM can express thoughts naturally.
from(Ephemeral) - Static method in record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Creates config from annotation.
from(State) - Static method in class com.tnsai.fsm.Transition: Starts building a transition from the given state.
from(LocalDate) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the start date.
fromAnnotations(Class<?>) - Static method in class com.tnsai.norms.NormEngine: Creates a NormEngine from annotations on a class.
fromPlannerOutput(String, List<PlanningAction>) - Static method in record class com.tnsai.planning.tasklist.TaskList: Creates a TaskList from planner output, bridging GOAP planning to task execution.
fromState() - Method in record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Returns the value of the fromState record component.
fulfills() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the fulfills record component.
fulfills(String...) - Method in class com.tnsai.planning.PlanningAction.Builder
fulfillsGoal(String) - Method in record class com.tnsai.planning.PlanningAction: Checks if this action fulfills the specified goal.

G

generate(String) - Method in class com.tnsai.output.validation.StructuredOutputExecutor: Generates structured output with validation and retry.
generate(String, int) - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator: Generates test cases for a task.
generate(String, int, SyntheticDataGenerator.GenerationSpec) - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator: Generates test cases with custom configuration.
GENERATE - Enum constant in enum class com.tnsai.reasoning.got.GoTOperation: Generate new thoughts from existing ones.
generateAndReview(LLMDynamicPlanner, String) - Method in class com.tnsai.planning.llm.PlanApprovalGate: Generates a plan and reviews it in one step.
generateAndReview(LLMDynamicPlanner, String, Map<String, Object>) - Method in class com.tnsai.planning.llm.PlanApprovalGate: Generates a plan with state context and reviews it.
generateConfigs(TeamPlan) - Method in class com.tnsai.autoteam.AgentConfigGenerator: Generates enriched agent configurations with tailored system prompts.
GeneratedAgentConfig - Record Class in com.tnsai.autoteam: Configuration for a single agent within a generated team.
GeneratedAgentConfig(String, String, String, List<String>, List<String>, Map<String, Object>) - Constructor for record class com.tnsai.autoteam.GeneratedAgentConfig: Creates a validated GeneratedAgentConfig.
generateEdgeCases(String, int) - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator: Generates edge cases specifically.
generateGoldenDataset(String, int) - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator: Generates a golden dataset (high-quality reference examples).
generatePlan(String) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner: Generates a plan for the given natural-language goal.
generatePlan(String, Map<String, Object>) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner: Generates a plan for the given goal with current state context.
generateSummary(String, int) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Generates a summary message for removed results.
generator(AtomGenerator) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
get(String) - Method in class com.tnsai.fsm.StateMachineContext: Gets a value from the context.
get(String) - Method in class com.tnsai.prompt.PromptRegistry: Gets a template by name.
getAction() - Method in class com.tnsai.fsm.Transition: Gets the transition action.
getAction() - Method in class com.tnsai.reasoning.react.ReActStep
getAction(String) - Method in interface com.tnsai.planning.Planner: Finds an action by name.
getActionInput() - Method in class com.tnsai.reasoning.react.ReActStep
getActions() - Method in class com.tnsai.planning.BackwardChainingPlanner
getActions() - Method in interface com.tnsai.planning.Planner: Returns all registered actions.
getActions() - Method in class com.tnsai.planning.UtilityAIPlanner
getActionsByUtility(Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner: Gets all actions sorted by utility (highest first).
getActiveObligations(Predicate<String>) - Method in class com.tnsai.norms.NormEngine: Gets all active obligations for the current context.
getActivePermissions(Predicate<String>) - Method in class com.tnsai.norms.NormEngine: Gets all active permissions for the current context.
getActiveProhibitions(Predicate<String>) - Method in class com.tnsai.norms.NormEngine: Gets all active prohibitions for the current context.
getAgentId() - Method in class com.tnsai.context.integration.AgentContextManager
getAgentName() - Method in class com.tnsai.session.AgentSession
getAll() - Method in interface com.tnsai.learning.FeedbackStore
getAll() - Method in class com.tnsai.prompt.PromptRegistry: Gets all registered templates.
getAllDecisions() - Method in class com.tnsai.context.integration.AgentContextManager
getAllLeaves() - Method in class com.tnsai.reasoning.ToTResult: Gets all leaf nodes (complete paths).
getAllNorms() - Method in class com.tnsai.norms.NormEngine: Gets all registered norms.
getAllPaths() - Method in class com.tnsai.reasoning.ConsistencyResult: Gets all reasoning paths generated.
getAllSteps() - Method in class com.tnsai.session.replay.SessionReplay: Gets all steps as a list.
getAnswer() - Method in class com.tnsai.prompt.aot.AotResult
getAnswerCounts() - Method in class com.tnsai.reasoning.ConsistencyResult: Gets the count of each unique answer.
getAnthropicClient() - Method in class com.tnsai.reasoning.ExtendedThinkingClient: Gets the underlying Anthropic client.
getAtomCount() - Method in class com.tnsai.prompt.aot.AotResult: Returns number of atoms used.
getAtoms() - Method in class com.tnsai.prompt.aot.AotResult
getAvailableEvents() - Method in class com.tnsai.fsm.StateMachine: Gets available events from current state.
getAverageAtomConfidence() - Method in class com.tnsai.prompt.aot.AotResult: Returns average confidence across all atoms.
getAverageScore() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the average score along the path to this node.
getBdiMapper() - Method in class com.tnsai.context.integration.AgentContextManager: Gets the BDI mapper.
getBestLeaf() - Method in class com.tnsai.reasoning.ToTResult: Gets the best leaf node (highest scoring complete path).
getBestPath() - Method in class com.tnsai.reasoning.ToTResult: Gets the best reasoning path as a string.
getBestPrompt() - Method in class com.tnsai.prompt.optimizer.OptimizationResult
getBestScore() - Method in record class com.tnsai.reasoning.got.GoTResult
getBestScore() - Method in class com.tnsai.reasoning.ToTResult: Gets the best path score.
getBestThought() - Method in record class com.tnsai.reasoning.got.GoTResult
getBySession(String) - Method in interface com.tnsai.learning.FeedbackStore
getByType(FeedbackType) - Method in interface com.tnsai.learning.FeedbackStore
getCapabilities() - Method in class com.tnsai.planning.llm.LLMDynamicPlanner: Returns the configured capabilities.
getCategory() - Method in class com.tnsai.prompt.optimizer.TestCase
getChecks() - Method in class com.tnsai.refinement.CompletionCriteria: Gets all criteria checks.
getChildren() - Method in class com.tnsai.reasoning.got.GoTNode
getChildren() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the child nodes.
getCompletionReason() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getComplexityScore(String) - Method in class com.tnsai.prompt.aot.AotProcessor: Returns the complexity score for a question.
getConfidence() - Method in class com.tnsai.prompt.aot.AotResult
getConfidence() - Method in class com.tnsai.prompt.aot.Atom
getConfidence() - Method in class com.tnsai.reasoning.ConsistencyResult: Gets the confidence score (0.0 - 1.0).
getConfidence() - Method in class com.tnsai.reasoning.VerificationResult: Gets the confidence score (0.0 - 1.0).
getConfidenceThreshold() - Method in class com.tnsai.context.integration.BDIContextMapper: Gets the confidence threshold used by this mapper.
getConfig(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Gets the configuration for an action.
getConsecutiveNoActionCount() - Method in class com.tnsai.reasoning.react.StopCondition.StopContext
getConsensusAnswer() - Method in class com.tnsai.reasoning.ConsistencyResult: Gets the consensus answer (most common answer across reasoning paths).
getContent() - Method in class com.tnsai.prompt.SimplePromptTemplate
getContext() - Method in class com.tnsai.fsm.StateMachine: Gets the context.
getCorrectedResult() - Method in class com.tnsai.reasoning.VerificationResult: Gets the auto-corrected result, if available.
getCumulativeScore() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the cumulative score along the path to this node.
getCurrentConversationId() - Method in class com.tnsai.context.integration.AgentContextManager
getCurrentEvent() - Method in class com.tnsai.fsm.StateMachineContext: Gets the current event being processed.
getCurrentIndex() - Method in class com.tnsai.session.replay.SessionReplay: Gets the current step index.
getCurrentPrompt() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getCurrentScore() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getCurrentState() - Method in class com.tnsai.fsm.StateMachine: Gets the current state.
getCurrentState() - Method in class com.tnsai.fsm.StateMachineContext: Gets the current state.
getData() - Method in class com.tnsai.fsm.StateMachineContext: Gets all data as an unmodifiable map.
getData(String) - Method in record class com.tnsai.fsm.Event: Gets data by key.
getDataOrDefault(String, T) - Method in record class com.tnsai.fsm.Event: Gets data with default.
getDecisionCount() - Method in class com.tnsai.context.integration.AgentContextManager
getDependencies() - Method in class com.tnsai.prompt.aot.Atom
getDepth() - Method in interface com.tnsai.reasoning.Evaluable: Gets the depth of this node (root = 0).
getDepth() - Method in class com.tnsai.reasoning.got.GoTNode
getDepth() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the depth of this node (root = 0).
getDescription() - Method in class com.tnsai.prompt.aot.Atom
getDescription() - Method in interface com.tnsai.refinement.CriteriaCheck: Gets a description of what this check validates.
getDescription() - Method in enum class com.tnsai.session.extraction.ExtractionType: Gets a human-readable description.
getDetailedTrace() - Method in class com.tnsai.prompt.aot.AotResult: Returns detailed trace of atom processing.
getDuration() - Method in class com.tnsai.reasoning.react.ReActResult: Gets the total execution duration.
getDuration() - Method in class com.tnsai.reasoning.react.ReActStep
getDuration() - Method in class com.tnsai.reasoning.ReasoningPath: Gets the execution duration.
getDuration() - Method in class com.tnsai.reasoning.ToTResult: Gets the exploration duration.
getDuration() - Method in class com.tnsai.session.AgentSession: Gets the session duration.
getDurationMillis() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getEndTime() - Method in class com.tnsai.session.AgentSession
getError() - Method in class com.tnsai.fsm.StateMachineContext: Gets the error message if any.
getErrorMessage() - Method in class com.tnsai.prompt.aot.AotResult
getEventName() - Method in class com.tnsai.fsm.Transition: Gets the triggering event name.
getExpectedOutput() - Method in class com.tnsai.prompt.optimizer.TestCase
getExtractedAnswer() - Method in class com.tnsai.reasoning.ReasoningPath: Gets the extracted final answer from this reasoning path.
getFinalAnswer() - Method in class com.tnsai.reasoning.react.ReActResult: Gets the final answer produced by the ReAct loop.
getFinalAnswer() - Method in class com.tnsai.reasoning.ThinkingResult: Gets the final answer after thinking.
getFinalAnswer() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the final answer generated for this leaf node.
getFinalScore() - Method in record class com.tnsai.refinement.RefinementResult
getFirstUserMessage() - Method in class com.tnsai.session.AgentSession: Gets the first user message.
getFirstUserMessage() - Method in record class com.tnsai.session.SessionSearchResult: Gets the first user message from the session.
getGoal(String) - Method in interface com.tnsai.planning.Planner: Finds a goal by name.
getGoals() - Method in class com.tnsai.planning.BackwardChainingPlanner
getGoals() - Method in interface com.tnsai.planning.Planner: Returns all registered goals.
getGoals() - Method in class com.tnsai.planning.UtilityAIPlanner
getGuard() - Method in class com.tnsai.fsm.Transition: Gets the guard condition.
getHistory() - Method in class com.tnsai.fsm.StateMachineContext: Gets the transition history.
getId() - Method in class com.tnsai.prompt.aot.Atom
getId() - Method in interface com.tnsai.reasoning.Evaluable: Gets the node identifier.
getId() - Method in class com.tnsai.reasoning.got.GoTNode
getId() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the node identifier.
getId() - Method in class com.tnsai.session.AgentSession
getImprovement() - Method in class com.tnsai.prompt.optimizer.OptimizationResult
getImprovement() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getImprovementPercentage() - Method in class com.tnsai.prompt.optimizer.OptimizationResult: Returns the percentage improvement.
getInput() - Method in class com.tnsai.prompt.optimizer.TestCase
getInvalidSteps() - Method in class com.tnsai.reasoning.VerificationResult: Gets the list of invalid/problematic steps.
getIssues() - Method in class com.tnsai.reasoning.VerificationResult: Gets the list of identified issues.
getIterationCount() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getIterations() - Method in class com.tnsai.prompt.optimizer.OptimizationResult
getIterations() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getKey() - Method in enum class com.tnsai.session.extraction.ExtractionType: Gets the key used for storage and lookup.
getLastIteration() - Method in record class com.tnsai.refinement.RefinementResult
getLastTurn() - Method in class com.tnsai.session.AgentSession: Gets the last turn.
getLearnedPreferences() - Method in class com.tnsai.learning.AdaptivePromptEnricher: Returns the current learned preferences.
getLearnedRules() - Method in class com.tnsai.learning.AdaptivePromptEnricher: Returns the current learned rules (prompt adjustments).
getLearnings() - Method in interface com.tnsai.planning.tasklist.ProgressMemory: Gets all recorded learnings.
getMaxArgLength() - Method in class com.tnsai.context.compaction.TruncatingCompactor: Returns the configured max argument length.
getMaxDepthReached() - Method in class com.tnsai.reasoning.ToTResult: Gets the maximum depth reached in exploration.
getMaxTokens() - Method in class com.tnsai.reasoning.ReasoningRouter
getMessagesSinceLastConsolidation() - Method in class com.tnsai.session.consolidation.AutoConsolidationManager: Returns the number of messages recorded since the last consolidation.
getMetadata() - Method in class com.tnsai.session.AgentSession
getMetadataValue(String) - Method in record class com.tnsai.session.ConversationTurn: Gets a metadata value.
getMinConfidence() - Method in interface com.tnsai.session.extraction.KnowledgeExtractor: Gets the minimum confidence threshold for extraction.
getMinConfidence() - Method in class com.tnsai.session.extraction.LLMKnowledgeExtractor
getModel() - Method in class com.tnsai.reasoning.ReasoningRouter
getName() - Method in record class com.tnsai.fsm.Event: Gets the event name (alias for name()).
getName() - Method in class com.tnsai.fsm.State: Gets the state name.
getName() - Method in class com.tnsai.fsm.StateMachine: Gets the state machine name.
getName() - Method in interface com.tnsai.planning.Consideration: Gets a descriptive name for this consideration.
getName() - Method in class com.tnsai.prompt.SimplePromptTemplate
getName() - Method in class com.tnsai.prompt.SimpleTemplateEngine
getName() - Method in interface com.tnsai.refinement.CriteriaCheck: Gets the name of this check.
getName() - Method in interface com.tnsai.refinement.StopHook: Gets the name of this stop hook.
getNames() - Method in class com.tnsai.prompt.PromptRegistry: Gets all registered template names.
getObservation() - Method in class com.tnsai.reasoning.react.ReActStep
getOnEntry() - Method in class com.tnsai.fsm.State: Gets the entry action.
getOnExit() - Method in class com.tnsai.fsm.State: Gets the exit action.
getOperation() - Method in class com.tnsai.reasoning.got.GoTNode
getOrDefault(String, PromptTemplate) - Method in class com.tnsai.prompt.PromptRegistry: Gets a template with a default fallback.
getOrDefault(String, T) - Method in class com.tnsai.fsm.StateMachineContext: Gets a value with a default.
getOriginalPrompt() - Method in class com.tnsai.prompt.optimizer.OptimizationResult
getOriginalPrompt() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getOriginalQuestion() - Method in class com.tnsai.prompt.aot.AotResult
getOrNull(String) - Method in class com.tnsai.prompt.PromptRegistry: Gets a template by name, or null if not found.
getOutcome() - Method in class com.tnsai.session.AgentSession
getOutputTokens() - Method in class com.tnsai.reasoning.ThinkingResult: Gets the number of tokens in the final output.
getParent() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the parent node, if any.
getParents() - Method in class com.tnsai.reasoning.got.GoTNode
getPath() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the path from root to this node.
getPathId() - Method in class com.tnsai.reasoning.ReasoningPath: Gets the path identifier (0-based index).
getPlan() - Method in class com.tnsai.planning.PlanExecutor: Gets the current plan without executing it.
getPlanner() - Method in class com.tnsai.planning.PlanExecutor: Gets the underlying planner.
getPriority() - Method in class com.tnsai.fsm.Transition: Gets the priority (higher = more preferred).
getPriority() - Method in class com.tnsai.prompt.aot.Atom
getProjectPath() - Method in class com.tnsai.session.AgentSession
getPrompt() - Method in class com.tnsai.prompt.aot.Atom
getPrunedNodes() - Method in class com.tnsai.reasoning.ToTResult: Gets the number of nodes pruned.
getReasoning() - Method in class com.tnsai.prompt.aot.AotResult
getReasoningChain() - Method in class com.tnsai.reasoning.ReasoningPath: Gets the full reasoning chain text.
getReasoningModel() - Method in class com.tnsai.reasoning.ReasoningRouter: Gets the reasoning model.
getReasoningTrace() - Method in class com.tnsai.reasoning.react.ReActResult: Gets the full reasoning trace as a formatted string.
getRecent(int) - Method in interface com.tnsai.learning.FeedbackStore
getRecentDecisions(int) - Method in class com.tnsai.context.integration.AgentContextManager
getRecentSnapshots(int) - Method in class com.tnsai.context.integration.AgentContextManager
getRegisteredActions() - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Gets all registered ephemeral action names.
getRegisteredGoals() - Method in class com.tnsai.planning.llm.LLMDynamicPlanner
getRelevantLearnings(Set<String>) - Method in interface com.tnsai.planning.tasklist.ProgressMemory: Gets learnings relevant to the specified tags.
getRequiredChecks() - Method in class com.tnsai.refinement.CompletionCriteria: Gets required checks only.
getResult() - Method in class com.tnsai.fsm.StateMachineContext: Gets the result of the state machine execution.
getResult(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Gets a specific result by ID.
getResultCount(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Gets the count of tracked results for an action.
getResults(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Gets all tracked results for an action.
getResultsToRemove(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Gets the IDs of results that should be removed from context.
getRoleInstance() - Method in class com.tnsai.planning.PlanExecutor: Gets the role instance.
getRoot() - Method in class com.tnsai.reasoning.ToTResult: Gets the root node of the exploration tree.
getSatisfiedGoals() - Method in class com.tnsai.planning.PlanExecutor: Gets the list of satisfied goals.
getScore() - Method in class com.tnsai.prompt.optimizer.OptimizationResult
getScore() - Method in class com.tnsai.reasoning.got.GoTNode
getScore() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the evaluation score.
getSession() - Method in class com.tnsai.prompt.optimizer.OptimizationResult
getSession() - Method in class com.tnsai.session.replay.SessionReplay: Gets the session being replayed.
getSessionId() - Method in record class com.tnsai.session.SessionSearchResult: Gets the session ID.
getSnapshotCount() - Method in class com.tnsai.context.integration.AgentContextManager
getSnapshotStatistics() - Method in class com.tnsai.context.integration.AgentContextManager
getSnapshotStore() - Method in class com.tnsai.context.integration.AgentContextManager: Gets the snapshot store.
getSolution() - Method in class com.tnsai.prompt.aot.Atom
getSolvedAtomCount() - Method in class com.tnsai.prompt.aot.AotResult: Returns number of successfully solved atoms.
getSource() - Method in class com.tnsai.fsm.Transition: Gets the source state.
getSource(String) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
getSources() - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
getSpec() - Method in class com.tnsai.fsm.State: Gets all metadata.
getSpec() - Method in class com.tnsai.prompt.SimplePromptTemplate
getSpec(String) - Method in class com.tnsai.fsm.State: Gets metadata value by key.
getStandardModel() - Method in class com.tnsai.reasoning.ReasoningRouter: Gets the standard model.
getStartTime() - Method in class com.tnsai.session.AgentSession
getStates() - Method in class com.tnsai.fsm.StateMachine: Gets all states.
getStatistics() - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
getStatistics() - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
getStatistics() - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
getStatistics() - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
getStatistics() - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
getStats() - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Gets statistics about tracked results.
getStats() - Method in class com.tnsai.session.extraction.FileKnowledgeStore
getStats() - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
getStats() - Method in interface com.tnsai.session.extraction.KnowledgeStore: Gets statistics about stored knowledge.
getStats() - Method in class com.tnsai.session.replay.SessionReplay: Gets statistics about the session.
getStats() - Method in class com.tnsai.session.SearchableFileSessionStore
getStats() - Method in interface com.tnsai.session.SearchableSessionStore: Gets statistics about sessions.
getStatus() - Method in class com.tnsai.fsm.StateMachine: Gets the status.
getStatus() - Method in class com.tnsai.prompt.aot.Atom
getStatus() - Method in class com.tnsai.reasoning.react.ReActResult: Gets the execution status.
getStep(int) - Method in class com.tnsai.session.replay.SessionReplay: Gets a step by index without changing position.
getStepCount() - Method in class com.tnsai.reasoning.react.ReActResult: Gets the number of steps executed.
getStepNumber() - Method in class com.tnsai.reasoning.react.ReActStep
getSteps() - Method in class com.tnsai.reasoning.react.ReActResult: Gets all reasoning steps (thought → action → observation).
getStrategiesApplied() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
getSuggestions() - Method in class com.tnsai.reasoning.VerificationResult: Gets the correction suggestions.
getSummary() - Method in class com.tnsai.prompt.aot.AotResult: Returns a summary of the AoT processing.
getSummary() - Method in class com.tnsai.prompt.optimizer.OptimizationResult: Returns a summary of the optimization.
getSummary() - Method in class com.tnsai.prompt.optimizer.OptimizationSession: Returns a summary of the session.
getSummary() - Method in class com.tnsai.reasoning.VerificationResult: Gets a summary of the verification.
getTags() - Method in class com.tnsai.session.AgentSession
getTarget() - Method in class com.tnsai.fsm.Transition: Gets the target state.
getTemperature() - Method in class com.tnsai.reasoning.ReasoningPath: Gets the temperature used for this path.
getTemperature() - Method in class com.tnsai.reasoning.ReasoningRouter
getThinkingBlocks() - Method in class com.tnsai.reasoning.ThinkingResult: Gets individual thinking blocks (if available).
getThinkingBudget() - Method in class com.tnsai.reasoning.ExtendedThinkingClient: Gets the thinking budget.
getThinkingProcess() - Method in class com.tnsai.reasoning.ThinkingResult: Gets the full thinking process text.
getThinkingTokens() - Method in class com.tnsai.reasoning.ThinkingResult: Gets the number of tokens used for thinking.
getThought() - Method in interface com.tnsai.reasoning.Evaluable: Gets the thought content at this node.
getThought() - Method in class com.tnsai.reasoning.got.GoTNode
getThought() - Method in class com.tnsai.reasoning.react.ReActStep
getThought() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the thought content at this node.
getThoughtChain() - Method in interface com.tnsai.reasoning.Evaluable: Gets the combined thought chain from root to this node.
getThoughtChain() - Method in class com.tnsai.reasoning.got.GoTNode
getThoughtChain() - Method in class com.tnsai.reasoning.ThoughtNode: Gets the combined thought chain from root to this node.
getThreshold() - Method in class com.tnsai.reasoning.ReasoningRouter: Gets the routing threshold.
getTimeoutMs() - Method in class com.tnsai.fsm.State: Gets the timeout in milliseconds.
getTimestamp() - Method in class com.tnsai.reasoning.react.ReActStep
getTokenCount() - Method in class com.tnsai.reasoning.ReasoningPath: Gets the token count for this path.
getToolName() - Method in record class com.tnsai.session.ConversationTurn: Gets the tool name if this is a tool-related turn.
getToolName() - Method in record class com.tnsai.session.replay.ReplayStep: Gets the tool name if this is a tool-related step.
getTopPaths(int) - Method in class com.tnsai.reasoning.ToTResult: Gets the top-k best paths.
getTotalLLMCalls() - Method in class com.tnsai.reasoning.react.ReActResult: Gets the total number of LLM calls made.
getTotalNodes() - Method in class com.tnsai.reasoning.ToTResult: Gets the total number of nodes explored.
getTotalPaths() - Method in class com.tnsai.reasoning.ConsistencyResult: Gets the total number of reasoning paths generated.
getTotalTokens() - Method in class com.tnsai.reasoning.ThinkingResult: Gets the total token usage.
getTraceStatistics() - Method in class com.tnsai.context.integration.AgentContextManager
getTraceStore() - Method in class com.tnsai.context.integration.AgentContextManager: Gets the trace store.
getTrackedEntities() - Method in class com.tnsai.context.integration.AgentContextManager
getTransitionCount() - Method in class com.tnsai.fsm.StateMachine: Gets the transition count.
getTransitionCount() - Method in class com.tnsai.fsm.StateMachineContext: Gets the number of transitions that occurred.
getTransitions() - Method in class com.tnsai.fsm.StateMachine: Gets all transitions.
getTriggers() - Method in class com.tnsai.session.consolidation.AutoConsolidationManager: Returns the configured triggers.
getTurnCount() - Method in class com.tnsai.session.AgentSession: Gets the number of turns.
getTurns() - Method in class com.tnsai.session.AgentSession
getTurnsByType(TurnType) - Method in class com.tnsai.session.AgentSession: Gets turns of a specific type.
getType() - Method in class com.tnsai.prompt.aot.Atom
getUnsatisfiedGoals() - Method in class com.tnsai.planning.PlanExecutor: Gets the list of unsatisfied goals.
getUnsatisfiedGoals(Map<String, Object>) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner
getVariable(String) - Method in class com.tnsai.context.integration.AgentContextManager
getVariable(String, Class<T>) - Method in class com.tnsai.context.integration.AgentContextManager
getVariables() - Method in class com.tnsai.prompt.SimplePromptTemplate
getWeight() - Method in interface com.tnsai.planning.Consideration: Gets the weight of this consideration.
getWeight() - Method in class com.tnsai.prompt.optimizer.TestCase
global() - Static method in class com.tnsai.prompt.PromptRegistry: Gets the global registry instance.
goal() - Method in record class com.tnsai.planning.llm.LLMPlan: Returns the value of the goal record component.
goal(PlanningGoal) - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
GOAL_UNSATISFIED_AFTER_EXECUTION - Enum constant in enum class com.tnsai.planning.PlanningFailureException.Reason: A goal the plan set out to establish — unsatisfied when the plan was produced, and satisfied by the plan's declared effects — was not satisfied by the real @State once the plan had executed.
goalName() - Method in exception class com.tnsai.planning.PlanningFailureException: Returns the unsatisfied goal planning was working on.
goals(List<PlanningGoal>) - Method in class com.tnsai.planning.UtilityAIPlanner.Builder
GOAP Bridge - Search tag in package com.tnsai.planning.tasklist: Section
goldenDataset() - Static method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
goodExamples() - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult: Returns the value of the goodExamples record component.
GoTNode - Class in com.tnsai.reasoning.got: A node in a Graph of Thoughts.
goTo(int) - Method in class com.tnsai.session.replay.SessionReplay: Goes to a specific step by index.
GoTOperation - Enum Class in com.tnsai.reasoning.got: Operations available in Graph of Thoughts.
GoTResult - Record Class in com.tnsai.reasoning.got: Result of a Graph of Thoughts exploration.
GoTResult(GoTNode, GoTNode, List<GoTNode>, String, int, int, Duration) - Constructor for record class com.tnsai.reasoning.got.GoTResult: Creates an instance of a GoTResult record class.
GraphOfThoughtsExecutor - Class in com.tnsai.reasoning.got: Graph of Thoughts (GoT) executor for complex problem solving.
GraphOfThoughtsExecutor.Builder - Class in com.tnsai.reasoning.got
greaterThan(String, double) - Static method in interface com.tnsai.fsm.Guard: Creates a guard that checks if a numeric value is greater than threshold.
GREEDY - Enum constant in enum class com.tnsai.reasoning.PruningStrategy: Greedy - always pick the single best branch.
group() - Method in record class com.tnsai.autoteam.AutoTeamBuilder.Result: Returns the value of the group record component.
Guard - Interface in com.tnsai.fsm: Functional interface for transition guard conditions.

H

has(String) - Method in class com.tnsai.fsm.StateMachineContext: Checks if a key exists.
hasAction() - Method in class com.tnsai.reasoning.react.ReActStep: Returns true if this step includes an action (not just a thought).
hasCategory() - Method in class com.tnsai.prompt.optimizer.TestCase
hasCodeSnippets() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Checks if this knowledge has code snippets.
hasCondition() - Method in record class com.tnsai.norms.NormEntry: Returns true if this norm has a condition expression.
hasConverged() - Method in class com.tnsai.prompt.optimizer.OptimizationSession: Checks if the optimization has converged.
hasCriteria() - Method in record class com.tnsai.planning.tasklist.TaskItem: Checks if this task has completion criteria.
hasData(String) - Method in record class com.tnsai.fsm.Event: Checks if data exists.
hasDeadline() - Method in record class com.tnsai.planning.PlanningGoal: Checks if this goal has a deadline.
hasDependencies() - Method in record class com.tnsai.autoteam.TeamPlan: Returns whether any inter-agent dependencies exist.
hasDependencies() - Method in class com.tnsai.prompt.aot.Atom
hasError() - Method in class com.tnsai.fsm.StateMachineContext: Returns whether there's an error.
hasErrors() - Method in class com.tnsai.reasoning.VerificationResult: Returns true if there are any errors.
hasFilters() - Method in record class com.tnsai.session.SessionQuery: Checks if this query has any filters.
hasFinalAnswer() - Method in class com.tnsai.reasoning.ThoughtNode: Returns true if this node has a final answer.
hashCode() - Method in record class com.tnsai.autoteam.AutoTeamBuilder.Result: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.autoteam.TeamPlan: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.fsm.Event: Returns a hash code value for this object.
hashCode() - Method in class com.tnsai.fsm.State
hashCode() - Method in record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.learning.Feedback: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.norms.NormEngine.CheckResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.norms.NormEntry: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.norms.NormViolation: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.output.validation.ValidationResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.llm.LLMPlan: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.llm.LLMPlanStep: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.llm.StepExecutionResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.PlanningAction: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.PlanningGoal: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.tasklist.TaskList: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.StrategyRecord: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.reasoning.causal.CausalResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.refinement.RefinementResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.ConversationTurn: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.replay.ReplayStep: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.SessionQuery: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.SessionSearchResult: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Returns a hash code value for this object.
hashCode() - Method in record class com.tnsai.session.SessionSearchResult.MatchPosition: Returns a hash code value for this object.
hasKey(String) - Static method in interface com.tnsai.fsm.Guard: Creates a guard that checks if a context key exists.
hasKnowledge() - Method in record class com.tnsai.session.consolidation.ConsolidationResult
hasLearnings() - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult
hasMatches() - Method in record class com.tnsai.session.SessionSearchResult: Checks if this result has matched turns.
hasMetadata(String) - Method in record class com.tnsai.session.ConversationTurn: Checks if this turn has a specific metadata key.
hasNext() - Method in class com.tnsai.session.replay.SessionReplay
hasObservation() - Method in class com.tnsai.reasoning.react.ReActStep: Returns true if this step includes an observation.
hasPostcondition() - Method in record class com.tnsai.planning.PlanningAction: Checks if this action has a postcondition.
hasPrecondition() - Method in record class com.tnsai.planning.PlanningAction: Checks if this action has a precondition.
hasPrevious() - Method in class com.tnsai.session.replay.SessionReplay: Checks if there is a previous step.
hasRelatedFiles() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Checks if this knowledge has related files.
hasSolution() - Method in record class com.tnsai.reasoning.got.GoTResult
hasSolution() - Method in class com.tnsai.reasoning.ToTResult: Returns true if a solution was found.
hasTag(String) - Static method in interface com.tnsai.planning.Consideration: Creates a tag-based consideration.
hasTag(String) - Method in record class com.tnsai.planning.PlanningAction: Checks if this action has the specified tag.
hasTag(String) - Method in record class com.tnsai.planning.tasklist.TaskItem: Checks if this task has the specified tag.
hasTagFilter() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Checks if this filter has any tag restrictions.
hasTextFilter() - Method in record class com.tnsai.session.SessionQuery: Checks if this query has a text filter.
hasThinking() - Method in class com.tnsai.reasoning.ThinkingResult: Returns true if extended thinking was used.
hasTimeFilter() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Checks if this filter has any time restrictions.
hasTimeout() - Method in class com.tnsai.fsm.State: Returns whether this state has a timeout.
hasTypeFilter() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Checks if this filter has any type restrictions.
hasWarnings() - Method in class com.tnsai.reasoning.VerificationResult: Returns true if there are any warnings.
heuristic() - Static method in interface com.tnsai.reasoning.BranchEvaluator: Creates a simple heuristic evaluator based on thought length and keywords.
HIERARCHICAL - Enum constant in enum class com.tnsai.autoteam.TopologySelector.Formation
HIGHEST_CONFIDENCE - Enum constant in enum class com.tnsai.prompt.aot.AtomSynthesizer.SynthesisStrategy: Select highest confidence result
highlight() - Method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Returns the value of the highlight record component.
highlightCurrentState(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
highlightCurrentState(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.MermaidOptions
highlights() - Method in record class com.tnsai.session.SessionSearchResult: Returns the value of the highlights record component.
history() - Method in record class com.tnsai.refinement.RefinementResult: Returns the value of the history record component.

I

id() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns the value of the id record component.
id() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Returns the value of the id record component.
id() - Method in record class com.tnsai.learning.Feedback: Returns the value of the id record component.
id() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns the value of the id record component.
id() - Method in record class com.tnsai.session.ConversationTurn: Returns the value of the id record component.
id() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the id record component.
id(String) - Method in class com.tnsai.planning.tasklist.TaskItem.Builder
id(String) - Method in class com.tnsai.prompt.aot.Atom.Builder
id(String) - Method in class com.tnsai.reasoning.ThoughtNode.Builder
id(String) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the ID.
Implementation Example - Search tag in interface com.tnsai.context.compaction.ContextCompactor: Section
Implementation Example - Search tag in interface com.tnsai.planning.Planner: Section
IN_PROGRESS - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomStatus
IN_PROGRESS - Enum constant in enum class com.tnsai.refinement.RefinementStatus
IN_PROGRESS - Enum constant in enum class com.tnsai.session.SessionOutcome: Session is still in progress.
includeCornerCases() - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
includeEdgeCases() - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
includeStateDescriptions(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.MermaidOptions
includeTitle(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.MermaidOptions
incoming() - Method in record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Returns the value of the incoming record component.
index() - Method in record class com.tnsai.session.replay.ReplayStep: Returns the value of the index record component.
initial() - Method in class com.tnsai.fsm.State.Builder: Marks this as an initial state.
initial(String) - Static method in class com.tnsai.fsm.State: Creates an initial state with the given name.
initialState(State) - Method in class com.tnsai.fsm.StateMachine.Builder: Sets the initial state explicitly.
inMemory() - Static method in interface com.tnsai.learning.FeedbackStore: Creates an in-memory feedback store.
inMemory() - Static method in interface com.tnsai.planning.tasklist.ProgressMemory: Creates an in-memory progress memory.
inMemory() - Static method in interface com.tnsai.session.extraction.KnowledgeStore: Creates an in-memory knowledge store.
InMemoryDecisionTraceStore - Class in com.tnsai.context.decision.impl: In-memory implementation of DecisionTraceStore for development and testing.
InMemoryDecisionTraceStore() - Constructor for class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
InMemoryEntityResolver - Class in com.tnsai.context.entity.impl: In-memory implementation of EntityResolver for development and testing.
InMemoryEntityResolver() - Constructor for class com.tnsai.context.entity.impl.InMemoryEntityResolver
InMemoryKnowledgeStore - Class in com.tnsai.session.extraction: In-memory implementation of KnowledgeStore.
InMemoryKnowledgeStore() - Constructor for class com.tnsai.session.extraction.InMemoryKnowledgeStore
InMemorySnapshotStore - Class in com.tnsai.context.snapshot.impl: In-memory implementation of SnapshotStore for development and testing.
InMemorySnapshotStore() - Constructor for class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
input(String) - Method in class com.tnsai.prompt.optimizer.TestCase.Builder
Integration with ToolCallFilter - Search tag in class com.tnsai.planning.llm.PlanApprovalGate: Section
internal(State) - Static method in class com.tnsai.fsm.Transition: Creates an internal transition (self-loop).
intervene(String, Map<String, Object>) - Method in class com.tnsai.reasoning.causal.CausalReasoner
INTERVENTION - Enum constant in enum class com.tnsai.reasoning.causal.CausalQueryType: What would happen if we intervene?
invalid(String) - Static method in class com.tnsai.reasoning.VerificationResult: Creates an invalid result with errors.
isAllCompleted() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns true if all tasks completed successfully.
isAllowed() - Method in record class com.tnsai.norms.NormEngine.CheckResult
isAssistantMessage() - Method in record class com.tnsai.session.replay.ReplayStep: Checks if this is an assistant message.
isAutomatic() - Method in class com.tnsai.fsm.Transition: Returns whether this is an automatic transition (no event required).
isComplete() - Method in class com.tnsai.prompt.optimizer.OptimizationSession
isComplete() - Method in class com.tnsai.session.AgentSession: Checks if session is complete.
isConfident(double) - Method in class com.tnsai.reasoning.ConsistencyResult: Returns true if confidence is above the given threshold.
isConfident(float) - Method in class com.tnsai.prompt.aot.AotResult: Returns true if confidence is above threshold.
isEmpty() - Method in record class com.tnsai.planning.llm.LLMPlan: Returns true if the plan has no steps.
isEmpty() - Method in record class com.tnsai.planning.tasklist.TaskList: Returns true if the task list is empty.
isEmpty() - Method in class com.tnsai.session.replay.SessionReplay: Checks if the session is empty.
isEphemeral(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Checks if an action is registered as ephemeral.
isEvaluated() - Method in class com.tnsai.reasoning.got.GoTNode
isEvaluated() - Method in class com.tnsai.reasoning.ThoughtNode: Returns true if this node has been evaluated.
isExecutable() - Method in record class com.tnsai.planning.PlanningAction: Checks if this action is executable (has method reference).
isExpired() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Checks if this knowledge has expired (not valid at the current instant).
isFirst() - Method in record class com.tnsai.session.replay.ReplayStep: Returns the value of the isFirst record component.
isGoalSatisfied(PlanningGoal, Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Checks if a goal is satisfied.
isGoalSatisfied(PlanningGoal, Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
isGoalSatisfied(String) - Method in class com.tnsai.planning.PlanExecutor: Checks if a specific goal is satisfied.
isGoalSatisfied(String, Map<String, Object>) - Method in class com.tnsai.planning.BackwardChainingPlanner
isGoalSatisfied(String, Map<String, Object>) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner
isGoalSatisfied(String, Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Checks if a specific goal is satisfied.
isGoalSatisfied(String, Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
isGoldenDataset() - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
isHighConfidence() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Checks if this knowledge has high confidence (threshold 0.8).
isHighConfidence(double) - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Checks if this knowledge has high confidence.
isInitial() - Method in class com.tnsai.fsm.State: Returns whether this is an initial state.
isInTerminalState() - Method in class com.tnsai.fsm.StateMachine: Returns whether the state machine is in a terminal state.
isInternal() - Method in class com.tnsai.fsm.Transition: Returns whether this is a self-transition (internal).
isLast() - Method in record class com.tnsai.session.replay.ReplayStep: Returns the value of the isLast record component.
isLead() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns whether this agent is designated as a team lead.
isLeaf() - Method in class com.tnsai.reasoning.got.GoTNode
isLeaf() - Method in class com.tnsai.reasoning.ThoughtNode: Returns true if this is a leaf node.
isMergeNode() - Method in class com.tnsai.reasoning.got.GoTNode
isPermanent() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Checks if this knowledge has no expiry date.
isPreconditionSatisfied(PlanningAction, Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Checks if an action's precondition is satisfied.
isPruned() - Method in class com.tnsai.reasoning.ThoughtNode: Returns true if this node has been pruned.
isRequired() - Method in interface com.tnsai.refinement.CriteriaCheck: Returns true if this check is required (vs. nice-to-have).
isRoot() - Method in class com.tnsai.reasoning.got.GoTNode
isRoot() - Method in class com.tnsai.reasoning.ThoughtNode: Returns true if this is the root node.
isRunning() - Method in class com.tnsai.fsm.StateMachine: Returns whether the state machine is running.
isSolved() - Method in class com.tnsai.prompt.aot.Atom
isSuccess() - Method in class com.tnsai.prompt.aot.AotResult
isSuccess() - Method in class com.tnsai.reasoning.react.ReActResult: Returns true if the execution completed successfully with a final answer.
isSuccess() - Method in record class com.tnsai.refinement.RefinementResult
isSuccess() - Method in class com.tnsai.session.AgentSession: Checks if session was successful.
issues(List<ReasoningIssue>) - Method in class com.tnsai.reasoning.VerificationResult.Builder
isTerminal() - Method in class com.tnsai.fsm.State: Returns whether this is a terminal (final) state.
isToolCall() - Method in record class com.tnsai.session.replay.ReplayStep: Checks if this is a tool call.
isToolResult() - Method in record class com.tnsai.session.replay.ReplayStep: Checks if this is a tool result.
isUnanimous() - Method in class com.tnsai.reasoning.ConsistencyResult: Returns true if there was unanimous agreement across all paths.
isUserMessage() - Method in record class com.tnsai.session.replay.ReplayStep: Checks if this is a user message.
isValid() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Checks if this knowledge is valid at the current instant.
isValid() - Method in class com.tnsai.reasoning.VerificationResult: Returns true if the reasoning is valid.
isValid(Instant) - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Checks if this knowledge is valid at a specific instant.
isViolation() - Method in record class com.tnsai.norms.NormEngine.CheckResult
iteration() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Returns the value of the iteration record component.
iterationCount() - Method in record class com.tnsai.refinement.RefinementResult: Returns the value of the iterationCount record component.
IterationRecord(int, String, float, Instant) - Constructor for record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Creates an instance of a IterationRecord record class.
iterations(int) - Method in class com.tnsai.prompt.optimizer.OptimizationResult.Builder

K

keepLast() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Returns the value of the keepLast record component.
keepSummary() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Returns the value of the keepSummary record component.
Key Classes - Search tag in package com.tnsai.norms: Section
Key Classes - Search tag in package com.tnsai.reasoning.react: Section
knowledgeCount() - Method in record class com.tnsai.session.consolidation.ConsolidationResult
knowledgeExtractor(KnowledgeExtractor) - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline.Builder
KnowledgeExtractor - Interface in com.tnsai.session.extraction: Extracts knowledge from agent sessions.
KnowledgeFilter - Record Class in com.tnsai.session.extraction: Filter for searching extracted knowledge.
KnowledgeFilter(Set<ExtractionType>, double, Set<String>, boolean, String, String, Instant, Instant, int) - Constructor for record class com.tnsai.session.extraction.KnowledgeFilter: Creates an instance of a KnowledgeFilter record class.
KnowledgeFilter.Builder - Class in com.tnsai.session.extraction: Builder for KnowledgeFilter.
KnowledgeStats(int, int, int, int, int, int, int, double) - Constructor for record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Creates an instance of a KnowledgeStats record class.
knowledgeStore(KnowledgeStore) - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline.Builder
KnowledgeStore - Interface in com.tnsai.session.extraction: Store for extracted knowledge.
KnowledgeStore.KnowledgeStats - Record Class in com.tnsai.session.extraction: Statistics about stored knowledge.

L

last() - Method in class com.tnsai.session.replay.SessionReplay: Goes to the last step.
lastDays(int) - Method in class com.tnsai.session.SessionQuery.Builder: Filters to last N days.
learn() - Method in class com.tnsai.learning.FeedbackLearner: Analyzes collected feedback and produces learning results.
learning() - Static method in record class com.tnsai.session.extraction.ExtractedKnowledge: Creates a builder for LEARNING type knowledge.
Learning(String, String, Set<String>, Instant) - Constructor for record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Creates an instance of a Learning record class.
LEARNING - Enum constant in enum class com.tnsai.session.extraction.ExtractionType: Lesson learned from the session.
learningCount() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the learningCount record component.
LearningResult(List<String>, List<String>, List<String>, int) - Constructor for record class com.tnsai.learning.FeedbackLearner.LearningResult: Creates an instance of a LearningResult record class.
LearningStrategy - Enum Class in com.tnsai.learning: Strategies for learning from feedback.
lessThan(String, double) - Static method in interface com.tnsai.fsm.Guard: Creates a guard that checks if a numeric value is less than threshold.
liabilitySink(LiabilitySink) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Liability sink every generated agent publishes AgentLiabilityRecords to.
limit() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the limit record component.
limit() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the limit record component.
limit(int) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Sets maximum number of results.
limit(int) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the result limit.
LINEAR - Enum constant in enum class com.tnsai.session.consolidation.ForgettingCurve: Linear decay: score decreases linearly over time.
lintCheck(String) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a lint check.
listBySession(String) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
listBySession(String) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
listBySession(String) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Lists all knowledge by session.
listBySource(String) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
listByType(EntityType) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
listByType(ExtractionType) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
listByType(ExtractionType) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
listByType(ExtractionType) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Lists all knowledge by type.
listRecent(int) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
listRecent(int) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
listRecent(int) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Lists recent knowledge.
listSessionIds() - Method in class com.tnsai.session.FileSessionStore
listSessionIds() - Method in interface com.tnsai.session.SessionStore: Lists all session IDs.
llm(LLMClient) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Sets the LLM client used for task decomposition and prompt generation.
llm(LLMClient) - Method in class com.tnsai.learning.FeedbackLearner.Builder
llm(LLMClient) - Method in class com.tnsai.output.validation.StructuredOutputExecutor.Builder
llm(LLMClient) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine.Builder: Sets the LLM client for replanning.
llm(LLMClient) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner.Builder: Sets the LLM client to use for plan generation.
llm(LLMClient) - Static method in interface com.tnsai.reasoning.BranchEvaluator: Creates an LLM-based evaluator.
llm(LLMClient) - Method in class com.tnsai.reasoning.causal.CausalReasoner.Builder
llm(LLMClient) - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor.Builder
llm(LLMClient) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Sets the LLM client for reasoning.
llm(LLMClient) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets the LLM client to use for reasoning.
llm(LLMClient) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the LLM client for thought generation.
LLM_SYNTHESIS - Enum constant in enum class com.tnsai.prompt.aot.AtomSynthesizer.SynthesisStrategy: Use LLM to synthesize
LLM_SYNTHESIS - Enum constant in enum class com.tnsai.reasoning.Aggregation: Use LLM to synthesize the best answer from all paths.
llmCheck(LLMClient, String, double) - Static method in class com.tnsai.refinement.BuiltInChecks: Use LLM to evaluate quality.
llmCheck(String, double) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds an LLM-based check.
llmClient(LLMClient) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
llmClient(LLMClient) - Method in class com.tnsai.prompt.optimizer.PromptOptimizer.Builder
LLMContextCompactor - Class in com.tnsai.context.compaction: LLM-based context compactor that summarizes old messages.
LLMContextCompactor(LLMClient) - Constructor for class com.tnsai.context.compaction.LLMContextCompactor: Creates a compactor with the given LLM client.
LLMDynamicPlanner - Class in com.tnsai.planning.llm: LLM-powered dynamic planner that uses a language model to decompose natural-language goals into executable step sequences.
LLMDynamicPlanner.Builder - Class in com.tnsai.planning.llm: Builder for LLMDynamicPlanner.
LLMKnowledgeExtractor - Class in com.tnsai.session.extraction: LLM-based knowledge extractor.
LLMKnowledgeExtractor(LLMClient) - Constructor for class com.tnsai.session.extraction.LLMKnowledgeExtractor: Creates an extractor with default settings.
LLMKnowledgeExtractor(LLMClient, double) - Constructor for class com.tnsai.session.extraction.LLMKnowledgeExtractor: Creates an extractor with custom confidence threshold.
LLMOutputParser - Class in com.tnsai.reasoning: Utility for parsing structured content from LLM responses.
LLMPlan - Record Class in com.tnsai.planning.llm: An LLM-generated execution plan.
LLMPlan(String, List<LLMPlanStep>, String) - Constructor for record class com.tnsai.planning.llm.LLMPlan: Creates an instance of a LLMPlan record class.
LLMPlanStep - Record Class in com.tnsai.planning.llm: A single step in an LLM-generated plan.
LLMPlanStep(int, String, String, Map<String, Object>, String) - Constructor for record class com.tnsai.planning.llm.LLMPlanStep: Creates an instance of a LLMPlanStep record class.
load(String) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
load(String) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
load(String) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Loads knowledge by ID.
load(String) - Method in class com.tnsai.session.FileSessionStore
load(String) - Method in interface com.tnsai.session.SessionStore: Loads a session by ID.
loadDirectory(Path) - Method in class com.tnsai.prompt.PromptLoader: Loads all templates from a directory recursively.
loadDirectory(Path) - Method in class com.tnsai.prompt.PromptRegistry: Loads templates from a directory.
loadDirectory(Path, boolean) - Method in class com.tnsai.prompt.PromptRegistry: Loads templates from a directory with optional hot-reload.
loadDirectory(Path, String) - Method in class com.tnsai.prompt.PromptLoader: Loads templates from a directory matching a glob pattern.
loadFromFile(Path) - Method in class com.tnsai.prompt.PromptLoader: Loads a template from a file path.
loadFromResource(String) - Method in class com.tnsai.prompt.PromptLoader: Loads a template from a classpath resource.
loadFromResource(String) - Method in class com.tnsai.prompt.PromptRegistry: Loads templates from a resource path.
loadFromResources(String, String...) - Method in class com.tnsai.prompt.PromptLoader: Loads templates from classpath directory.
logging() - Static method in interface com.tnsai.fsm.StateMachineListener: Creates a simple logging listener.

M

MAJORITY_VOTE - Enum constant in enum class com.tnsai.reasoning.Aggregation: Simple majority vote - the most common answer wins.
mapBeliefsToInput(List<Belief>) - Method in class com.tnsai.context.integration.BDIContextMapper: Maps beliefs to decision input.
mapBeliefsToInput(List<Belief>, String) - Method in class com.tnsai.context.integration.BDIContextMapper: Maps beliefs to decision input with a query.
mapDesiresToGoal(List<Desire>) - Method in class com.tnsai.context.integration.BDIContextMapper: Maps desires to a goal description.
mapDesireToGoal(Desire) - Method in class com.tnsai.context.integration.BDIContextMapper: Maps a single desire to a goal.
mapIntentionToAction(Intention) - Method in class com.tnsai.context.integration.BDIContextMapper: Maps an intention to an action name.
markComplete(String) - Method in class com.tnsai.prompt.optimizer.OptimizationSession: Marks the session as complete.
matchAnyTag() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the matchAnyTag record component.
matchAnyTag(boolean) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Sets tag matching mode.
MatchedTurn(int, ConversationTurn, String, List<SessionSearchResult.MatchPosition>) - Constructor for record class com.tnsai.session.SessionSearchResult.MatchedTurn: Creates an instance of a MatchedTurn record class.
matchedTurns() - Method in record class com.tnsai.session.SessionSearchResult: Returns the value of the matchedTurns record component.
matches(ExtractedKnowledge) - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Tests if knowledge matches this filter.
matchesEvent(Event) - Method in class com.tnsai.fsm.Transition: Checks if this transition matches the given event.
matchesPattern(String) - Static method in class com.tnsai.refinement.BuiltInChecks: Check that output matches a regex pattern.
matchesPattern(String) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a regex pattern check.
MatchPosition(int, int) - Constructor for record class com.tnsai.session.SessionSearchResult.MatchPosition: Creates an instance of a MatchPosition record class.
MAX_DEPTH_EXCEEDED - Enum constant in enum class com.tnsai.planning.PlanningFailureException.Reason: The configured recursion depth was exhausted on an acyclic branch.
MAX_ITERATIONS - Enum constant in enum class com.tnsai.refinement.RefinementStatus
MAX_ITERATIONS - Enum constant in enum class com.tnsai.session.SessionOutcome: Session exceeded maximum iterations.
MAX_STEPS_REACHED - Enum constant in enum class com.tnsai.reasoning.react.ReActStatus: Reached maximum steps without a final answer.
maxAgents(int) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Sets the maximum number of agents to generate.
maxAtoms(int) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
maxConcurrency(int) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets maximum concurrency for parallel execution (default: 5).
maxDepth() - Method in class com.tnsai.planning.BackwardChainingPlanner: Configured recursion budget.
maxDepth() - Method in exception class com.tnsai.planning.PlanningFailureException: Returns the depth budget in force when planning failed.
maxDepth(int) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the maximum exploration depth (default: 5).
maxDepthReached(int) - Method in class com.tnsai.reasoning.ToTResult.Builder
maxIterations(int) - Method in class com.tnsai.prompt.optimizer.PromptOptimizer.Builder
maxIterations(int) - Method in class com.tnsai.refinement.RefinementLoop.Builder
maxIterationsPerTask(int) - Method in class com.tnsai.planning.tasklist.TaskListExecutor.Builder
maxNodes(int) - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor.Builder
maxReplanAttempts(int) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine.Builder: Sets the maximum number of replan attempts (default: 3).
maxRetries(int) - Method in class com.tnsai.output.validation.StructuredOutputExecutor.Builder
maxSteps(int) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Sets the maximum number of reasoning steps (default: 10).
maxSummaryTokens() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the maxSummaryTokens record component.
maxSummaryTokens(int) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
maxTransitions(int) - Method in class com.tnsai.fsm.StateMachine.Builder: Sets the maximum number of transitions allowed.
MCTS - Enum constant in enum class com.tnsai.reasoning.PruningStrategy: Monte Carlo Tree Search - balance exploration vs exploitation.
MemoryConsolidationPipeline - Class in com.tnsai.session.consolidation: Automated memory consolidation pipeline.
MemoryConsolidationPipeline.Builder - Class in com.tnsai.session.consolidation
merge(String, String, List<GoTNode>) - Static method in class com.tnsai.reasoning.got.GoTNode: Creates a merge node from multiple parent nodes.
mergeCount() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns the value of the mergeCount record component.
mergeEntities(List<Entity>, ConflictResolution) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
MermaidOptions() - Constructor for class com.tnsai.fsm.StateMachineVisualizer.MermaidOptions
MESSAGE_COUNT - Enum constant in enum class com.tnsai.session.consolidation.ConsolidationTrigger: Consolidate when message count exceeds threshold.
messageCountThreshold(int) - Method in class com.tnsai.session.consolidation.AutoConsolidationManager.Builder: Message count at which to trigger consolidation.
messageReduction() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the message reduction count.
messages() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the messages record component.
metadata() - Method in record class com.tnsai.learning.Feedback: Returns the value of the metadata record component.
metadata() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns the value of the metadata record component.
metadata() - Method in record class com.tnsai.planning.tasklist.TaskList: Returns the value of the metadata record component.
metadata() - Method in record class com.tnsai.session.ConversationTurn: Returns the value of the metadata record component.
metadata() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the metadata record component.
metadata(PromptSpec) - Method in class com.tnsai.prompt.SimplePromptTemplate.Builder: Sets the metadata.
metadata(String, Object) - Method in class com.tnsai.fsm.State.Builder: Adds metadata.
metadata(String, Object) - Method in class com.tnsai.planning.tasklist.TaskItem.Builder
metadata(Map<String, Object>) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets additional metadata.
method() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the method record component.
method(Method) - Method in class com.tnsai.planning.PlanningAction.Builder
metrics() - Method in record class com.tnsai.refinement.RefinementResult: Returns the value of the metrics record component.
minConfidence() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the minConfidence record component.
minConfidence(double) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Sets minimum confidence threshold.
minConfidence(float) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
minFeedbackForLearning(int) - Method in class com.tnsai.learning.FeedbackLearner.Builder
minKnowledgeConfidence(double) - Method in class com.tnsai.session.consolidation.MemoryConsolidationPipeline.Builder
minLines(int) - Static method in class com.tnsai.refinement.BuiltInChecks: Check minimum line count.
minLines(int) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a minimum line count check.
minMessagesForCompaction() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the minMessagesForCompaction record component.
minMessagesForCompaction(int) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
MODIFIED - Enum constant in enum class com.tnsai.planning.llm.PlanApprovalGate.ApprovalType
modify(List<Integer>, List<Integer>) - Static method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Approve with both removals and reordering.
mustContain(String...) - Static method in class com.tnsai.refinement.BuiltInChecks: Check that output contains required strings.
mustContain(String...) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds required content checks.
mustNotContain(String...) - Static method in class com.tnsai.refinement.BuiltInChecks: Check that output does not contain forbidden strings.
mustNotContain(String...) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds forbidden content checks.

N

name() - Method in record class com.tnsai.fsm.Event: Returns the value of the name record component.
name() - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Returns the value of the name record component.
name() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the name record component.
name() - Method in record class com.tnsai.planning.PlanningGoal: Returns the value of the name record component.
name() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns the value of the name record component.
name() - Method in record class com.tnsai.planning.tasklist.TaskList: Returns the value of the name record component.
negate() - Method in interface com.tnsai.fsm.Guard: Negates this guard.
NEGATIVE - Enum constant in enum class com.tnsai.learning.FeedbackType: User disapproved of the output.
never() - Static method in interface com.tnsai.fsm.Guard: Creates a guard that always returns false.
newOrder() - Method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Returns the value of the newOrder record component.
next() - Method in class com.tnsai.session.replay.SessionReplay
noActionFor(int) - Static method in interface com.tnsai.reasoning.react.StopCondition: Stops when a specific number of consecutive steps have no action.
noCompaction(List<Map<String, Object>>, int) - Static method in record class com.tnsai.context.compaction.CompactionResult: Creates a result indicating no compaction was needed.
nodeShape(String) - Method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
noImprovement(String, float) - Static method in class com.tnsai.prompt.optimizer.OptimizationResult: Creates a result indicating no improvement was found.
NONE - Enum constant in enum class com.tnsai.session.consolidation.ForgettingCurve: No decay - all memories retain full importance.
noop() - Static method in interface com.tnsai.fsm.StateAction: Creates a no-op action.
noop() - Static method in interface com.tnsai.fsm.TransitionAction: Creates a no-op action.
norm() - Method in record class com.tnsai.norms.NormViolation: Returns the value of the norm record component.
NormEngine - Class in com.tnsai.norms: Runtime norm evaluation and enforcement engine.
NormEngine.CheckResult - Record Class in com.tnsai.norms: Result of checking an action against norms.
NormEntry - Record Class in com.tnsai.norms: Runtime representation of a norm extracted from annotations.
NormEntry(NormType, String, String, String, int) - Constructor for record class com.tnsai.norms.NormEntry: Creates an instance of a NormEntry record class.
NormViolation - Record Class in com.tnsai.norms: Represents a violation of a norm.
NormViolation(NormEntry, String, String) - Constructor for record class com.tnsai.norms.NormViolation
NormViolation(NormEntry, String, String, Instant) - Constructor for record class com.tnsai.norms.NormViolation: Creates an instance of a NormViolation record class.
NOT_STARTED - Enum constant in enum class com.tnsai.fsm.StateMachine.Status
notNull(String) - Static method in interface com.tnsai.output.validation.ValidationRule: Field must not be null.
numPaths(int) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets the number of reasoning paths to generate (default: 5).

O

observation(String) - Method in class com.tnsai.reasoning.react.ReActStep.Builder
of(int, ConversationTurn, String) - Static method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Creates a matched turn.
of(int, ConversationTurn, Duration, int) - Static method in record class com.tnsai.session.replay.ReplayStep: Creates a replay step.
of(int, String, String) - Static method in record class com.tnsai.planning.llm.LLMPlanStep: Creates a simple step with just action name and description.
of(int, String, String, Map<String, Object>) - Static method in record class com.tnsai.planning.llm.LLMPlanStep: Creates a step with arguments.
of(NormEntry...) - Static method in class com.tnsai.norms.NormEngine: Creates a NormEngine from explicit norm entries.
of(AgentSession) - Static method in class com.tnsai.session.replay.SessionReplay: Creates a replay for the given session.
of(AgentSession) - Static method in record class com.tnsai.session.SessionSearchResult: Creates a result with just the session.
of(AgentSession, double) - Static method in record class com.tnsai.session.SessionSearchResult: Creates a result with score.
of(String) - Static method in record class com.tnsai.fsm.Event: Creates an event with the given name.
of(String) - Static method in class com.tnsai.fsm.State: Creates a simple state with the given name.
of(String, String) - Static method in record class com.tnsai.planning.llm.CapabilityDescriptor: Creates a simple capability with name and description only.
of(String, String) - Static method in record class com.tnsai.planning.PlanningGoal: Creates a simple goal with defaults.
of(String, String) - Static method in record class com.tnsai.planning.tasklist.TaskItem: Creates a simple task with name and description.
of(String, String) - Static method in class com.tnsai.prompt.SimplePromptTemplate: Creates a simple template with name and content.
of(String, String, Priority) - Static method in record class com.tnsai.planning.PlanningGoal: Creates a goal with priority.
of(String, String, String, String...) - Static method in record class com.tnsai.planning.PlanningAction: Creates a PlanningAction without method reference.
of(String, String, Map<String, String>) - Static method in record class com.tnsai.planning.llm.CapabilityDescriptor: Creates a capability with parameters.
of(String, List<TaskItem>) - Static method in record class com.tnsai.planning.tasklist.TaskList: Creates a simple task list.
of(String, Map<String, Object>) - Static method in record class com.tnsai.fsm.Event: Creates an event with data.
of(List<NormEntry>) - Static method in class com.tnsai.norms.NormEngine: Creates a NormEngine from a list of norm entries.
offset() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the offset record component.
offset(int) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the result offset for pagination.
ofTypes(ExtractionType...) - Static method in record class com.tnsai.session.extraction.KnowledgeFilter: Creates a filter for specific types.
ok() - Static method in record class com.tnsai.output.validation.ValidationResult
on(String) - Method in class com.tnsai.fsm.Transition.EventBuilder: Sets the triggering event.
ON_SESSION_END - Enum constant in enum class com.tnsai.session.consolidation.ConsolidationTrigger: Consolidate when a session ends.
onAllTestsPass() - Static method in interface com.tnsai.refinement.StopHook: Stop when all tests pass.
onCompileSuccess() - Static method in interface com.tnsai.refinement.StopHook: Stop when the output compiles successfully.
onCompleted(StateMachine) - Method in interface com.tnsai.fsm.StateMachineListener: Called when the state machine reaches a terminal state.
onCostExceeds(int) - Static method in interface com.tnsai.refinement.StopHook: Stop if cost (tokens) exceeds budget.
onEntry(StateAction) - Method in class com.tnsai.fsm.State.Builder: Sets the entry action.
onExit(StateAction) - Method in class com.tnsai.fsm.State.Builder: Sets the exit action.
onIteration(Consumer<IterationResult>) - Method in class com.tnsai.refinement.RefinementLoop.Builder
onMessageAdded(AgentSession, int) - Method in class com.tnsai.session.consolidation.AutoConsolidationManager: Called when a message is added to the conversation.
onNoImprovement(int) - Static method in interface com.tnsai.refinement.StopHook: Stop if no improvement for N iterations.
onNoTransition(StateMachine, State, Event) - Method in interface com.tnsai.fsm.StateMachineListener: Called when an event doesn't match any transition.
onScoreAbove(double) - Static method in interface com.tnsai.refinement.StopHook: Stop when score exceeds threshold.
onSessionEnd(AgentSession) - Method in class com.tnsai.session.consolidation.AutoConsolidationManager: Called when a session ends.
onStateEntered(StateMachine, State, Event) - Method in interface com.tnsai.fsm.StateMachineListener: Called when a state is entered.
onStateExited(StateMachine, State, Event) - Method in interface com.tnsai.fsm.StateMachineListener: Called when a state is exited.
onTaskComplete(Consumer<TaskResult>) - Method in class com.tnsai.planning.tasklist.TaskListExecutor.Builder
onTransition(StateMachine, State, State, Event) - Method in interface com.tnsai.fsm.StateMachineListener: Called when a transition occurs.
operations(List<GoTOperation>) - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor.Builder
OptimizationResult - Class in com.tnsai.prompt.optimizer: Result of prompt optimization.
OptimizationResult.Builder - Class in com.tnsai.prompt.optimizer
OptimizationSession - Class in com.tnsai.prompt.optimizer: Tracks progress of a prompt optimization session.
OptimizationSession(String) - Constructor for class com.tnsai.prompt.optimizer.OptimizationSession
OptimizationSession.IterationRecord - Record Class in com.tnsai.prompt.optimizer: Record of a single optimization iteration.
OptimizationSession.StrategyRecord - Record Class in com.tnsai.prompt.optimizer: Record of a strategy application.
optimize(String, List<TestCase>) - Method in class com.tnsai.prompt.optimizer.PromptOptimizer: Optimizes a prompt using test cases.
or(Guard) - Method in interface com.tnsai.fsm.Guard: Combines this guard with another using OR.
originalMessageCount() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the originalMessageCount record component.
originalMessageCount() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns the value of the originalMessageCount record component.
originalPrompt(String) - Method in class com.tnsai.prompt.optimizer.OptimizationResult.Builder
originalQuestion(String) - Method in class com.tnsai.prompt.aot.AotResult.Builder
originalTokens() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the originalTokens record component.
outcome() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the outcome record component.
outcome(SessionOutcome) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the outcome filter.
output() - Method in record class com.tnsai.planning.llm.StepExecutionResult: Returns the value of the output record component.
outputFormat(OutputFormat) - Method in class com.tnsai.output.validation.StructuredOutputExecutor.Builder
outputTokens(int) - Method in class com.tnsai.reasoning.ThinkingResult.Builder

P

parallel(boolean) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Enables or disables parallel execution (default: true).
PARALLEL - Enum constant in enum class com.tnsai.autoteam.TopologySelector.Formation
parallelExecution(boolean) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
parameters() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns the value of the parameters record component.
parameters() - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Returns the value of the parameters record component.
parent(ThoughtNode) - Method in class com.tnsai.reasoning.ThoughtNode.Builder
parse(Path) - Static method in class com.tnsai.planning.tasklist.PRDParser: Parses a PRD file into a TaskList.
parseNumberedList(String) - Static method in class com.tnsai.reasoning.LLMOutputParser: Parses a numbered list from LLM output.
parseNumberedList(String, int) - Static method in class com.tnsai.reasoning.LLMOutputParser: Parses a numbered list, limiting results to the given count.
parseString(String) - Static method in class com.tnsai.planning.tasklist.PRDParser: Parses a PRD JSON string into a TaskList.
parseTemplate(String, String) - Method in class com.tnsai.prompt.PromptLoader: Parses a template from content string.
pathId(int) - Method in class com.tnsai.reasoning.ReasoningPath.Builder
pattern() - Static method in record class com.tnsai.session.extraction.ExtractedKnowledge: Creates a builder for PATTERN type knowledge.
pattern(String, String) - Static method in interface com.tnsai.output.validation.ValidationRule: String field must match a regex pattern.
PATTERN - Enum constant in enum class com.tnsai.session.extraction.ExtractionType: Recurring code or design pattern.
patternCount() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the patternCount record component.
PENDING - Enum constant in enum class com.tnsai.planning.tasklist.TaskStatus
PENDING - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomStatus
persistent() - Method in record class com.tnsai.planning.PlanningGoal: Returns the value of the persistent record component.
pipeline(MemoryConsolidationPipeline) - Method in class com.tnsai.session.consolidation.AutoConsolidationManager.Builder
plan() - Method in record class com.tnsai.autoteam.AutoTeamBuilder.Result: Returns the value of the plan record component.
plan() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns the value of the plan record component.
plan(String) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Generates only the team plan without building agents.
plan(Map<String, Object>) - Method in class com.tnsai.planning.BackwardChainingPlanner
plan(Map<String, Object>) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner
plan(Map<String, Object>) - Method in interface com.tnsai.planning.Planner: Creates a plan to achieve unsatisfied goals.
plan(Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner
plan(Map<String, Object>, boolean) - Method in class com.tnsai.planning.BackwardChainingPlanner
plan(Map<String, Object>, boolean) - Method in interface com.tnsai.planning.Planner: Creates a plan with optional chaining.
plan(Map<String, Object>, boolean) - Method in class com.tnsai.planning.UtilityAIPlanner
PlanApprovalGate - Class in com.tnsai.planning.llm: Plan-level human-in-the-loop approval gate.
PlanApprovalGate.ApprovalDecision - Record Class in com.tnsai.planning.llm: Represents the user's decision after reviewing a plan.
PlanApprovalGate.ApprovalType - Enum Class in com.tnsai.planning.llm: Type of plan approval decision.
PlanApprovalGate.Builder - Class in com.tnsai.planning.llm: Builder for PlanApprovalGate.
PlanApprovalGate.PlanReviewCallback - Interface in com.tnsai.planning.llm: Callback for presenting a plan to the user for review.
PlanExecutionResult - Record Class in com.tnsai.planning.llm: Result of executing an entire LLM-generated plan.
PlanExecutionResult(LLMPlan, List<StepExecutionResult>, boolean, int) - Constructor for record class com.tnsai.planning.llm.PlanExecutionResult: Creates an instance of a PlanExecutionResult record class.
PlanExecutor - Class in com.tnsai.planning: Executes plans generated by a Planner on a role instance.
PlanExecutor(Object) - Constructor for class com.tnsai.planning.PlanExecutor: Creates an executor for a role instance.
PlanExecutor(Object, Planner) - Constructor for class com.tnsai.planning.PlanExecutor: Creates an executor with a custom planner.
planForGoal(String, Map<String, Object>) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner
planForGoalWithChaining(PlanningGoal, Map<String, Object>, int) - Method in class com.tnsai.planning.BackwardChainingPlanner: Plans for a single goal using backward chaining.
planner(LLMDynamicPlanner) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine.Builder: Sets the planner used for initial plan generation.
Planner - Interface in com.tnsai.planning: Service Provider Interface for planning algorithms.
PlannerHandle SPI - Search tag in class com.tnsai.planning.llm.LLMDynamicPlanner: Section
PlanningAction - Record Class in com.tnsai.planning: Runtime representation of a planning action.
PlanningAction(String, String, String, String, Set<String>, Method) - Constructor for record class com.tnsai.planning.PlanningAction: Canonical constructor with defaults for backward compatibility.
PlanningAction(String, String, String, String, Set<String>, Method, int, int, float, Set<String>) - Constructor for record class com.tnsai.planning.PlanningAction: Creates an instance of a PlanningAction record class.
PlanningAction.Builder - Class in com.tnsai.planning: Builder for PlanningAction.
PlanningFailureException - Exception Class in com.tnsai.planning: Typed failure raised when planning cannot produce a plan for an unsatisfied goal, or when a produced plan stops holding while it executes.
PlanningFailureException.Reason - Enum Class in com.tnsai.planning: Why planning ended without a plan.
PlanningGoal - Record Class in com.tnsai.planning: Runtime representation of a planning goal.
PlanningGoal(String, String, Priority, String, boolean, int) - Constructor for record class com.tnsai.planning.PlanningGoal: Creates an instance of a PlanningGoal record class.
Planning Process - Search tag in class com.tnsai.planning.llm.LLMDynamicPlanner: Section
Planning Process - Search tag in interface com.tnsai.planning.Planner: Section
positions() - Method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Returns the value of the positions record component.
POSITIVE - Enum constant in enum class com.tnsai.learning.FeedbackType: User approved the output.
postcondition() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the postcondition record component.
postcondition(String) - Method in class com.tnsai.planning.PlanningAction.Builder
PRD Format - Search tag in class com.tnsai.planning.tasklist.PRDParser: Section
PRDParser - Class in com.tnsai.planning.tasklist: Parser for PRD (Product Requirements Document) JSON files.
precondition() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the precondition record component.
precondition() - Method in exception class com.tnsai.planning.PlanningFailureException: Returns the precondition the failure concerns: the one being searched when the failure occurred, or — for PlanningFailureException.Reason.PRECONDITION_STALE — the clause that no longer held.
precondition(String) - Method in class com.tnsai.planning.PlanningAction.Builder
PRECONDITION_STALE - Enum constant in enum class com.tnsai.planning.PlanningFailureException.Reason: A planned step's precondition no longer held against freshly extracted state when execution reached it, so it was not executed.
preconditionSatisfied() - Static method in interface com.tnsai.planning.Consideration: Creates a precondition satisfaction consideration.
preference(String) - Static method in record class com.tnsai.learning.Feedback
PREFERENCE - Enum constant in enum class com.tnsai.learning.FeedbackType: User expressed a preference for future behavior.
PREFERENCE_LEARNING - Enum constant in enum class com.tnsai.learning.LearningStrategy: Learn user preferences for output style, tone, etc.
preferences() - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult: Returns the value of the preferences record component.
preserveLastN() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the preserveLastN record component.
preserveLastN(int) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
preserveSystemPrompt() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the preserveSystemPrompt record component.
preserveSystemPrompt(boolean) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
previous() - Method in class com.tnsai.session.replay.SessionReplay: Goes to the previous step.
principalProvider(AgentPrincipalProvider) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Identity provider that mints an AgentPrincipal for each generated agent.
priority() - Method in record class com.tnsai.norms.NormEntry: Returns the value of the priority record component.
priority() - Method in record class com.tnsai.planning.PlanningGoal: Returns the value of the priority record component.
priority() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns the value of the priority record component.
priority(int) - Method in class com.tnsai.fsm.Transition.Builder: Sets the priority (higher = more preferred).
priority(int) - Method in class com.tnsai.prompt.aot.Atom.Builder
priority(Priority) - Method in class com.tnsai.planning.tasklist.TaskItem.Builder
problem() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the problem record component.
problem(String) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the problem (for SOLUTION and ANTIPATTERN types).
process(String) - Method in class com.tnsai.prompt.aot.AotProcessor: Processes a question using Atom of Thought reasoning.
Process - Search tag in class com.tnsai.autoteam.TaskDecomposer: Section
processForced(String) - Method in class com.tnsai.prompt.aot.AotProcessor: Forces AoT processing regardless of complexity.
progressMemory(ProgressMemory) - Method in class com.tnsai.planning.tasklist.TaskListExecutor.Builder
ProgressMemory - Interface in com.tnsai.planning.tasklist: Persistent learning store for cross-task knowledge transfer.
ProgressMemory.Learning - Record Class in com.tnsai.planning.tasklist: A recorded learning from task execution.
project(String) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters by project path.
project(String) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the project path filter.
projectPath() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the projectPath record component.
projectPath() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the projectPath record component.
prompt() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Returns the value of the prompt record component.
prompt(String) - Method in class com.tnsai.prompt.aot.Atom.Builder
PROMPT_ADJUSTMENT - Enum constant in enum class com.tnsai.learning.LearningStrategy: Adjust system prompt based on feedback patterns.
promptAdjustments() - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult: Returns the value of the promptAdjustments record component.
PromptEvaluator - Interface in com.tnsai.prompt.optimizer: Evaluates prompt responses against expected outputs.
PromptLoader - Class in com.tnsai.prompt: Loads prompt templates from files and resources.
PromptLoader() - Constructor for class com.tnsai.prompt.PromptLoader
PromptOptimizer - Class in com.tnsai.prompt.optimizer: Automated prompt optimization framework.
PromptOptimizer.Builder - Class in com.tnsai.prompt.optimizer
PromptRegistry - Class in com.tnsai.prompt: Central registry for prompt templates with hot-reload support.
PromptRegistry() - Constructor for class com.tnsai.prompt.PromptRegistry: Creates a new registry.
prune() - Method in class com.tnsai.reasoning.ThoughtNode: Marks this node as pruned.
pruneAll() - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Prunes all ephemeral actions.
prunedNodes(int) - Method in class com.tnsai.reasoning.ToTResult.Builder
pruneResults(String) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Prunes old results for an action.
pruneThreshold(double) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the score threshold for pruning (default: 0.3).
pruning(PruningStrategy) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the pruning strategy (default: BEAM_SEARCH).
PruningStrategy - Enum Class in com.tnsai.reasoning: Pruning strategies for Tree of Thoughts exploration.

Q

queryType() - Method in record class com.tnsai.reasoning.causal.CausalResult: Returns the value of the queryType record component.
Quick Start - Search tag in package com.tnsai.context.compaction: Section
Quick Start - Search tag in package com.tnsai.context.ephemeral: Section
Quick Start - Search tag in package com.tnsai.planning: Section
Quick Start - Search tag in package com.tnsai.planning.tasklist: Section
Quick Start - Search tag in package com.tnsai.session: Section

R

range(String, double, double) - Static method in interface com.tnsai.output.validation.ValidationRule: Numeric field must be within range.
ReActExecutor - Class in com.tnsai.reasoning.react: ReAct (Reason + Act + Observe) executor for agentic reasoning.
ReActExecutor.Builder - Class in com.tnsai.reasoning.react: Builder for ReActExecutor.
ReActResult - Class in com.tnsai.reasoning.react: Result of a ReAct (Reason + Act + Observe) execution.
ReActResult.Builder - Class in com.tnsai.reasoning.react
ReActStatus - Enum Class in com.tnsai.reasoning.react: Status of a ReAct execution.
ReActStep - Class in com.tnsai.reasoning.react: Represents a single step in a ReAct (Reason + Act + Observe) loop.
ReActStep.Builder - Class in com.tnsai.reasoning.react
reason() - Method in record class com.tnsai.norms.NormViolation: Returns the value of the reason record component.
reason() - Method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Returns the value of the reason record component.
reason() - Method in exception class com.tnsai.planning.PlanningFailureException: Returns why planning ended without a plan.
reason(String) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor: Executes self-consistency reasoning on the given question.
reasoning() - Method in record class com.tnsai.autoteam.TeamPlan: Returns the value of the reasoning record component.
reasoning() - Method in record class com.tnsai.planning.llm.LLMPlan: Returns the value of the reasoning record component.
reasoning() - Method in record class com.tnsai.planning.llm.LLMPlanStep: Returns the value of the reasoning record component.
reasoning() - Method in record class com.tnsai.reasoning.causal.CausalResult: Returns the value of the reasoning record component.
reasoning(String) - Method in class com.tnsai.prompt.aot.AotResult.Builder
REASONING - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomType: Core reasoning/logic atom
reasoningChain(String) - Method in class com.tnsai.reasoning.ReasoningPath.Builder
reasoningModel(LLMClient) - Method in class com.tnsai.reasoning.ReasoningRouter.Builder: Sets the reasoning-specialized model (e.g., o1, DeepSeek-R1).
ReasoningPath - Class in com.tnsai.reasoning: Represents a single reasoning path in self-consistency or tree-of-thoughts execution.
ReasoningPath.Builder - Class in com.tnsai.reasoning: Builder for ReasoningPath.
ReasoningRouter - Class in com.tnsai.reasoning: Routes queries to reasoning-specialized models based on task complexity.
ReasoningRouter.Builder - Class in com.tnsai.reasoning: Builder for ReasoningRouter.
ReasoningVerifier - Class in com.tnsai.reasoning: Verifies reasoning chains for logical consistency and factual accuracy.
ReasoningVerifier(LLMClient) - Constructor for class com.tnsai.reasoning.ReasoningVerifier: Creates a new ReasoningVerifier with the given LLM client.
ReasoningVerifier(LLMClient, boolean) - Constructor for class com.tnsai.reasoning.ReasoningVerifier: Creates a new ReasoningVerifier with auto-correction option.
recent(int) - Static method in record class com.tnsai.session.SessionQuery: Creates a query for recent sessions.
recordedAt() - Method in record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Returns the value of the recordedAt record component.
recordFeedback(Feedback) - Method in class com.tnsai.learning.FeedbackLearner: Records feedback.
recordIteration(int, String, float) - Method in class com.tnsai.prompt.optimizer.OptimizationSession: Records an iteration result.
recordLearning(String, String, Set<String>) - Method in interface com.tnsai.planning.tasklist.ProgressMemory: Records a learning from a completed task.
recordStrategy(PromptStrategy, float) - Method in class com.tnsai.prompt.optimizer.OptimizationSession: Records a successful strategy application.
Reference - Search tag in class com.tnsai.prompt.aot.AotProcessor: Section
Reference - Search tag in class com.tnsai.prompt.optimizer.PromptOptimizer: Section
REFINE - Enum constant in enum class com.tnsai.reasoning.got.GoTOperation: Refine an existing thought to improve quality.
RefinementLoop - Class in com.tnsai.refinement: Iterative refinement loop for persistent output improvement.
RefinementLoop.Builder - Class in com.tnsai.refinement: Builder for RefinementLoop.
RefinementResult - Record Class in com.tnsai.refinement: Result of a refinement loop execution.
RefinementResult(String, int, List<IterationResult>, RefinementStatus, Duration, Map<String, Object>) - Constructor for record class com.tnsai.refinement.RefinementResult: Creates an instance of a RefinementResult record class.
RefinementStatus - Enum Class in com.tnsai.refinement: Status of refinement completion.
refresh() - Method in class com.tnsai.learning.AdaptivePromptEnricher: Forces a re-learning cycle, bypassing the feedback count cache.
refuseProtectedSteps(Object, List<PlanningAction>) - Static method in class com.tnsai.planning.PlanExecutor: Refuses planned actions that declare an execution policy or @Security.
REGEX - Enum constant in enum class com.tnsai.session.SessionQuery.SearchMode: Regular expression
register(PromptTemplate) - Method in class com.tnsai.prompt.PromptRegistry: Registers a template.
registerAction(String, int) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Registers an action as ephemeral with the specified keepLast count.
registerAction(String, EphemeralContextManager.EphemeralConfig) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Registers an action as ephemeral with full config.
registerAll(PromptTemplate...) - Method in class com.tnsai.prompt.PromptRegistry: Registers multiple templates.
registerAll(Map<String, PromptTemplate>) - Method in class com.tnsai.prompt.PromptRegistry: Registers multiple templates from a map.
registerFromMethod(Method) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Registers an action from its method annotation.
registerSource(EntitySource) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
reject(String) - Static method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Reject the plan with a reason.
REJECTED - Enum constant in enum class com.tnsai.planning.llm.PlanApprovalGate.ApprovalType
relatedFiles() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the relatedFiles record component.
relatedFiles(List<String>) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the related files.
remainingFrom(int) - Method in record class com.tnsai.planning.llm.LLMPlan: Creates a new plan with only the remaining steps starting from the given index.
remove(String) - Method in class com.tnsai.fsm.StateMachineContext: Removes a value from the context.
remove(String) - Method in class com.tnsai.prompt.PromptRegistry: Removes a template.
removedSteps() - Method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Returns the value of the removedSteps record component.
removeListener(StateMachineListener) - Method in class com.tnsai.fsm.StateMachine: Removes a listener.
removeReloadListener(Consumer<PromptTemplate>) - Method in class com.tnsai.prompt.PromptRegistry: Removes a reload listener.
removeSteps(List<Integer>) - Static method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Approve with step removals.
removeVariable(String) - Method in class com.tnsai.context.integration.AgentContextManager
render(String, Map<String, Object>) - Method in class com.tnsai.prompt.SimpleTemplateEngine
render(Map<String, Object>) - Method in class com.tnsai.prompt.SimplePromptTemplate
reorder(List<Integer>) - Static method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Approve with reordering.
replanCount() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns the value of the replanCount record component.
Replanning Process - Search tag in class com.tnsai.planning.llm.AdaptiveReplanEngine: Section
ReplayStats(int, int, int, int, int, Duration) - Constructor for record class com.tnsai.session.replay.SessionReplay.ReplayStats: Creates an instance of a ReplayStats record class.
ReplayStep - Record Class in com.tnsai.session.replay: Represents a single step in a session replay.
ReplayStep(int, ConversationTurn, String, Duration, boolean, boolean) - Constructor for record class com.tnsai.session.replay.ReplayStep: Creates an instance of a ReplayStep record class.
replayUntil(Predicate<ReplayStep>) - Method in class com.tnsai.session.replay.SessionReplay: Replays until a condition is met.
requireDiversity() - Method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
Research Reference - Search tag in class com.tnsai.reasoning.SelfConsistencyExecutor: Section
Research Reference - Search tag in class com.tnsai.reasoning.TreeOfThoughtsExecutor: Section
Research Reference - Search tag in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor: Section
Research Reference - Search tag in class com.tnsai.reasoning.react.ReActExecutor: Section
Research Reference - Search tag in package com.tnsai.reasoning.react: Section
Research References - Search tag in package com.tnsai.reasoning: Section
reset() - Method in class com.tnsai.fsm.StateMachine: Resets the state machine.
reset() - Method in class com.tnsai.session.replay.SessionReplay: Resets the replay to the beginning.
resolve(String) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
resolveByAttributes(Map<String, Object>) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
Response Curves - Search tag in interface com.tnsai.planning.Consideration: Section
restore(String, String, Instant, Instant, String, List<ConversationTurn>, Map<String, Object>, List<String>, SessionOutcome) - Static method in class com.tnsai.session.AgentSession: Restores a session from saved data.
result() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Returns the value of the result record component.
Result(AgentGroup, TeamPlan, List<Agent>) - Constructor for record class com.tnsai.autoteam.AutoTeamBuilder.Result: Creates a validated Result.
results() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns the value of the results record component.
RETRIEVAL - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomType: Data retrieval or lookup atom
review(LLMPlan) - Method in interface com.tnsai.planning.llm.PlanApprovalGate.PlanReviewCallback: Reviews a plan and returns an approval decision.
review(LLMPlan) - Method in class com.tnsai.planning.llm.PlanApprovalGate: Reviews a plan through the approval gate.
reviewCallback(PlanApprovalGate.PlanReviewCallback) - Method in class com.tnsai.planning.llm.PlanApprovalGate.Builder: Sets the callback for plan review.
role() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns the value of the role record component.
role() - Method in record class com.tnsai.session.ConversationTurn: Returns the value of the role record component.
root() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns the value of the root record component.
root(ThoughtNode) - Method in class com.tnsai.reasoning.ToTResult.Builder
root(String) - Static method in class com.tnsai.reasoning.got.GoTNode
root(String) - Static method in class com.tnsai.reasoning.ThoughtNode: Creates a root node.
rules(List<ValidationRule>) - Method in class com.tnsai.output.validation.StructuredOutputExecutor.Builder
RUNNING - Enum constant in enum class com.tnsai.fsm.StateMachine.Status

S

save(DecisionTrace) - Method in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore
save(DecisionTrace) - Method in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore
save(ContextSnapshot) - Method in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore
save(ContextSnapshot) - Method in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore
save(Feedback) - Method in interface com.tnsai.learning.FeedbackStore
save(AgentSession) - Method in class com.tnsai.session.FileSessionStore
save(AgentSession) - Method in interface com.tnsai.session.SessionStore: Saves a session.
save(ExtractedKnowledge) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
save(ExtractedKnowledge) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
save(ExtractedKnowledge) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Saves knowledge to the store.
saveAll(List<ExtractedKnowledge>) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Saves multiple knowledge items.
saveIntermediateResults(boolean) - Method in class com.tnsai.refinement.RefinementLoop.Builder
score() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Returns the value of the score record component.
score() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.StrategyRecord: Returns the value of the score record component.
score() - Method in record class com.tnsai.session.SessionSearchResult: Returns the value of the score record component.
score(double) - Method in class com.tnsai.reasoning.ThoughtNode.Builder
score(float) - Method in class com.tnsai.prompt.optimizer.OptimizationResult.Builder
SCORE - Enum constant in enum class com.tnsai.reasoning.got.GoTOperation: Score/evaluate a thought's quality.
search(SessionQuery) - Method in class com.tnsai.session.SearchableFileSessionStore
search(SessionQuery) - Method in interface com.tnsai.session.SearchableSessionStore: Searches sessions with a query.
search(String) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Searches knowledge by text query.
search(String) - Method in interface com.tnsai.session.SearchableSessionStore: Searches sessions with a simple text query.
search(String, KnowledgeFilter) - Method in class com.tnsai.session.extraction.FileKnowledgeStore
search(String, KnowledgeFilter) - Method in class com.tnsai.session.extraction.InMemoryKnowledgeStore
search(String, KnowledgeFilter) - Method in interface com.tnsai.session.extraction.KnowledgeStore: Searches knowledge with filter.
SEARCH_BUDGET_EXCEEDED - Enum constant in enum class com.tnsai.planning.PlanningFailureException.Reason: The bounded search expansion budget was exhausted.
SearchableFileSessionStore - Class in com.tnsai.session: File-based session store with search capabilities.
SearchableFileSessionStore(String) - Constructor for class com.tnsai.session.SearchableFileSessionStore: Creates a searchable file session store.
SearchableSessionStore - Interface in com.tnsai.session: Extended session store with search capabilities.
SearchableSessionStore.SessionStats - Record Class in com.tnsai.session: Session statistics.
searchByAttribute(String, Object) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
searchMode() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the searchMode record component.
searchMode(SessionQuery.SearchMode) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the search mode.
select(TeamPlan) - Static method in class com.tnsai.autoteam.TopologySelector: Selects the optimal formation for the given team plan.
selectBestAction(Map<String, Object>) - Method in class com.tnsai.planning.UtilityAIPlanner: Selects the action with highest utility score.
selectModel(String) - Method in class com.tnsai.reasoning.ReasoningRouter: Determines which model to use for the query.
SelfConsistencyExecutor - Class in com.tnsai.reasoning: Self-Consistency reasoning executor.
SelfConsistencyExecutor.Builder - Class in com.tnsai.reasoning: Builder for SelfConsistencyExecutor.
SEQUENTIAL - Enum constant in enum class com.tnsai.autoteam.TopologySelector.Formation
session() - Method in record class com.tnsai.session.SessionSearchResult: Returns the value of the session record component.
session(OptimizationSession) - Method in class com.tnsai.prompt.optimizer.OptimizationResult.Builder
session(String) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters by session ID.
sessionCount() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the sessionCount record component.
sessionId() - Method in record class com.tnsai.learning.Feedback: Returns the value of the sessionId record component.
sessionId() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns the value of the sessionId record component.
sessionId() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the sessionId record component.
sessionId() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the sessionId record component.
sessionId(String) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the session ID.
SessionOutcome - Enum Class in com.tnsai.session: Outcome of an agent session.
SessionQuery - Record Class in com.tnsai.session: Query builder for searching sessions.
SessionQuery(String, String, String, List<String>, SessionOutcome, LocalDate, LocalDate, int, int, boolean, SessionQuery.SearchMode) - Constructor for record class com.tnsai.session.SessionQuery: Creates an instance of a SessionQuery record class.
SessionQuery.Builder - Class in com.tnsai.session: Builder for SessionQuery.
SessionQuery.SearchMode - Enum Class in com.tnsai.session: Search mode for text queries.
SessionReplay - Class in com.tnsai.session.replay: Provides replay functionality for agent sessions.
SessionReplay.ReplayStats - Record Class in com.tnsai.session.replay: Statistics about a session replay.
SessionSearchResult - Record Class in com.tnsai.session: Result of a session search operation.
SessionSearchResult(AgentSession, double, List<SessionSearchResult.MatchedTurn>, List<String>) - Constructor for record class com.tnsai.session.SessionSearchResult: Creates an instance of a SessionSearchResult record class.
SessionSearchResult.MatchedTurn - Record Class in com.tnsai.session: A matched turn within a session.
SessionSearchResult.MatchPosition - Record Class in com.tnsai.session: Position of a match within content.
SessionStats(int, int, int, long, double, List<String>, List<String>) - Constructor for record class com.tnsai.session.SearchableSessionStore.SessionStats: Creates an instance of a SessionStats record class.
SessionStore - Interface in com.tnsai.session: Interface for storing and retrieving agent sessions.
set(String, Object) - Method in class com.tnsai.fsm.StateMachineContext: Sets a value in the context.
setConfidence(float) - Method in class com.tnsai.prompt.aot.Atom
setConsecutiveNoActionCount(int) - Method in class com.tnsai.reasoning.react.StopCondition.StopContext
setError(String) - Method in class com.tnsai.fsm.StateMachineContext: Sets an error message.
setFinalAnswer(String) - Method in class com.tnsai.reasoning.ThoughtNode: Sets the final answer for this leaf node.
setResult(Object) - Method in class com.tnsai.fsm.StateMachineContext: Sets the result.
setScore(double) - Method in class com.tnsai.reasoning.got.GoTNode
setScore(double) - Method in class com.tnsai.reasoning.ThoughtNode: Sets the evaluation score.
setSolution(String) - Method in class com.tnsai.prompt.aot.Atom
setStatus(Atom.AtomStatus) - Method in class com.tnsai.prompt.aot.Atom
setVariable(String, Object) - Method in class com.tnsai.context.integration.AgentContextManager
shellCommand(String) - Static method in class com.tnsai.refinement.BuiltInChecks: Run a shell command and check exit code.
shouldCompact(int, int, CompactionConfig) - Method in interface com.tnsai.context.compaction.ContextCompactor: Checks if compaction is needed based on current token count.
shouldCompact(int, int, CompactionConfig) - Method in class com.tnsai.context.compaction.TwoPhaseCompactor: Two-phase shouldCompact: checks threshold and delegates to phase 1 first.
shouldStop(ReActStep, StopCondition.StopContext) - Method in interface com.tnsai.reasoning.react.StopCondition: Evaluates whether the loop should stop.
shouldStop(IterationResult) - Method in interface com.tnsai.refinement.StopHook: Evaluates whether the loop should stop.
showAutoTransitions(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
showAutoTransitions(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.MermaidOptions
showGuards(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.DotOptions
showGuards(boolean) - Method in class com.tnsai.fsm.StateMachineVisualizer.MermaidOptions
shutdown() - Method in class com.tnsai.prompt.aot.AotProcessor: Shuts down resources.
shutdown() - Method in class com.tnsai.prompt.aot.AtomSolver: Shuts down the executor.
simple() - Static method in class com.tnsai.prompt.optimizer.SyntheticDataGenerator.GenerationSpec
SimplePromptTemplate - Class in com.tnsai.prompt: Simple prompt template implementation using the SimpleTemplateEngine.
SimplePromptTemplate.Builder - Class in com.tnsai.prompt: Builder for SimplePromptTemplate.
SimpleTemplateEngine - Class in com.tnsai.prompt: Simple template engine with {{variable}} syntax.
SimpleTemplateEngine() - Constructor for class com.tnsai.prompt.SimpleTemplateEngine
singleAtom(String) - Static method in class com.tnsai.prompt.aot.AtomGenerator: Creates a simple single-atom decomposition for trivial problems.
size() - Method in record class com.tnsai.planning.llm.LLMPlan: Returns the number of steps in this plan.
size() - Method in interface com.tnsai.planning.tasklist.ProgressMemory: Returns the number of stored learnings.
size() - Method in record class com.tnsai.planning.tasklist.TaskList: Returns the number of tasks.
size() - Method in class com.tnsai.prompt.PromptRegistry: Gets the number of registered templates.
size() - Method in class com.tnsai.session.replay.SessionReplay: Gets the total number of steps.
SKIPPED - Enum constant in enum class com.tnsai.planning.tasklist.TaskStatus
SKIPPED - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomStatus
solution() - Static method in record class com.tnsai.session.extraction.ExtractedKnowledge: Creates a builder for SOLUTION type knowledge.
SOLUTION - Enum constant in enum class com.tnsai.session.extraction.ExtractionType: Problem-solution pair.
solutionCount() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the solutionCount record component.
solve(List<Atom>) - Method in class com.tnsai.prompt.aot.AtomSolver: Solves all atoms respecting dependencies.
SOLVED - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomStatus
solver(AtomSolver) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
solveSingle(Atom) - Method in class com.tnsai.prompt.aot.AtomSolver: Solves a single atom without dependencies.
source() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns the value of the source record component.
SPI Registration - Search tag in interface com.tnsai.planning.Planner: Section
standardModel(LLMClient) - Method in class com.tnsai.reasoning.ReasoningRouter.Builder: Sets the standard model for simple queries.
start() - Method in class com.tnsai.fsm.StateMachine: Starts the state machine.
start() - Method in record class com.tnsai.session.SessionSearchResult.MatchPosition: Returns the value of the start record component.
start(StateMachineContext) - Method in class com.tnsai.fsm.StateMachine: Starts the state machine with the given context.
start(String, String) - Static method in class com.tnsai.session.AgentSession: Starts a new session.
start(String, String, String) - Static method in class com.tnsai.session.AgentSession: Starts a new session with custom ID.
startConversation() - Method in class com.tnsai.context.integration.AgentContextManager
startConversation(String) - Method in class com.tnsai.context.integration.AgentContextManager
startDate() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the startDate record component.
state(State) - Method in class com.tnsai.fsm.StateMachine.Builder: Adds a state.
State - Class in com.tnsai.fsm: Represents a state in a Finite State Machine.
State.Builder - Class in com.tnsai.fsm: Builder for State.
StateAction - Interface in com.tnsai.fsm: Functional interface for state entry/exit actions.
StateMachine - Class in com.tnsai.fsm: A Finite State Machine implementation for bounded agent autonomy.
StateMachine.Builder - Class in com.tnsai.fsm: Builder for StateMachine.
StateMachine.Status - Enum Class in com.tnsai.fsm: State machine status.
StateMachineContext - Class in com.tnsai.fsm: Context object passed to state actions and guards.
StateMachineContext() - Constructor for class com.tnsai.fsm.StateMachineContext: Creates a new context.
StateMachineContext(Map<String, Object>) - Constructor for class com.tnsai.fsm.StateMachineContext: Creates a context with initial data.
StateMachineContext.StateTransitionRecord - Record Class in com.tnsai.fsm: Record of a state transition.
StateMachineException - Exception Class in com.tnsai.fsm: Exception thrown when state machine operations fail.
StateMachineException(String) - Constructor for exception class com.tnsai.fsm.StateMachineException: Creates exception with message.
StateMachineException(String, Throwable) - Constructor for exception class com.tnsai.fsm.StateMachineException: Creates exception with message and cause.
StateMachineListener - Interface in com.tnsai.fsm: Listener interface for state machine events.
StateMachineVisualizer - Class in com.tnsai.fsm: Generates visual representations of state machines.
StateMachineVisualizer.DotOptions - Class in com.tnsai.fsm: Options for Graphviz DOT generation.
StateMachineVisualizer.MermaidOptions - Class in com.tnsai.fsm: Options for Mermaid diagram generation.
states(State...) - Method in class com.tnsai.fsm.StateMachine.Builder: Adds multiple states.
StateTransitionRecord(String, String, String, long) - Constructor for record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Creates an instance of a StateTransitionRecord record class.
status() - Method in record class com.tnsai.refinement.RefinementResult: Returns the value of the status record component.
status(ReActStatus) - Method in class com.tnsai.reasoning.react.ReActResult.Builder
StepExecutionResult - Record Class in com.tnsai.planning.llm: Result of executing a single plan step.
StepExecutionResult(boolean, String, String) - Constructor for record class com.tnsai.planning.llm.StepExecutionResult: Creates an instance of a StepExecutionResult record class.
stepExecutor(StepExecutor) - Method in class com.tnsai.planning.llm.AdaptiveReplanEngine.Builder: Sets the step executor that provides execution logic.
StepExecutor - Interface in com.tnsai.planning.llm: Functional interface for executing a single plan step.
stepIndex() - Method in record class com.tnsai.planning.llm.LLMPlanStep: Returns the value of the stepIndex record component.
stepNumber(int) - Method in class com.tnsai.reasoning.react.ReActStep.Builder
stepResults() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns the value of the stepResults record component.
steps() - Method in record class com.tnsai.planning.llm.LLMPlan: Returns the value of the steps record component.
steps(List<ReActStep>) - Method in class com.tnsai.reasoning.react.ReActResult.Builder
stopCondition(StopCondition) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Sets the stop condition for early termination.
StopCondition - Interface in com.tnsai.reasoning.react: Determines when a ReAct loop should stop.
StopCondition.StopContext - Class in com.tnsai.reasoning.react: Mutable context for stop conditions that need to track state across steps.
StopContext() - Constructor for class com.tnsai.reasoning.react.StopCondition.StopContext
stopHook(StopHook) - Method in class com.tnsai.refinement.RefinementLoop.Builder
StopHook - Interface in com.tnsai.refinement: Stop hooks for controlling when the refinement loop should terminate.
stopOnFirstFailure(boolean) - Method in class com.tnsai.planning.tasklist.TaskListExecutor.Builder
STOPPED - Enum constant in enum class com.tnsai.reasoning.react.ReActStatus: Stopped by a stop condition.
STOPPED - Enum constant in enum class com.tnsai.refinement.RefinementStatus
stopWatching() - Method in class com.tnsai.prompt.PromptRegistry: Stops watching directories and releases resources.
Storage Format - Search tag in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore: Section
Storage Format - Search tag in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore: Section
Storage Structure - Search tag in package com.tnsai.session: Section
store(Entity) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
store(Entity, String) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
strategies(List<LearningStrategy>) - Method in class com.tnsai.learning.FeedbackLearner.Builder
strategy() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.StrategyRecord: Returns the value of the strategy record component.
StrategyRecord(PromptStrategy, float, Instant) - Constructor for record class com.tnsai.prompt.optimizer.OptimizationSession.StrategyRecord: Creates an instance of a StrategyRecord record class.
stream() - Method in class com.tnsai.session.replay.SessionReplay: Returns a stream of all steps.
streamChat(String, Optional<String>, Optional<List<Map<String, Object>>>, Optional<List<Map<String, Object>>>) - Method in class com.tnsai.reasoning.ReasoningRouter
STRUCTURED - Enum constant in enum class com.tnsai.reasoning.react.ThoughtFormat: Structured format with explicit Thought/Action/Action Input/Observation labels.
StructuredOutputExecutor<T> - Class in com.tnsai.output.validation: Ensures LLM outputs conform to expected schema with automatic retry.
StructuredOutputExecutor.Builder<T> - Class in com.tnsai.output.validation
StructuredOutputExecutor.StructuredOutputResult<T> - Record Class in com.tnsai.output.validation: Result of a structured output generation attempt.
StructuredOutputResult(boolean, T, List<String>, int) - Constructor for record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Creates an instance of a StructuredOutputResult record class.
success() - Method in record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Returns the value of the success record component.
success() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns the value of the success record component.
success() - Method in record class com.tnsai.planning.llm.StepExecutionResult: Returns the value of the success record component.
success() - Method in class com.tnsai.session.AgentSession: Marks the session as successful.
success(boolean) - Method in class com.tnsai.prompt.aot.AotResult.Builder
success(String) - Static method in record class com.tnsai.planning.llm.StepExecutionResult: Creates a successful result.
success(List<Map<String, Object>>, int, int, int, int, String) - Static method in record class com.tnsai.context.compaction.CompactionResult: Creates a result for successful compaction.
SUCCESS - Enum constant in enum class com.tnsai.reasoning.react.ReActStatus: Completed successfully with a final answer.
SUCCESS - Enum constant in enum class com.tnsai.refinement.RefinementStatus
SUCCESS - Enum constant in enum class com.tnsai.session.SessionOutcome: Session completed successfully.
successfulSessions() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns the value of the successfulSessions record component.
suggestedFormation() - Method in record class com.tnsai.autoteam.TeamPlan: Returns the value of the suggestedFormation record component.
suggestions(List<String>) - Method in class com.tnsai.reasoning.VerificationResult.Builder
suggestStrategies(String) - Method in class com.tnsai.prompt.optimizer.PromptOptimizer: Suggests strategies based on task analysis.
summarize() - Method in class com.tnsai.session.replay.SessionReplay: Generates a text summary of the session.
summarizedMessageCount() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the summarizedMessageCount record component.
summarizeRecentDecisions(int) - Method in class com.tnsai.context.integration.AgentContextManager
summarizerModel() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the summarizerModel record component.
summarizerModel(String) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
summary() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the value of the summary record component.
summary() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns the value of the summary record component.
summary() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the summary record component.
summary(String) - Method in class com.tnsai.reasoning.VerificationResult.Builder
summary(String) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the summary.
summaryPromptTemplate() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the summaryPromptTemplate record component.
summaryPromptTemplate(String) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
summaryTemplate() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Returns the value of the summaryTemplate record component.
Syntax - Search tag in class com.tnsai.prompt.SimpleTemplateEngine: Section
SYNTHESIS - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomType: Synthesis of multiple results
synthesisStrategy(AtomSynthesizer.SynthesisStrategy) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
synthesize(String, List<Atom>) - Method in class com.tnsai.prompt.aot.AtomSynthesizer: Synthesizes atom solutions into a final result.
synthesizer(AtomSynthesizer) - Method in class com.tnsai.prompt.aot.AotProcessor.Builder
SyntheticDataGenerator - Class in com.tnsai.prompt.optimizer: Generates synthetic test data for prompt optimization.
SyntheticDataGenerator(LLMClient) - Constructor for class com.tnsai.prompt.optimizer.SyntheticDataGenerator
SyntheticDataGenerator.GenerationSpec - Class in com.tnsai.prompt.optimizer: Configuration for test case generation.
system(String) - Static method in record class com.tnsai.session.ConversationTurn: Creates a system message turn.
SYSTEM_MESSAGE - Enum constant in enum class com.tnsai.session.TurnType: A system message or instruction.
systemPrompt() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns the value of the systemPrompt record component.
systemPrompt(String) - Method in class com.tnsai.output.validation.StructuredOutputExecutor.Builder
systemPrompt(String) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Overrides the default system prompt entirely.
systemPrompt(String) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets an optional system prompt.

T

tag(String) - Method in class com.tnsai.session.SessionQuery.Builder: Adds a single tag.
tags() - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Returns the value of the tags record component.
tags() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the tags record component.
tags() - Method in record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Returns the value of the tags record component.
tags() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns the value of the tags record component.
tags() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the tags record component.
tags() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the tags record component.
tags() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the tags record component.
tags(String...) - Method in class com.tnsai.planning.PlanningAction.Builder
tags(String...) - Method in class com.tnsai.planning.tasklist.TaskItem.Builder
tags(String...) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets tags from varargs.
tags(String...) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters by tags (must match all tags).
tags(String...) - Method in class com.tnsai.session.SessionQuery.Builder: Adds tags to filter by.
tags(List<String>) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the tags.
tags(Set<String>) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters by tags (must match all tags).
targetScore(float) - Method in class com.tnsai.prompt.optimizer.PromptOptimizer.Builder
targetType(Class<T>) - Method in class com.tnsai.output.validation.StructuredOutputExecutor.Builder
task(String) - Method in class com.tnsai.refinement.RefinementLoop.Builder
TaskDecomposer - Class in com.tnsai.autoteam: Uses LLM to decompose a natural-language task into agent roles and capabilities.
taskDescription() - Method in record class com.tnsai.autoteam.TeamPlan: Returns the value of the taskDescription record component.
taskId() - Method in record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Returns the value of the taskId record component.
TaskItem - Record Class in com.tnsai.planning.tasklist: A single task in a task list.
TaskItem(String, String, String, Priority, CompletionCriteria, Set<String>, Map<String, Object>) - Constructor for record class com.tnsai.planning.tasklist.TaskItem: Canonical constructor with validation and defaults.
TaskItem.Builder - Class in com.tnsai.planning.tasklist: Builder for TaskItem.
taskList(TaskList) - Method in class com.tnsai.planning.tasklist.TaskListExecutor.Builder
TaskList - Record Class in com.tnsai.planning.tasklist: An ordered list of tasks to execute.
TaskList(String, List<TaskItem>, Map<String, Object>) - Constructor for record class com.tnsai.planning.tasklist.TaskList: Canonical constructor with validation.
TaskListExecutor - Class in com.tnsai.planning.tasklist: Executes a task list using iterative refinement for each task.
TaskListExecutor.Builder - Class in com.tnsai.planning.tasklist: Builder for TaskListExecutor.
taskListName() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns the value of the taskListName record component.
TaskListResult - Record Class in com.tnsai.planning.tasklist: Result of executing a complete task list.
TaskListResult(String, List<TaskResult>, int, int, Duration) - Constructor for record class com.tnsai.planning.tasklist.TaskListResult: Creates an instance of a TaskListResult record class.
tasks() - Method in record class com.tnsai.planning.tasklist.TaskList: Returns the value of the tasks record component.
TaskStatus - Enum Class in com.tnsai.planning.tasklist: Execution status of a task item.
teamName() - Method in record class com.tnsai.autoteam.TeamPlan: Returns the value of the teamName record component.
TeamPlan - Record Class in com.tnsai.autoteam: Intermediate representation of a generated team plan.
TeamPlan(String, String, String, List<GeneratedAgentConfig>, String, Map<String, List<String>>) - Constructor for record class com.tnsai.autoteam.TeamPlan: Creates a validated TeamPlan.
temperature(double) - Method in class com.tnsai.reasoning.ReasoningPath.Builder
temperature(float) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Sets the LLM temperature for decomposition and prompt generation.
temperature(float) - Method in class com.tnsai.planning.llm.LLMDynamicPlanner.Builder: Sets the LLM temperature for plan generation (default: 0.2).
temperatureVariance(double) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets the temperature variance between paths (default: 0.1).
TemporalKnowledge - Record Class in com.tnsai.intelligence.knowledge: A fact with temporal validity boundaries.
TemporalKnowledge(String, String, Instant, Instant, Instant, double) - Constructor for record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Compact constructor with validation.
terminal() - Method in class com.tnsai.fsm.State.Builder: Marks this as a terminal (final) state.
terminal(String) - Static method in class com.tnsai.fsm.State: Creates a terminal (final) state with the given name.
TestCase - Class in com.tnsai.prompt.optimizer: Test case for prompt optimization.
TestCase(String, String) - Constructor for class com.tnsai.prompt.optimizer.TestCase: Creates a test case with default weight.
TestCase(String, String, String) - Constructor for class com.tnsai.prompt.optimizer.TestCase: Creates a test case with category.
TestCase(String, String, String, float) - Constructor for class com.tnsai.prompt.optimizer.TestCase: Creates a test case with all fields.
TestCase.Builder - Class in com.tnsai.prompt.optimizer
testCommand(String) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a test command check.
text() - Method in record class com.tnsai.session.SessionQuery: Returns the value of the text record component.
text(String) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the text to search for.
text(String) - Static method in record class com.tnsai.session.SessionQuery: Creates a simple text query.
The plan-to-execute contract - Search tag in class com.tnsai.planning.PlanExecutor: Section
think() - Method in class com.tnsai.planning.PlanExecutor: Executes one thinking cycle.
think(boolean) - Method in class com.tnsai.planning.PlanExecutor: Executes one thinking cycle with optional chaining.
think(String) - Method in class com.tnsai.reasoning.ExtendedThinkingClient: Performs extended thinking on the given problem.
think(String, Optional<String>) - Method in class com.tnsai.reasoning.ExtendedThinkingClient: Performs extended thinking with an optional system prompt.
THINKING - Enum constant in enum class com.tnsai.session.TurnType: A thinking/reasoning step (for Chain-of-Thought).
thinkingBlocks(List<String>) - Method in class com.tnsai.reasoning.ThinkingResult.Builder
thinkingBudget(int) - Method in class com.tnsai.reasoning.ExtendedThinkingClient.Builder: Sets the thinking budget in tokens (default: 10000).
thinkingProcess(String) - Method in class com.tnsai.reasoning.ThinkingResult.Builder
ThinkingResult - Class in com.tnsai.reasoning: Result from extended thinking mode execution.
ThinkingResult.Builder - Class in com.tnsai.reasoning: Builder for ThinkingResult.
thinkingTokens(int) - Method in class com.tnsai.reasoning.ThinkingResult.Builder
thinkWithHistory(String, List<Map<String, Object>>) - Method in class com.tnsai.reasoning.ExtendedThinkingClient: Performs extended thinking with conversation history.
thought(String) - Method in class com.tnsai.reasoning.react.ReActStep.Builder
thought(String) - Method in class com.tnsai.reasoning.ThoughtNode.Builder
thoughtFormat(ThoughtFormat) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Sets the thought format (default: STRUCTURED).
ThoughtFormat - Enum Class in com.tnsai.reasoning.react: Format for the thought phase of ReAct.
ThoughtNode - Class in com.tnsai.reasoning: Represents a node in a Tree of Thoughts exploration.
ThoughtNode.Builder - Class in com.tnsai.reasoning: Builder for ThoughtNode.
Thread Safety - Search tag in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore: Section
Thread Safety - Search tag in class com.tnsai.context.entity.impl.InMemoryEntityResolver: Section
Thread Safety - Search tag in class com.tnsai.context.ephemeral.EphemeralContextManager: Section
Thread Safety - Search tag in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore: Section
threshold(double) - Method in class com.tnsai.reasoning.ReasoningRouter.Builder: Sets the threshold for routing to reasoning model (default: 0.5).
THRESHOLD - Enum constant in enum class com.tnsai.reasoning.Aggregation: Return the first answer that appears more than threshold times.
thresholdRatio() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the thresholdRatio record component.
thresholdRatio(double) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
thumbsDown(String) - Static method in record class com.tnsai.learning.Feedback
thumbsUp(String) - Static method in record class com.tnsai.learning.Feedback
TIME_INTERVAL - Enum constant in enum class com.tnsai.session.consolidation.ConsolidationTrigger: Consolidate at regular time intervals.
timeout(long) - Method in class com.tnsai.fsm.State.Builder: Sets the state timeout in milliseconds.
timeout(Duration) - Method in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor.Builder
timeout(Duration) - Method in class com.tnsai.reasoning.react.ReActExecutor.Builder: Sets the execution timeout (default: 5 minutes).
timeout(Duration) - Method in class com.tnsai.reasoning.SelfConsistencyExecutor.Builder: Sets timeout for parallel execution (default: 5 minutes).
timeout(Duration) - Method in class com.tnsai.reasoning.TreeOfThoughtsExecutor.Builder: Sets the exploration timeout (default: 10 minutes).
timeout(Duration) - Method in class com.tnsai.refinement.RefinementLoop.Builder
TIMEOUT - Enum constant in enum class com.tnsai.fsm.StateMachine.Status
TIMEOUT - Enum constant in enum class com.tnsai.reasoning.react.ReActStatus: Execution timed out.
TIMEOUT - Enum constant in enum class com.tnsai.refinement.RefinementStatus
TIMEOUT - Enum constant in enum class com.tnsai.session.SessionOutcome: Session timed out.
timeoutPerTask(Duration) - Method in class com.tnsai.planning.tasklist.TaskListExecutor.Builder
timestamp() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Returns the value of the timestamp record component.
timestamp() - Method in record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Returns the value of the timestamp record component.
timestamp() - Method in record class com.tnsai.learning.Feedback: Returns the value of the timestamp record component.
timestamp() - Method in record class com.tnsai.norms.NormViolation: Returns the value of the timestamp record component.
timestamp() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Returns the value of the timestamp record component.
timestamp() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.StrategyRecord: Returns the value of the timestamp record component.
timestamp() - Method in record class com.tnsai.session.ConversationTurn: Returns the value of the timestamp record component.
timestamp(Instant) - Method in class com.tnsai.reasoning.react.ReActStep.Builder
to(State) - Method in class com.tnsai.fsm.Transition.SourceBuilder: Sets the target state.
to(LocalDate) - Method in class com.tnsai.session.SessionQuery.Builder: Sets the end date.
toDisplayString() - Method in record class com.tnsai.planning.llm.LLMPlan: Formats the plan for display to users.
toDot(StateMachine) - Static method in class com.tnsai.fsm.StateMachineVisualizer: Generates Graphviz DOT syntax.
toDot(StateMachine, StateMachineVisualizer.DotOptions) - Static method in class com.tnsai.fsm.StateMachineVisualizer: Generates Graphviz DOT syntax with options.
TOKEN_LIMIT - Enum constant in enum class com.tnsai.session.consolidation.ConsolidationTrigger: Consolidate when token count exceeds threshold.
tokenBudget(int) - Method in class com.tnsai.session.consolidation.AutoConsolidationManager.Builder: Total token budget for the model's context window.
tokenCount(int) - Method in class com.tnsai.reasoning.ReasoningPath.Builder
TokenEstimator - Class in com.tnsai.reasoning: Rough token count estimator for text content.
tokenReductionRatio() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns the token reduction ratio.
tokenThresholdPercent(int) - Method in class com.tnsai.session.consolidation.AutoConsolidationManager.Builder: Percentage of token budget at which to trigger consolidation.
toMermaid(StateMachine) - Static method in class com.tnsai.fsm.StateMachineVisualizer: Generates Mermaid state diagram syntax.
toMermaid(StateMachine, StateMachineVisualizer.MermaidOptions) - Static method in class com.tnsai.fsm.StateMachineVisualizer: Generates Mermaid state diagram syntax with options.
TOOL_CALL - Enum constant in enum class com.tnsai.session.TurnType: A tool/function call by the assistant.
TOOL_RESULT - Enum constant in enum class com.tnsai.session.TurnType: The result of a tool execution.
toolCall(String, Map<String, Object>) - Static method in record class com.tnsai.session.ConversationTurn: Creates a tool call turn.
toolCalls() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns the value of the toolCalls record component.
toolCalls() - Method in class com.tnsai.session.replay.SessionReplay: Gets only tool call steps.
toolNames() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns the value of the toolNames record component.
toolPojos(Object...) - Method in class com.tnsai.autoteam.AutoTeamBuilder: Adds tools by reflecting over POJO instances bearing @Tool-annotated methods (the function-shape pattern, see RFC #188).
toolResult(String, String) - Static method in record class com.tnsai.session.ConversationTurn: Creates a tool result turn.
toolResultPruningEnabled() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the toolResultPruningEnabled record component.
toolResultPruningEnabled(boolean) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
toolResultPruningThreshold() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns the value of the toolResultPruningThreshold record component.
toolResultPruningThreshold(int) - Method in class com.tnsai.context.compaction.CompactionConfig.Builder
topAgents() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns the value of the topAgents record component.
TopologySelector - Class in com.tnsai.autoteam: Analyzes inter-agent dependencies and selects the optimal coordination formation.
TopologySelector.Formation - Enum Class in com.tnsai.autoteam: Supported formation types.
toPromptString() - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Formats this capability for inclusion in an LLM prompt.
topTags() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns the value of the topTags record component.
toState() - Method in record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Returns the value of the toState record component.
toString() - Method in record class com.tnsai.autoteam.AutoTeamBuilder.Result: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.autoteam.GeneratedAgentConfig: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.autoteam.TeamPlan: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.context.compaction.CompactionConfig: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.context.compaction.CompactionResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.EphemeralConfig: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.fsm.Event: Returns a string representation of this record class.
toString() - Method in class com.tnsai.fsm.State
toString() - Method in class com.tnsai.fsm.StateMachine
toString() - Method in record class com.tnsai.fsm.StateMachineContext.StateTransitionRecord: Returns a string representation of this record class.
toString() - Method in class com.tnsai.fsm.Transition
toString() - Method in record class com.tnsai.intelligence.knowledge.ContradictionDetector.Contradiction: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.learning.Feedback: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.learning.FeedbackLearner.LearningResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.norms.NormEngine.CheckResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.norms.NormEntry: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.norms.NormViolation: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.output.validation.ValidationResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.llm.CapabilityDescriptor: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.llm.LLMPlan: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.llm.LLMPlanStep: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.llm.StepExecutionResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.PlanningAction: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.PlanningGoal: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.tasklist.ProgressMemory.Learning: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.tasklist.TaskItem: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.tasklist.TaskList: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns a string representation of this record class.
toString() - Method in class com.tnsai.prompt.aot.AotResult
toString() - Method in class com.tnsai.prompt.aot.Atom
toString() - Method in class com.tnsai.prompt.optimizer.OptimizationResult
toString() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.IterationRecord: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.prompt.optimizer.OptimizationSession.StrategyRecord: Returns a string representation of this record class.
toString() - Method in class com.tnsai.prompt.optimizer.TestCase
toString() - Method in class com.tnsai.prompt.SimplePromptTemplate
toString() - Method in record class com.tnsai.reasoning.causal.CausalResult: Returns a string representation of this record class.
toString() - Method in class com.tnsai.reasoning.ConsistencyResult
toString() - Method in class com.tnsai.reasoning.got.GoTNode
toString() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns a string representation of this record class.
toString() - Method in class com.tnsai.reasoning.react.ReActResult
toString() - Method in class com.tnsai.reasoning.react.ReActStep
toString() - Method in class com.tnsai.reasoning.ReasoningPath
toString() - Method in class com.tnsai.reasoning.ThinkingResult
toString() - Method in class com.tnsai.reasoning.ThoughtNode
toString() - Method in class com.tnsai.reasoning.ToTResult
toString() - Method in class com.tnsai.reasoning.VerificationResult
toString() - Method in record class com.tnsai.refinement.RefinementResult: Returns a string representation of this record class.
toString() - Method in class com.tnsai.session.AgentSession
toString() - Method in record class com.tnsai.session.consolidation.ConsolidationResult: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.ConversationTurn: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.replay.ReplayStep: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.SessionQuery: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.SessionSearchResult.MatchPosition: Returns a string representation of this record class.
toString() - Method in record class com.tnsai.session.SessionSearchResult: Returns a string representation of this record class.
totalCount() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns the value of the totalCount record component.
totalCount() - Method in record class com.tnsai.session.extraction.KnowledgeStore.KnowledgeStats: Returns the value of the totalCount record component.
totalDuration() - Method in record class com.tnsai.planning.tasklist.TaskListResult: Returns the value of the totalDuration record component.
totalDuration() - Method in record class com.tnsai.refinement.RefinementResult: Returns the value of the totalDuration record component.
totalLLMCalls(int) - Method in class com.tnsai.reasoning.react.ReActResult.Builder
totalNodes() - Method in record class com.tnsai.reasoning.got.GoTResult: Returns the value of the totalNodes record component.
totalNodes(int) - Method in class com.tnsai.reasoning.ToTResult.Builder
totalPaths(int) - Method in class com.tnsai.reasoning.ConsistencyResult.Builder
totalSessions() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns the value of the totalSessions record component.
totalSteps() - Method in record class com.tnsai.planning.llm.PlanExecutionResult: Returns the total number of steps attempted.
totalSteps() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns the value of the totalSteps record component.
totalTurns() - Method in record class com.tnsai.session.SearchableSessionStore.SessionStats: Returns the value of the totalTurns record component.
toText(StateMachine) - Static method in class com.tnsai.fsm.StateMachineVisualizer: Generates a simple text representation.
ToTResult - Class in com.tnsai.reasoning: Result of a Tree of Thoughts exploration.
ToTResult.Builder - Class in com.tnsai.reasoning: Builder for ToTResult.
TrackedResult(String, Object) - Constructor for record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult
TrackedResult(String, String, long, Object) - Constructor for record class com.tnsai.context.ephemeral.EphemeralContextManager.TrackedResult: Creates an instance of a TrackedResult record class.
trackEntity(Entity) - Method in class com.tnsai.context.integration.AgentContextManager
trackResult(String, Object) - Method in class com.tnsai.context.ephemeral.EphemeralContextManager: Tracks a new tool result.
Trade-offs - Search tag in class com.tnsai.prompt.aot.AotProcessor: Section
transition(Transition) - Method in class com.tnsai.fsm.StateMachine.Builder: Adds a transition.
transition(Transition.Builder) - Method in class com.tnsai.fsm.StateMachine.Builder: Adds a transition using builder.
Transition - Class in com.tnsai.fsm: Represents a transition between states in a Finite State Machine.
Transition.Builder - Class in com.tnsai.fsm: Full builder for Transition.
Transition.EventBuilder - Class in com.tnsai.fsm: Builder step for specifying event.
Transition.SourceBuilder - Class in com.tnsai.fsm: Builder step for specifying target state.
TransitionAction - Interface in com.tnsai.fsm: Functional interface for transition actions.
TreeOfThoughtsExecutor - Class in com.tnsai.reasoning: Tree of Thoughts (ToT) executor for complex problem solving.
TreeOfThoughtsExecutor.Builder - Class in com.tnsai.reasoning: Builder for TreeOfThoughtsExecutor.
triggers(Set<ConsolidationTrigger>) - Method in class com.tnsai.session.consolidation.AutoConsolidationManager.Builder
TruncatingCompactor - Class in com.tnsai.context.compaction: Phase-1 compactor that truncates large tool-call arguments in older messages.
TruncatingCompactor() - Constructor for class com.tnsai.context.compaction.TruncatingCompactor: Creates a truncating compactor with the default max argument length (200 chars).
TruncatingCompactor(int) - Constructor for class com.tnsai.context.compaction.TruncatingCompactor: Creates a truncating compactor with the given max argument length.
turn() - Method in record class com.tnsai.session.replay.ReplayStep: Returns the value of the turn record component.
turn() - Method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Returns the value of the turn record component.
turnIndex() - Method in record class com.tnsai.session.SessionSearchResult.MatchedTurn: Returns the value of the turnIndex record component.
TurnType - Enum Class in com.tnsai.session: Types of conversation turns.
TwoPhaseCompactor - Class in com.tnsai.context.compaction: Two-phase context compactor combining truncation and LLM summarization.
TwoPhaseCompactor(TruncatingCompactor, LLMContextCompactor) - Constructor for class com.tnsai.context.compaction.TwoPhaseCompactor: Creates a two-phase compactor with the given phase-1 and phase-2 compactors.
type() - Method in record class com.tnsai.learning.Feedback: Returns the value of the type record component.
type() - Method in record class com.tnsai.norms.NormEntry: Returns the value of the type record component.
type() - Method in record class com.tnsai.planning.llm.PlanApprovalGate.ApprovalDecision: Returns the value of the type record component.
type() - Method in record class com.tnsai.session.ConversationTurn: Returns the value of the type record component.
type() - Method in record class com.tnsai.session.extraction.ExtractedKnowledge: Returns the value of the type record component.
type() - Method in record class com.tnsai.session.replay.ReplayStep: Gets the turn type.
type(Atom.AtomType) - Method in class com.tnsai.prompt.aot.Atom.Builder
type(ExtractionType) - Method in class com.tnsai.session.extraction.ExtractedKnowledge.Builder: Sets the extraction type.
types() - Method in record class com.tnsai.session.extraction.KnowledgeFilter: Returns the value of the types record component.
types(ExtractionType...) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters by extraction types.
types(Set<ExtractionType>) - Method in class com.tnsai.session.extraction.KnowledgeFilter.Builder: Filters by extraction types.

U

UNANIMOUS - Enum constant in enum class com.tnsai.reasoning.Aggregation: Unanimous agreement required - returns null if no consensus.
uniqueTools() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns the value of the uniqueTools record component.
UNKNOWN - Enum constant in enum class com.tnsai.session.SessionOutcome: Session outcome is unknown.
UNREACHABLE - Enum constant in enum class com.tnsai.planning.PlanningFailureException.Reason: No action sequence reaches the goal; the search itself stayed sound.
unregisterSource(String) - Method in class com.tnsai.context.entity.impl.InMemoryEntityResolver
untrackEntity(String) - Method in class com.tnsai.context.integration.AgentContextManager
Usage - Search tag in class com.tnsai.context.compaction.LLMContextCompactor: Section
Usage - Search tag in class com.tnsai.context.compaction.TruncatingCompactor: Section
Usage - Search tag in class com.tnsai.context.compaction.TwoPhaseCompactor: Section
Usage - Search tag in class com.tnsai.context.ephemeral.EphemeralContextManager: Section
Usage - Search tag in class com.tnsai.fsm.State: Section
Usage - Search tag in class com.tnsai.fsm.StateMachine: Section
Usage - Search tag in class com.tnsai.fsm.StateMachineContext: Section
Usage - Search tag in class com.tnsai.fsm.StateMachineVisualizer: Section
Usage - Search tag in class com.tnsai.fsm.Transition: Section
Usage - Search tag in class com.tnsai.intelligence.knowledge.ContradictionDetector: Section
Usage - Search tag in class com.tnsai.learning.AdaptivePromptEnricher: Section
Usage - Search tag in class com.tnsai.learning.FeedbackLearner: Section
Usage - Search tag in class com.tnsai.norms.NormEngine: Section
Usage - Search tag in class com.tnsai.output.validation.StructuredOutputExecutor: Section
Usage - Search tag in class com.tnsai.planning.BackwardChainingPlanner: Section
Usage - Search tag in class com.tnsai.planning.PlanExecutor: Section
Usage - Search tag in class com.tnsai.planning.UtilityAIPlanner: Section
Usage - Search tag in class com.tnsai.planning.llm.AdaptiveReplanEngine: Section
Usage - Search tag in class com.tnsai.planning.llm.LLMDynamicPlanner: Section
Usage - Search tag in class com.tnsai.planning.llm.PlanApprovalGate: Section
Usage - Search tag in class com.tnsai.planning.tasklist.TaskListExecutor: Section
Usage - Search tag in class com.tnsai.prompt.PromptLoader: Section
Usage - Search tag in class com.tnsai.prompt.PromptRegistry: Section
Usage - Search tag in class com.tnsai.prompt.SimplePromptTemplate: Section
Usage - Search tag in class com.tnsai.prompt.SimpleTemplateEngine: Section
Usage - Search tag in class com.tnsai.prompt.aot.AotProcessor: Section
Usage - Search tag in class com.tnsai.prompt.aot.AtomGenerator: Section
Usage - Search tag in class com.tnsai.prompt.aot.AtomSolver: Section
Usage - Search tag in class com.tnsai.prompt.aot.AtomSynthesizer: Section
Usage - Search tag in class com.tnsai.prompt.optimizer.PromptOptimizer: Section
Usage - Search tag in class com.tnsai.prompt.optimizer.SyntheticDataGenerator: Section
Usage - Search tag in class com.tnsai.reasoning.ExtendedThinkingClient: Section
Usage - Search tag in class com.tnsai.reasoning.ReasoningRouter: Section
Usage - Search tag in class com.tnsai.reasoning.ReasoningVerifier: Section
Usage - Search tag in class com.tnsai.reasoning.SelfConsistencyExecutor: Section
Usage - Search tag in class com.tnsai.reasoning.TreeOfThoughtsExecutor: Section
Usage - Search tag in class com.tnsai.reasoning.causal.CausalReasoner: Section
Usage - Search tag in class com.tnsai.reasoning.got.GraphOfThoughtsExecutor: Section
Usage - Search tag in class com.tnsai.reasoning.react.ReActExecutor: Section
Usage - Search tag in class com.tnsai.refinement.CompletionCriteria: Section
Usage - Search tag in class com.tnsai.refinement.RefinementLoop: Section
Usage - Search tag in class com.tnsai.session.AgentSession: Section
Usage - Search tag in class com.tnsai.session.consolidation.AutoConsolidationManager: Section
Usage - Search tag in class com.tnsai.session.consolidation.MemoryConsolidationPipeline: Section
Usage - Search tag in class com.tnsai.session.extraction.LLMKnowledgeExtractor: Section
Usage - Search tag in class com.tnsai.session.replay.SessionReplay: Section
Usage - Search tag in interface com.tnsai.fsm.Guard: Section
Usage - Search tag in interface com.tnsai.fsm.StateAction: Section
Usage - Search tag in interface com.tnsai.fsm.StateMachineListener: Section
Usage - Search tag in interface com.tnsai.fsm.TransitionAction: Section
Usage - Search tag in interface com.tnsai.planning.Consideration: Section
Usage - Search tag in interface com.tnsai.planning.tasklist.ProgressMemory: Section
Usage - Search tag in interface com.tnsai.session.SearchableSessionStore: Section
Usage - Search tag in interface com.tnsai.session.SessionStore: Section
Usage - Search tag in interface com.tnsai.session.extraction.KnowledgeExtractor: Section
Usage - Search tag in interface com.tnsai.session.extraction.KnowledgeStore: Section
Usage - Search tag in package com.tnsai.reasoning: Section
Usage - Search tag in package com.tnsai.session.extraction: Section
Usage - Search tag in package com.tnsai.session.replay: Section
Usage - Search tag in record class com.tnsai.context.compaction.CompactionConfig: Section
Usage - Search tag in record class com.tnsai.fsm.Event: Section
Usage - Search tag in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Section
Usage - Search tag in record class com.tnsai.planning.tasklist.TaskItem: Section
Usage - Search tag in record class com.tnsai.planning.tasklist.TaskList: Section
Usage - Search tag in record class com.tnsai.session.SessionQuery: Section
Usage - Search tag in record class com.tnsai.session.extraction.ExtractedKnowledge: Section
Usage - Search tag in record class com.tnsai.session.extraction.KnowledgeFilter: Section
Usage Example - Search tag in class com.tnsai.autoteam.AutoTeamBuilder: Section
Usage Example - Search tag in class com.tnsai.context.decision.impl.CheckpointerDecisionTraceStore: Section
Usage Example - Search tag in class com.tnsai.context.decision.impl.InMemoryDecisionTraceStore: Section
Usage Example - Search tag in class com.tnsai.context.entity.impl.InMemoryEntityResolver: Section
Usage Example - Search tag in class com.tnsai.context.integration.AgentContextManager: Section
Usage Example - Search tag in class com.tnsai.context.integration.BDIContextMapper: Section
Usage Example - Search tag in class com.tnsai.context.snapshot.impl.CheckpointerSnapshotStore: Section
Usage Example - Search tag in class com.tnsai.context.snapshot.impl.InMemorySnapshotStore: Section
user(String) - Static method in record class com.tnsai.session.ConversationTurn: Creates a user message turn.
USER_MESSAGE - Enum constant in enum class com.tnsai.session.TurnType: A message from the user.
userMessages() - Method in record class com.tnsai.session.replay.SessionReplay.ReplayStats: Returns the value of the userMessages record component.
userMessages() - Method in class com.tnsai.session.replay.SessionReplay: Gets only user message steps.
utility() - Static method in interface com.tnsai.planning.Consideration: Creates a utility consideration (value - cost).
utility() - Method in record class com.tnsai.planning.PlanningAction: Calculates simple utility score (value - cost).
utility(float) - Static method in interface com.tnsai.planning.Consideration: Creates a weighted utility consideration.
UtilityAIPlanner - Class in com.tnsai.planning: Utility AI planner that selects actions based on cost/value trade-offs.
UtilityAIPlanner(Class<?>) - Constructor for class com.tnsai.planning.UtilityAIPlanner: Creates a planner from a role class.
UtilityAIPlanner(Class<?>, List<Consideration>) - Constructor for class com.tnsai.planning.UtilityAIPlanner: Creates a planner from a role class with custom considerations.
UtilityAIPlanner(List<PlanningGoal>, List<PlanningAction>, List<Consideration>) - Constructor for class com.tnsai.planning.UtilityAIPlanner: Creates a planner with explicit goals, actions, and considerations.
UtilityAIPlanner.Builder - Class in com.tnsai.planning: Builder for UtilityAIPlanner.
Utility AI Support - Search tag in record class com.tnsai.planning.PlanningAction: Section

V

valid() - Method in record class com.tnsai.output.validation.ValidationResult: Returns the value of the valid record component.
valid() - Static method in class com.tnsai.reasoning.VerificationResult: Creates a valid result with high confidence.
valid(boolean) - Method in class com.tnsai.reasoning.VerificationResult.Builder
validate(Map<String, Object>) - Method in interface com.tnsai.output.validation.ValidationRule: Validates the parsed output.
VALIDATION - Enum constant in enum class com.tnsai.prompt.aot.Atom.AtomType: Validation or verification atom
ValidationResult - Record Class in com.tnsai.output.validation: Result of a validation check.
ValidationResult(boolean, List<String>) - Constructor for record class com.tnsai.output.validation.ValidationResult: Creates an instance of a ValidationResult record class.
ValidationRule - Interface in com.tnsai.output.validation: A validation rule for structured output fields.
validFrom() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns the value of the validFrom record component.
validJson() - Static method in class com.tnsai.refinement.BuiltInChecks: Check that output is valid JSON.
validJson() - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a valid JSON check.
validUntil() - Method in record class com.tnsai.intelligence.knowledge.TemporalKnowledge: Returns the value of the validUntil record component.
value() - Method in record class com.tnsai.output.validation.StructuredOutputExecutor.StructuredOutputResult: Returns the value of the value record component.
value() - Static method in interface com.tnsai.planning.Consideration: Creates a value consideration (higher value = higher score).
value() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the value record component.
value(float) - Static method in interface com.tnsai.planning.Consideration: Creates a weighted value consideration.
value(int) - Method in class com.tnsai.planning.PlanningAction.Builder
valueOf(String) - Static method in enum class com.tnsai.autoteam.TopologySelector.Formation: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.fsm.StateMachine.Status: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.learning.FeedbackType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.learning.LearningStrategy: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.planning.llm.PlanApprovalGate.ApprovalType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.planning.PlanningFailureException.Reason: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.planning.tasklist.TaskStatus: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.prompt.aot.Atom.AtomStatus: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.prompt.aot.Atom.AtomType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.prompt.aot.AtomSynthesizer.SynthesisStrategy: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.reasoning.Aggregation: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.reasoning.causal.CausalQueryType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.reasoning.got.GoTOperation: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.reasoning.PruningStrategy: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.reasoning.react.ReActStatus: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.reasoning.react.ThoughtFormat: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.refinement.RefinementStatus: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.session.consolidation.ConsolidationTrigger: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.session.consolidation.ForgettingCurve: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.session.extraction.ExtractionType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.session.SessionOutcome: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.session.SessionQuery.SearchMode: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.tnsai.session.TurnType: Returns the enum constant of this class with the specified name.
values() - Static method in enum class com.tnsai.autoteam.TopologySelector.Formation: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.fsm.StateMachine.Status: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.learning.FeedbackType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.learning.LearningStrategy: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.planning.llm.PlanApprovalGate.ApprovalType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.planning.PlanningFailureException.Reason: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.planning.tasklist.TaskStatus: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.prompt.aot.Atom.AtomStatus: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.prompt.aot.Atom.AtomType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.prompt.aot.AtomSynthesizer.SynthesisStrategy: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.reasoning.Aggregation: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.reasoning.causal.CausalQueryType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.reasoning.got.GoTOperation: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.reasoning.PruningStrategy: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.reasoning.react.ReActStatus: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.reasoning.react.ThoughtFormat: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.refinement.RefinementStatus: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.session.consolidation.ConsolidationTrigger: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.session.consolidation.ForgettingCurve: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.session.extraction.ExtractionType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.session.SessionOutcome: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.session.SessionQuery.SearchMode: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.tnsai.session.TurnType: Returns an array containing the constants of this enum class, in the order they are declared.
Verification Checks - Search tag in class com.tnsai.reasoning.ReasoningVerifier: Section
VerificationResult - Class in com.tnsai.reasoning: Result of reasoning verification.
VerificationResult.Builder - Class in com.tnsai.reasoning: Builder for VerificationResult.
verify(ReasoningPath) - Method in class com.tnsai.reasoning.ReasoningVerifier: Verifies a ReasoningPath from self-consistency or ToT.
verify(String) - Method in class com.tnsai.reasoning.ReasoningVerifier: Verifies a reasoning chain.
verifyAndCorrect(String) - Method in class com.tnsai.reasoning.ReasoningVerifier: Verifies and optionally corrects reasoning.
verifyWithFacts(String, List<String>) - Method in class com.tnsai.reasoning.ReasoningVerifier: Verifies reasoning against known facts.
violations() - Method in record class com.tnsai.norms.NormEngine.CheckResult: Returns the value of the violations record component.

W

wasImproved() - Method in class com.tnsai.prompt.optimizer.OptimizationResult: Returns true if the prompt was improved.
watchDirectory(Path) - Method in class com.tnsai.prompt.PromptRegistry: Starts watching a directory for changes.
weight() - Method in record class com.tnsai.planning.PlanningAction: Returns the value of the weight record component.
weight(float) - Method in class com.tnsai.planning.PlanningAction.Builder
weight(float) - Method in class com.tnsai.prompt.optimizer.TestCase.Builder
WEIGHTED_COMBINATION - Enum constant in enum class com.tnsai.prompt.aot.AtomSynthesizer.SynthesisStrategy: Combine based on confidence weights
WEIGHTED_VOTE - Enum constant in enum class com.tnsai.reasoning.Aggregation: Weighted voting based on reasoning chain quality.
weightedUtility() - Method in record class com.tnsai.planning.PlanningAction: Calculates weighted utility score.
WHAT_IF - Enum constant in enum class com.tnsai.reasoning.causal.CausalQueryType: What if something were different?
What Gets Truncated - Search tag in class com.tnsai.context.compaction.TruncatingCompactor: Section
whatIf(String, Map<String, Object>) - Method in class com.tnsai.reasoning.causal.CausalReasoner
when(Guard) - Method in class com.tnsai.fsm.Transition.Builder: Sets the guard condition.
why(String, Map<String, Object>) - Method in class com.tnsai.reasoning.causal.CausalReasoner
WHY - Enum constant in enum class com.tnsai.reasoning.causal.CausalQueryType: Why did something happen?
withAutoCorrect(LLMClient) - Static method in class com.tnsai.reasoning.ReasoningVerifier: Creates a verifier with auto-correction enabled.
withData(String, Object) - Method in record class com.tnsai.fsm.Event: Creates a new event with additional data.
withFallback(ActionHandler, String) - Static method in interface com.tnsai.reasoning.react.ActionHandler: Creates an action handler that always returns a fixed message for unknown actions.
withLLM(LLMClient) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Sets the LLM client for LLM-based checks.
withMatches(AgentSession, double, List<SessionSearchResult.MatchedTurn>) - Static method in record class com.tnsai.session.SessionSearchResult: Creates a result with matched turns.
withMinConfidence(double) - Method in interface com.tnsai.session.extraction.KnowledgeExtractor: Creates a new extractor with a different confidence threshold.
withMinConfidence(double) - Static method in record class com.tnsai.session.extraction.KnowledgeFilter: Creates a filter with minimum confidence.
withMinConfidence(double) - Method in class com.tnsai.session.extraction.LLMKnowledgeExtractor
withoutStep(int) - Method in record class com.tnsai.planning.llm.LLMPlan: Creates a new plan with the step at the given index removed.
withReorderedSteps(List<Integer>) - Method in record class com.tnsai.planning.llm.LLMPlan: Creates a new plan with steps reordered according to the given indices.
withSessionId(String) - Method in record class com.tnsai.learning.Feedback
wordCount(int, int) - Static method in class com.tnsai.refinement.BuiltInChecks: Check word count is within range.
wordCount(int, int) - Method in class com.tnsai.refinement.CompletionCriteria.Builder: Adds a word count check.

A B C D E F G H I K L M N O P Q R S T U V W
All Classes and Interfaces|All Packages|Constant Field Values|Serialized Form