Uses of Interface
com.tnsai.llm.LLMClient

Packages that use LLMClient

Package	Description
com.tnsai.agents	Agent classes and lifecycle management for the TnsAI framework.
com.tnsai.agents.chat	Agent chat orchestration for LLM invocation, history management, and tool call handling.
com.tnsai.agents.ensemble	Multi-LLM ensemble execution with parallel fan-out, race patterns, and consensus voting.
com.tnsai.agents.execution	Agent execution components including LLM orchestration, tool processing, and memory management.
com.tnsai.agents.init	Agent initialization and specification extraction.
com.tnsai.agents.orchestration	Agent orchestration — chat, streaming, tool execution, and knowledge base management.
com.tnsai.agents.streaming	Streaming and event-based chat operations with token-level granularity and event publishing.
com.tnsai.agents.validation
com.tnsai.llm	LLM (Large Language Model) client interfaces and abstractions.
com.tnsai.memory.strategy	Memory management strategies for conversation history within token budgets.
com.tnsai.rag	Canonical RAG configuration and retrieval contracts.
com.tnsai.reasoning
com.tnsai.roles	Role definitions and capabilities for agents in the TnsAI framework.
com.tnsai.skills

Uses of LLMClient in com.tnsai.agents

Methods in com.tnsai.agents that return LLMClient

Modifier and Type	Method	Description
final LLMClient	Agent.getAgentLLM()
final LLMClient	Agent.getInjectedLLM()
final LLMClient	Agent.getLLMTemplate()
final LLMClient	Agent.llm()	Returns the LLM client used by this agent.

Methods in com.tnsai.agents with parameters of type LLMClient

Modifier and Type	Method	Description
AgentBuilder	AgentBuilder.llm(LLMClient llmClient)	Sets the LLM client for this agent.
final void	Agent.setLLM(LLMClient newLlm)	Replaces the LLM client; conversation history is preserved.

Uses of LLMClient in com.tnsai.agents.chat

Methods in com.tnsai.agents.chat that return LLMClient

Modifier and Type	Method	Description
LLMClient	AgentChatOrchestrator.ChatContext.getAgentLLM()	Returns the LLM client for chat operations

Uses of LLMClient in com.tnsai.agents.ensemble

Methods in com.tnsai.agents.ensemble with parameters of type LLMClient

Modifier and Type	Method	Description
Optional<String>	AgentEnsembleExecutor.ensembleChat(String message, List<LLMClient> llms, LLMClient aggregator)	Sends message to multiple LLMs and combines responses using an aggregator LLM.

Method parameters in com.tnsai.agents.ensemble with type arguments of type LLMClient

Modifier and Type	Method	Description
Optional<ParallelLLM.LLMResult>	AgentEnsembleExecutor.consensusChat(String message, List<LLMClient> llms, Function<String,Double> scorer)	Sends message to multiple LLMs and selects the best response using a scoring function.
Optional<String>	AgentEnsembleExecutor.ensembleChat(String message, List<LLMClient> llms, LLMClient aggregator)	Sends message to multiple LLMs and combines responses using an aggregator LLM.
Optional<ParallelLLM.LLMResult>	AgentEnsembleExecutor.majorityVoteChat(String message, List<LLMClient> llms)	Sends message to multiple LLMs and selects by majority voting.
ParallelLLM.ParallelResults	AgentEnsembleExecutor.parallelChat(String message, List<LLMClient> llms)	Sends message to multiple LLMs in parallel and collects all responses.
Optional<ParallelLLM.LLMResult>	AgentEnsembleExecutor.raceChat(String message, List<LLMClient> llms, long timeoutSeconds)	Sends message to multiple LLMs and returns the first successful response.

Uses of LLMClient in com.tnsai.agents.execution

Methods in com.tnsai.agents.execution that return LLMClient

Modifier and Type	Method	Description
LLMClient	AgentToolExecutor.AgentContext.getAgentLLM()
LLMClient	LLMOrchestrator.getLLM()	Returns the configured LLM client.

Constructors in com.tnsai.agents.execution with parameters of type LLMClient

Modifier	Constructor	Description
	LLMOrchestrator(String agentName, LLMClient llm, MemoryStore memoryStore)	Creates a new LLMOrchestrator.

Uses of LLMClient in com.tnsai.agents.init

Fields in com.tnsai.agents.init declared as LLMClient

Modifier and Type	Field	Description
final LLMClient	AgentInitializer.InitializationResult.llm

Methods in com.tnsai.agents.init that return LLMClient

Modifier and Type	Method	Description
LLMClient	AgentInitializer.InitializerContext.getInjectedLLM()
LLMClient	AgentInitializer.InitializerContext.getLLMTemplate()

Uses of LLMClient in com.tnsai.agents.orchestration

Methods in com.tnsai.agents.orchestration that return LLMClient

Modifier and Type	Method	Description
LLMClient	AgentOrchestrator.getAgentLLM()
LLMClient	AgentOrchestrator.OrchestratorContext.getAgentLLM()

Uses of LLMClient in com.tnsai.agents.streaming

Methods in com.tnsai.agents.streaming that return LLMClient

Modifier and Type	Method	Description
LLMClient	AgentStreamingSupport.StreamingContext.getAgentLLM()

Uses of LLMClient in com.tnsai.agents.validation

Methods in com.tnsai.agents.validation that return types with arguments of type LLMClient

Modifier and Type	Method	Description
Optional<LLMClient>	ValidationContext.llmClient()	Returns the value of the llmClient record component.

Constructor parameters in com.tnsai.agents.validation with type arguments of type LLMClient

Modifier	Constructor	Description
	ValidationContext(Optional<LLMClient> llmClient, List<Role> roles)	Backwards-compatible 2-arg constructor — defaults every later-added field to its safe / empty value so existing validator test fixtures keep compiling.
	ValidationContext(Optional<LLMClient> llmClient, List<Role> roles, boolean hasExternalTools)	3-arg constructor — defaults memoryStore, reachabilityTimeout, the V006 tool/filter flags, tenantId, and mcpServerUrls.
	ValidationContext(Optional<LLMClient> llmClient, List<Role> roles, boolean hasExternalTools, Duration reachabilityTimeout)	4-arg constructor — defaults memoryStore, the V006 tool/filter flags, tenantId, and mcpServerUrls.
	ValidationContext(Optional<LLMClient> llmClient, List<Role> roles, boolean hasExternalTools, Optional<MemoryStore> memoryStore, Duration reachabilityTimeout)	5-arg constructor (the pre-0.8.5 primary shape) — defaults the V006 tool/filter flags, tenantId, and mcpServerUrls so existing call sites keep compiling.
	ValidationContext(Optional<LLMClient> llmClient, List<Role> roles, boolean hasExternalTools, Optional<MemoryStore> memoryStore, Duration reachabilityTimeout, boolean hasConfirmationRequiredTool, boolean toolCallFilterSet)	7-arg constructor (the V006 shape) — defaults tenantId and mcpServerUrls so call sites added by issue #234 keep compiling.
	ValidationContext(Optional<LLMClient> llmClient, List<Role> roles, boolean hasExternalTools, Optional<MemoryStore> memoryStore, Duration reachabilityTimeout, boolean hasConfirmationRequiredTool, boolean toolCallFilterSet, Optional<String> tenantId)	8-arg constructor (the V012 shape) — defaults mcpServerUrls so call sites added by issue #235 phase 2 keep compiling.
	ValidationContext(Optional<LLMClient> llmClient, List<Role> roles, boolean hasExternalTools, Optional<MemoryStore> memoryStore, Duration reachabilityTimeout, boolean hasConfirmationRequiredTool, boolean toolCallFilterSet, Optional<String> tenantId, Set<String> mcpServerUrls)	Creates an instance of a ValidationContext record class.

Uses of LLMClient in com.tnsai.llm

Classes in com.tnsai.llm that implement LLMClient

Modifier and Type	Class	Description
class	FallbackLLMClient	LLM client with automatic fallback support.

Methods in com.tnsai.llm that return LLMClient

Modifier and Type	Method	Description
LLMClient	LLMClientProvider.create(String provider, String model, float temperature, Integer maxTokens, Float topP)	Creates an LLM client from the given configuration.
LLMClient	FallbackLLMClient.getPrimary()	Gets the primary client.
LLMClient	LLMResolver.ResolutionResult.llm()	Returns the value of the llm record component.
LLMClient	LLMResolver.ResolutionResult.orThrow(String context)	Gets the LLM or throws if none found.
LLMClient	LLMResolver.Builder.resolve()	Resolves the LLM using the fallback chain.
static LLMClient	LLMResolver.resolveOrThrow(Agent agent, Role role)	Gets the LLM client or throws if none configured.

Methods in com.tnsai.llm that return types with arguments of type LLMClient

Modifier and Type	Method	Description
List<LLMClient>	FallbackLLMClient.getFallbacks()	Gets the fallback clients.
static Optional<LLMClient>	LLMResolver.resolve(Agent agent)	Resolves the LLM client for an agent without role context.
static Optional<LLMClient>	LLMResolver.resolve(Agent agent, Role role)	Resolves the LLM client for the given agent and role.
Optional<LLMClient>	LLMResolver.Builder.resolveOptional()	Resolves the LLM, returning empty if none found.

Methods in com.tnsai.llm with parameters of type LLMClient

Modifier and Type	Method	Description
static Optional<String>	ParallelLLM.ensemble(String prompt, List<LLMClient> llms, LLMClient aggregator)	Gets responses from multiple LLMs and combines them using an aggregator LLM.
FallbackLLMClient.Builder	FallbackLLMClient.Builder.fallback(LLMClient fallback)	Adds a fallback LLM client.
FallbackLLMClient.Builder	FallbackLLMClient.Builder.primary(LLMClient primary)	Sets the primary LLM client.

Method parameters in com.tnsai.llm with type arguments of type LLMClient

Modifier and Type	Method	Description
LLMResolver.Builder	LLMResolver.Builder.agentLLM(Supplier<LLMClient> supplier)	Sets the agent's LLM supplier.
LLMResolver.Builder	LLMResolver.Builder.configFactory(Function<LLMSpecSource,LLMClient> factory)	Sets the factory for creating LLMClient from LLM configuration.
static Optional<ParallelLLM.LLMResult>	ParallelLLM.consensus(String prompt, List<LLMClient> llms, Function<String,Double> scorer)	Gets responses from multiple LLMs and selects the best one using a scoring function.
static Optional<String>	ParallelLLM.ensemble(String prompt, List<LLMClient> llms, LLMClient aggregator)	Gets responses from multiple LLMs and combines them using an aggregator LLM.
static ParallelLLM.ParallelResults	ParallelLLM.fanOut(String prompt, List<LLMClient> llms)	Sends the same prompt to multiple LLMs in parallel and collects all responses.
static ParallelLLM.ParallelResults	ParallelLLM.fanOut(String prompt, List<LLMClient> llms, long timeout, TimeUnit unit)	Sends the same prompt to multiple LLMs in parallel with timeout.
static Optional<ParallelLLM.LLMResult>	ParallelLLM.majorityVote(String prompt, List<LLMClient> llms)	Gets responses from multiple LLMs and selects by majority voting.
static Optional<ParallelLLM.LLMResult>	ParallelLLM.race(String prompt, List<LLMClient> llms, long timeout, TimeUnit unit)	Sends prompt to multiple LLMs, returns the first successful response.

Constructors in com.tnsai.llm with parameters of type LLMClient

Modifier	Constructor	Description
	ResolutionResult(LLMClient llm, LLMResolver.ResolutionSource source)	Creates an instance of a ResolutionResult record class.

Uses of LLMClient in com.tnsai.memory.strategy

Methods in com.tnsai.memory.strategy with parameters of type LLMClient

Modifier and Type	Method	Description
static Function<List<Map<String,Object>>,String>	SummaryStrategy.llmSummarizer(LLMClient llm)	Creates an LLM-based summarizer.
SummaryStrategy.Builder	SummaryStrategy.Builder.summarizer(LLMClient llm)	Uses an LLM for summarization.

Uses of LLMClient in com.tnsai.rag

Methods in com.tnsai.rag with parameters of type LLMClient

Modifier and Type	Method	Description
default ChatKnowledgeContext	RetrievalSpi.prepareChatKnowledge(Object agent, List<KnowledgeEntry> entries, LLMClient llm)	Prepares the DIRECT knowledge an agent's chat turns give.
default void	RetrievalSpi.validateConfiguration(Class<?> targetClass, List<KnowledgeEntry> outer, LLMClient llm)	Validates a target's knowledge once the knowledge around it is known: every action scope resolved against the target's own declarations plus outer, and every DIRECT source measured against its budget.
default void	RetrievalSpi.validateConfiguration(Class<?> targetClass, List<KnowledgeEntry> outer, LLMClient llm, boolean pathsPerRun)	Validates a target's knowledge as RetrievalSpi.validateConfiguration(Class, java.util.List, com.tnsai.llm.LLMClient) does, for a host that locates FILE sources per run.
default void	RetrievalSpi.validateConfiguration(Class<?> targetClass, List<KnowledgeEntry> outer, LLMClient llm, Map<String,List<String>> actionKnowledge)	Validates a target's knowledge as RetrievalSpi.validateConfiguration(Class, java.util.List, com.tnsai.llm.LLMClient) does, with the knowledge of some actions given by name: an action actionKnowledge names sees the entries given there instead of the ones its @ActionSpec names.

Uses of LLMClient in com.tnsai.reasoning

Methods in com.tnsai.reasoning that return LLMClient

Modifier and Type	Method	Description
LLMClient	ReasoningStrategyHandle.ReasoningContext.llm()	Returns the value of the llm record component.

Constructors in com.tnsai.reasoning with parameters of type LLMClient

Modifier	Constructor	Description
	ReasoningContext(LLMClient llm, List<Map<String,Object>> tools, List<Map<String,Object>> history)	Creates an instance of a ReasoningContext record class.

Uses of LLMClient in com.tnsai.roles

Methods in com.tnsai.roles that return LLMClient

Modifier and Type	Method	Description
final LLMClient	Role.getLLM()	Gets the LLM client for this role.

Methods in com.tnsai.roles with parameters of type LLMClient

Modifier and Type	Method	Description
RoleBuilder	RoleBuilder.llm(LLMClient llm)	Sets the LLM client for this role.
final Role	Role.setLLM(LLMClient llm)	Sets the LLM client for this role.

Uses of LLMClient in com.tnsai.skills

Constructors in com.tnsai.skills with parameters of type LLMClient

Modifier	Constructor	Description
	LLMSkillResolver(LLMClient llm)