Uses of Package
com.tnsai.llm

Packages that use com.tnsai.llm

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.hooks.events
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

Classes in com.tnsai.llm used by com.tnsai.agents

Class	Description
ChatChunk	Represents a single chunk in a streaming LLM response.
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.agents.chat

Class	Description
ChatResponse	Represents a chat response from an LLM, potentially including tool calls.
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.agents.ensemble

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.
ParallelLLM.LLMResult	Result of a parallel LLM call.
ParallelLLM.ParallelResults	Aggregated results from multiple LLMs.

Classes in com.tnsai.llm used by com.tnsai.agents.execution

Class	Description
ChatResponse	Represents a chat response from an LLM, potentially including tool calls.
ChatResponse.ToolCall	Represents a tool/function call from the LLM.
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.agents.init

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.agents.orchestration

Class	Description
ChatChunk	Represents a single chunk in a streaming LLM response.
ChatResponse	Represents a chat response from an LLM, potentially including tool calls.
ChatResponse.ToolCall	Represents a tool/function call from the LLM.
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.agents.streaming

Class	Description
ChatChunk	Represents a single chunk in a streaming LLM response.
ChatResponse.ToolCall	Represents a tool/function call from the LLM.
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.agents.validation

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.hooks.events

Class	Description
ChatChunk	Represents a single chunk in a streaming LLM response.

Classes in com.tnsai.llm used by com.tnsai.llm

Class	Description
ChatChunk	Represents a single chunk in a streaming LLM response.
ChatChunk.ChunkType	The type of streaming chunk.
ChatChunk.FinishReason	The reason why generation stopped.
ChatRequest	Unified request model for LLM chat operations.
ChatRequest.Builder	Fluent builder for ChatRequest.
ChatResponse	Represents a chat response from an LLM, potentially including tool calls.
ChatResponse.ToolCall	Represents a tool/function call from the LLM.
FallbackLLMClient	LLM client with automatic fallback support.
FallbackLLMClient.Builder	Builder for FallbackLLMClient.
LLMCapabilities	Describes the capabilities of an LLM provider/model.
LLMCapabilities.Modality	Input modalities the model can process.
LLMClient	Base interface for LLM (Large Language Model) client implementations.
LLMClientProvider	SPI for creating LLM clients from provider configuration.
LLMResolver.Builder	Builder for LLM resolution with full fallback chain support.
LLMResolver.LLMSpec	LLM configuration record for passing model settings.
LLMResolver.ResolutionResult	Result of LLM resolution with source tracking.
LLMResolver.ResolutionSource	Source of the resolved LLM in the fallback chain.
LLMSpecSource	Common interface for LLM configuration sources.
ModelCapabilities	Default implementation of LLMCapabilities with builder pattern.
ModelInfo	Represents information about an LLM model from a provider's API.
ModelInfo.Builder
ParallelLLM.LLMResult	Result of a parallel LLM call.
ParallelLLM.ParallelResults	Aggregated results from multiple LLMs.

Classes in com.tnsai.llm used by com.tnsai.memory.strategy

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.rag

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.reasoning

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.roles

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.

Classes in com.tnsai.llm used by com.tnsai.skills

Class	Description
LLMClient	Base interface for LLM (Large Language Model) client implementations.