Module Summary

The framework publishes 13 runtime modules. The root Maven reactor also builds tnsai-bom for dependency management and tnsai-rewrite for build-time OpenRewrite migration recipes. Those two artifacts are not runtime modules.

Module	Purpose	Key Classes
Core	Agent lifecycle, roles, actions, events, SPI, tool dispatch	Agent, AgentBuilder, Role, ActionExecutor, ToolMethodRegistry, ToolMethodDispatcher
LLM	Provider-agnostic LLM abstraction + streaming	LLMClient, ChatRequest, ChatResponse, ChatChunk
Coordination	Multi-agent groups, protocols, voting	AgentGroup, ProtocolManager, LeaderElection
Intelligence	Planning, reasoning, context management, learning	PlannerHandle, ReasoningStrategy, KnowledgeBase
RAG	Retrieval strategies, document chunking, content extraction	RAGPipeline, RAGStrategy, Reranker
Quality	Observability, security, validation	AgentTrace, SecurityEnforcer, InvariantChecker
Evaluation	Evaluators, benchmarks, quality gates	Evaluator, BenchmarkRunner, QualityGate, EvalTest
Tools	63 POJO toolkits (209 @Tool methods) across 29 categories	CsvTools, JsonTools, PdfTools, WebSearchTools, AcademicTools, …
MCP	Model Context Protocol client/server	McpClient, McpServer, McpTransport, TnsAIToolProvider
Server	WebSocket backend, RAG pipeline, tool approval	TnsServer, ServerFileTools, ServerShellTools, ServerGitTools
Channels	External messaging adapters	ChannelAdapter, InboundMessage, OutboundMessage
Payments	x402 payments, requirements, wallets, settlement	X402Config, PaymentRequirement, Wallet
Integration	Cross-module integration tests	End-to-end scenarios

When to Use What

Minimal Agent (Core + LLM)

tnsai-core + tnsai-llm

Chat-capable agent with roles and actions. No tools, no coordination.

Agent with Tools (+ Tools)

tnsai-core + tnsai-llm + tnsai-tools

Agent can search the web, read files, execute code, query databases.

Multi-Agent System (+ Coordination)

tnsai-core + tnsai-llm + tnsai-coordination

Agent groups, leader election, negotiation protocols, task delegation.

Smart Agent (+ Intelligence + RAG)

tnsai-core + tnsai-llm + tnsai-intelligence + tnsai-rag

GOAP/HTN planning, ReAct/ToT reasoning, RAG retrieval, learning from feedback.

Production Agent (+ Quality + Evaluation)

tnsai-core + tnsai-llm + tnsai-quality + tnsai-evaluation

OpenTelemetry tracing, security enforcement, automated evaluation, quality gates.

Agent that pays (+ Payments)

tnsai-core + tnsai-llm + tnsai-payments

x402 settlement via X402PaymentBroker / Wallet. Free internal traffic keeps the default PaymentBroker.noOp() in core. Pull this module when the agent must quote, sign, or settle.

Full Stack

all 13 runtime modules

WebSocket API, session management, RAG pipeline, tool approval UI.

Module Dependencies

Module	Depends On
Core	None (foundation)
LLM	Core
Coordination	Core
Intelligence	Core, Coordination (runtime)
RAG	Core
Quality	Core, LLM
Evaluation	Core, Quality
Tools	Core, Quality
MCP	Core
Channels	Core
Payments	Core
Integration	All
Server	Core, LLM, Coordination (runtime), Quality

Module Overview