API 参考总览

kagent-ts 通过单一的入口文件导出所有公共 API。

导入方式

// 从主入口导入所有内容
import {
  // Agent
  ReActAgent, PlanSolveAgent, FusionAgent, OrchestratorAgent, Agent,
  // LLM
  OpenAIProvider, AnthropicProvider, FallbackProvider, RateLimitedProvider,
  ModelRouter, createLLMProvider, TokenBudget,
  // Tools
  ToolRegistry, CircuitBreaker, BUILTIN_TOOLS, BUILTIN_TOOL_NAMES,
  // Messages
  Message, Role,
  // Session
  SessionManager,
  // Skills
  SkillManager, FileSkillLoader,
  // MCP
  McpClientManager,
  // RAG
  RAGManager, OpenAIEmbeddingProvider, InMemoryVectorStore,
  // SubAgent
  SubAgentManager, SubAgentLoader,
  // Memory
  MemoryManager,
  // Reflection
  ReflectionAgent, ErrorNotebook, createReflectionHook,
  // Security
  wrapUntrusted, detectInjectionSignatures, buildInjectionWarning,
  // Eval
  ToolCallEvaluator, EvalRunner, Benchmark,
  // Utils
  countTokens, countMessageTokens,
  // Logging
  Logger, ConsoleLogger, SilentLogger,
} from 'kagent-ts'

模块导航

模块	说明	文档
Agent 类	ReAct / Plan-Solve / Fusion / Orchestrator	API - Agent
LLM Provider	OpenAI / Anthropic / Fallback / RateLimiter / Router	API - LLM
Tool 系统	Registry / CircuitBreaker / Validator / Filters	API - Tools
Message 类型	Message / Role / ToolCall	API - Messages
Session	SessionManager / SessionState	API - Session
Context & Compression	ContextManager / ProgressiveCompressor	API - Context
Skills	SkillManager / FileSkillLoader / Skill	指南 - Skills
SubAgent	SubAgentManager / SubAgentLoader	指南 - SubAgent
MCP	McpClientManager / McpServerConfig	指南 - MCP
RAG	RAGManager / OpenAIEmbeddingProvider / InMemoryVectorStore	指南 - RAG
Memory	MemoryManager / Memory	指南 - Memory
Reflection	ReflectionAgent / ErrorNotebook	指南 - Reflection
Security	wrapUntrusted / detectInjectionSignatures	指南 - Security
Eval	ToolCallEvaluator / EvalRunner / Benchmark	指南 - Eval
Trace	TraceLogger	指南 - Trace

主要类型一览

// Agent 配置
type AgentConfig
type ReActAgentConfig
type PlanSolveAgentConfig
type FusionAgentConfig
type OrchestratorAgentConfig

// LLM Provider
type LLMProvider
type LLMResponse
type OpenAIConfig
type AnthropicConfig
type ModelRouterConfig
type TokenBudgetConfig

// RAG
type RAGConfig
type RAGDocument
type RAGChunk
type EmbeddingProvider
type VectorStore
type RAGSearchResult

// 工具系统
type Tool
type ToolResult
type ToolFilter
type ToolErrorTrace

下一步

• API - Agent — Agent 类的完整 API
• API - LLM — LLM Provider 的完整 API
• API - Tools — Tool 系统的完整 API