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Versions in this module

v1

v1.6.0

Mar 6, 2026

Changes in this version

type AgentConfig

+ func (c *AgentConfig) IsPromptEnhancerEnabled() bool

+ type DiscoveredSkill struct

+ Category string

+ Description string

+ ID string

+ Instructions string

+ Name string

+ Tags []string

+ func (s *DiscoveredSkill) GetInstructions() string

+ type EpisodicEvent struct

+ AgentID string

+ Content string

+ Context map[string]any

+ Duration time.Duration

+ ID string

+ Timestamp time.Time

+ Type string

type ErrorCode

+ const ErrAgentExecution

+ const ErrAgentNotFound

+ const ErrInputValidation

+ const ErrLLMResponseEmpty

+ const ErrOutputValidation

+ const ErrProviderNotSupported

+ const ErrTaskNotFound

+ const ErrTaskNotReady

type GuardrailsConfig

+ func (c *GuardrailsConfig) IsEnabled() bool

type LSPConfig

+ func (c *LSPConfig) IsEnabled() bool

type MCPConfig

+ func (c *MCPConfig) IsEnabled() bool

type MemoryConfig

+ func (c *MemoryConfig) IsEnabled() bool

+ type MemoryEntry struct

+ AgentID string

+ Content string

+ Key string

+ Metadata map[string]any

+ Timestamp time.Time

type ObservabilityConfig

+ func (c *ObservabilityConfig) IsEnabled() bool

type PromptEnhancerConfig

+ func (c *PromptEnhancerConfig) IsEnabled() bool

type ReflectionConfig

+ func (c *ReflectionConfig) IsEnabled() bool

type SkillsConfig

+ func (c *SkillsConfig) IsEnabled() bool

type ToolSelectionConfig

+ func (c *ToolSelectionConfig) IsEnabled() bool

v1.5.0

Mar 6, 2026

Changes in this version

type MemoryKind

+ const MemoryObservational

v1.4.6

Mar 3, 2026

Changes in this version

+ func AgentID(ctx context.Context) (string, bool)

+ func LLMProvider(ctx context.Context) (string, bool)

+ func LLMRoutePolicy(ctx context.Context) (string, bool)

+ func ParentRunID(ctx context.Context) (string, bool)

+ func SpanID(ctx context.Context) (string, bool)

+ func WithAgentID(ctx context.Context, agentID string) context.Context

+ func WithLLMProvider(ctx context.Context, provider string) context.Context

+ func WithLLMRoutePolicy(ctx context.Context, routePolicy string) context.Context

+ func WithParentRunID(ctx context.Context, parentRunID string) context.Context

+ func WithSpanID(ctx context.Context, spanID string) context.Context

type AgentConfig

+ Runtime RuntimeConfig

+ func (c *AgentConfig) IsLSPEnabled() bool

+ type AgentEventType string

+ const AgentEventApprovalRequested

+ const AgentEventApprovalResponded

+ const AgentEventFeedback

+ const AgentEventRunComplete

+ const AgentEventRunError

+ const AgentEventRunStart

+ const AgentEventStateChange

+ const AgentEventSubagentCompleted

+ const AgentEventToolCall

+ type AvatarDriveMode string

+ const AvatarDriveModeAudio

+ const AvatarDriveModeText

+ const AvatarDriveModeVideo

+ func (m AvatarDriveMode) IsValid() bool

+ type ExecutionStatus string

+ const ExecutionStatusCancelled

+ const ExecutionStatusCompleted

+ const ExecutionStatusFailed

+ const ExecutionStatusPending

+ const ExecutionStatusRunning

+ const ExecutionStatusTimeout

+ func (s ExecutionStatus) IsTerminal() bool

type ExtensionsConfig

+ LSP *LSPConfig

type GuardrailsConfig

+ OnInputFailure string

+ OnOutputFailure string

+ type LSPConfig struct

+ Enabled bool

+ type MemoryKind string

+ const MemoryLongTerm

+ const MemoryShortTerm

type MemoryRecord

+ Kind MemoryKind

+ type NarrationProfile struct

+ Emotion string

+ Language string

+ PauseMS int

+ Pitch float64

+ Rate float64

+ Style string

+ Voice string

+ Volume float64

+ type RAGEvalMetrics struct

+ AnswerRelevancy float64

+ ContextRelevance float64

+ Faithfulness float64

+ MRR float64

+ RecallAtK float64

+ type RetrievalMetricsContract struct

+ ContextTokens int

+ HitCount int

+ RerankLatencyMS int64

+ RetrievalLatencyMS int64

+ TopK int

+ Trace RetrievalTrace

+ type RetrievalRecord struct

+ Content string

+ DocID string

+ Score float64

+ Source string

+ Trace RetrievalTrace

+ type RetrievalTrace struct

+ RunID string

+ SpanID string

+ TraceID string

+ type RuntimeConfig struct

+ MaxReActIterations int

+ SystemPrompt string

+ ToolModel string

+ Tools []string

+ type SkillCategory string

+ const SkillCategoryAutomation

+ const SkillCategoryCoding

+ const SkillCategoryCommunication

+ const SkillCategoryData

+ const SkillCategoryReasoning

+ const SkillCategoryResearch

+ type VideoGenerationMode string

+ const VideoModeImageToVideo

+ const VideoModeTextToVideo

+ func (m VideoGenerationMode) IsValid() bool

+ type WorkflowNodeEventType string

+ const WorkflowNodeEventComplete

+ const WorkflowNodeEventError

+ const WorkflowNodeEventStart

v1.3.0

Feb 26, 2026

v1.2.0

Feb 25, 2026

Changes in this version

+ type Annotation struct

+ EndIndex int

+ StartIndex int

+ Title string

+ Type string

+ URL string

type Message

+ Annotations []Annotation

+ IsToolError bool

+ ReasoningContent *string

+ Refusal *string

+ ThinkingBlocks []ThinkingBlock

+ Videos []VideoContent

+ func NewDeveloperMessage(content string) Message

type Role

+ const RoleDeveloper

+ type ThinkingBlock struct

+ Signature string

+ Thinking string

type ToolResult

+ FromCache bool

+ func (tr ToolResult) ToJSON() string

+ type VideoContent struct

+ FPS *float64

+ URL string

v1.1.0

Feb 24, 2026

v1.0.0

Feb 23, 2026

Changes in this version

+ func Roles(ctx context.Context) ([]string, bool)

+ func WithRoles(ctx context.Context, roles []string) context.Context

+ type Executor interface

+ Execute func(ctx context.Context, input any) (any, error)

+ ID func() string

+ type Named interface

+ Name func() string

+ type TokenCounter interface

+ CountTokens func(text string) int

v0

v0.2.0

Feb 20, 2026

v0.1.0

Feb 20, 2026

Changes in this version

+ func IsErrorCode(err error, code ErrorCode) bool

+ func IsRetryable(err error) bool

+ func LLMModel(ctx context.Context) (string, bool)

+ func PromptBundleVersion(ctx context.Context) (string, bool)

+ func RunID(ctx context.Context) (string, bool)

+ func TenantID(ctx context.Context) (string, bool)

+ func TraceID(ctx context.Context) (string, bool)

+ func UserID(ctx context.Context) (string, bool)

+ func WithLLMModel(ctx context.Context, model string) context.Context

+ func WithPromptBundleVersion(ctx context.Context, version string) context.Context

+ func WithRunID(ctx context.Context, runID string) context.Context

+ func WithTenantID(ctx context.Context, tenantID string) context.Context

+ func WithTraceID(ctx context.Context, traceID string) context.Context

+ func WithUserID(ctx context.Context, userID string) context.Context

+ type AgentConfig struct

+ Core CoreConfig

+ Extensions ExtensionsConfig

+ Features FeaturesConfig

+ LLM LLMConfig

+ Metadata map[string]string

+ func (c *AgentConfig) IsGuardrailsEnabled() bool

+ func (c *AgentConfig) IsMCPEnabled() bool

+ func (c *AgentConfig) IsMemoryEnabled() bool

+ func (c *AgentConfig) IsObservabilityEnabled() bool

+ func (c *AgentConfig) IsReflectionEnabled() bool

+ func (c *AgentConfig) IsSkillsEnabled() bool

+ func (c *AgentConfig) IsToolSelectionEnabled() bool

+ func (c *AgentConfig) Validate() error

+ type CoreConfig struct

+ Description string

+ ID string

+ Name string

+ Type string

+ type EnhancedMemoryExtension interface

+ Consolidate func(ctx context.Context) error

+ Decay func(ctx context.Context) error

+ RetrieveByRelevance func(ctx context.Context, query string, topK int) ([]MemoryRecord, error)

+ StoreWithImportance func(ctx context.Context, content string, importance float64) error

+ type Error struct

+ Cause error

+ Code ErrorCode

+ HTTPStatus int

+ Message string

+ Provider string

+ Retryable bool

+ func AsError(err error) (*Error, bool)

+ func NewAuthenticationError(message string) *Error

+ func NewError(code ErrorCode, message string) *Error

+ func NewInternalError(message string) *Error

+ func NewInvalidRequestError(message string) *Error

+ func NewNotFoundError(message string) *Error

+ func NewRateLimitError(message string) *Error

+ func NewServiceUnavailableError(message string) *Error

+ func NewTimeoutError(message string) *Error

+ func WrapError(err error, code ErrorCode, message string) *Error

+ func WrapErrorf(err error, code ErrorCode, format string, args ...any) *Error

+ func (e *Error) Error() string

+ func (e *Error) Unwrap() error

+ func (e *Error) WithCause(cause error) *Error

+ func (e *Error) WithHTTPStatus(status int) *Error

+ func (e *Error) WithProvider(provider string) *Error

+ func (e *Error) WithRetryable(retryable bool) *Error

+ type ErrorCode string

+ const ErrAgentBusy

+ const ErrAgentNotReady

+ const ErrAuthentication

+ const ErrCompressionFailed

+ const ErrContentFiltered

+ const ErrContextOverflow

+ const ErrContextTooLong

+ const ErrForbidden

+ const ErrGuardrailsViolated

+ const ErrInternalError

+ const ErrInvalidRequest

+ const ErrInvalidTransition

+ const ErrModelNotFound

+ const ErrModelOverloaded

+ const ErrProviderNotSet

+ const ErrProviderUnavailable

+ const ErrQuotaExceeded

+ const ErrRateLimit

+ const ErrRateLimited

+ const ErrRoutingUnavailable

+ const ErrServiceUnavailable

+ const ErrTimeout

+ const ErrTokenizerError

+ const ErrToolValidation

+ const ErrUnauthorized

+ const ErrUpstreamError

+ const ErrUpstreamTimeout

+ func GetErrorCode(err error) ErrorCode

+ type EstimateTokenizer struct

+ func NewEstimateTokenizer() *EstimateTokenizer

+ func (t *EstimateTokenizer) CountMessageTokens(msg Message) int

+ func (t *EstimateTokenizer) CountMessagesTokens(msgs []Message) int

+ func (t *EstimateTokenizer) CountTokens(text string) int

+ func (t *EstimateTokenizer) EstimateToolTokens(tools []ToolSchema) int

+ type ExtensionRegistry struct

+ EnhancedMemory EnhancedMemoryExtension

+ Guardrails GuardrailsExtension

+ MCP MCPExtension

+ Observability ObservabilityExtension

+ PromptEnhancer PromptEnhancerExtension

+ Reflection ReflectionExtension

+ Skills SkillsExtension

+ ToolSelection ToolSelectionExtension

+ func (r *ExtensionRegistry) HasEnhancedMemory() bool

+ func (r *ExtensionRegistry) HasGuardrails() bool

+ func (r *ExtensionRegistry) HasMCP() bool

+ func (r *ExtensionRegistry) HasObservability() bool

+ func (r *ExtensionRegistry) HasPromptEnhancer() bool

+ func (r *ExtensionRegistry) HasReflection() bool

+ func (r *ExtensionRegistry) HasSkills() bool

+ func (r *ExtensionRegistry) HasToolSelection() bool

+ type ExtensionsConfig struct

+ MCP *MCPConfig

+ Observability *ObservabilityConfig

+ Skills *SkillsConfig

+ type FeaturesConfig struct

+ Guardrails *GuardrailsConfig

+ Memory *MemoryConfig

+ PromptEnhancer *PromptEnhancerConfig

+ Reflection *ReflectionConfig

+ ToolSelection *ToolSelectionConfig

+ type GuardrailsConfig struct

+ BlockedKeywords []string

+ Enabled bool

+ InjectionDetection bool

+ MaxInputLength int

+ MaxRetries int

+ PIIDetection bool

+ func DefaultGuardrailsConfig() *GuardrailsConfig

+ type GuardrailsExtension interface

+ FilterOutput func(ctx context.Context, output string) (string, error)

+ ValidateInput func(ctx context.Context, input string) (*ValidationResult, error)

+ ValidateOutput func(ctx context.Context, output string) (*ValidationResult, error)

+ type ImageContent struct

+ Data string

+ Type string

+ URL string

+ type JSONSchema struct

+ AdditionalProperties *bool

+ Const any

+ Default any

+ Description string

+ Enum []any

+ Format StringFormat

+ Items *JSONSchema

+ MaxItems *int

+ MaxLength *int

+ Maximum *float64

+ MinItems *int

+ MinLength *int

+ Minimum *float64

+ Pattern string

+ Properties map[string]*JSONSchema

+ Required []string

+ Schema string

+ Title string

+ Type SchemaType

+ func FromJSON(data []byte) (*JSONSchema, error)

+ func NewArraySchema(items *JSONSchema) *JSONSchema

+ func NewBooleanSchema() *JSONSchema

+ func NewEnumSchema(values ...any) *JSONSchema

+ func NewIntegerSchema() *JSONSchema

+ func NewNumberSchema() *JSONSchema

+ func NewObjectSchema() *JSONSchema

+ func NewStringSchema() *JSONSchema

+ func (s *JSONSchema) AddProperty(name string, prop *JSONSchema) *JSONSchema

+ func (s *JSONSchema) AddRequired(names ...string) *JSONSchema

+ func (s *JSONSchema) ToJSON() ([]byte, error)

+ func (s *JSONSchema) WithDescription(desc string) *JSONSchema

+ type LLMConfig struct

+ MaxTokens int

+ Model string

+ Provider string

+ Stop []string

+ Temperature float32

+ TopP float32

+ type MCPConfig struct

+ AuthToken string

+ Enabled bool

+ Endpoint string

+ Timeout time.Duration

+ type MCPExtension interface

+ Connect func(ctx context.Context, endpoint string) error

+ Disconnect func(ctx context.Context) error

+ IsConnected func() bool

+ SendMessage func(ctx context.Context, message any) (any, error)

+ type MemoryCategory string

+ const MemoryEpisodic

+ const MemoryProcedural

+ const MemorySemantic

+ const MemoryWorking

+ type MemoryConfig struct

+ DecayEnabled bool

+ EnableEpisodic bool

+ EnableLongTerm bool

+ Enabled bool

+ MaxShortTermSize int

+ ShortTermTTL time.Duration

+ func DefaultMemoryConfig() *MemoryConfig

+ type MemoryQuery struct

+ AgentID string

+ Category MemoryCategory

+ MinScore float64

+ Query string

+ TimeRange *TimeRange

+ TopK int

+ type MemoryRecord struct

+ AccessCount int

+ AgentID string

+ Category MemoryCategory

+ Content string

+ CreatedAt time.Time

+ Embedding []float32

+ ExpiresAt *time.Time

+ ID string

+ Importance float64

+ LastAccess time.Time

+ Metadata map[string]any

+ Relations []string

+ VectorID string

+ type MemoryStats struct

+ ByCategory map[string]int

+ NewestRecord time.Time

+ OldestRecord time.Time

+ TotalRecords int

+ TotalSizeBytes int64

+ type Message struct

+ Content string

+ Images []ImageContent

+ Metadata any

+ Name string

+ Role Role

+ Timestamp time.Time

+ ToolCallID string

+ ToolCalls []ToolCall

+ func NewAssistantMessage(content string) Message

+ func NewMessage(role Role, content string) Message

+ func NewSystemMessage(content string) Message

+ func NewToolMessage(toolCallID, name, content string) Message

+ func NewUserMessage(content string) Message

+ func (m Message) WithImages(images []ImageContent) Message

+ func (m Message) WithMetadata(metadata any) Message

+ func (m Message) WithToolCalls(calls []ToolCall) Message

+ type ObservabilityConfig struct

+ Enabled bool

+ LogLevel string

+ MetricsEnabled bool

+ ServiceName string

+ TracingEnabled bool

+ func DefaultObservabilityConfig() *ObservabilityConfig

+ type ObservabilityExtension interface

+ LogEvent func(level string, message string, fields map[string]any)

+ RecordMetric func(name string, value float64, tags map[string]string)

+ StartSpan func(ctx context.Context, name string) (context.Context, SpanHandle)

+ type PromptEnhancerConfig struct

+ Enabled bool

+ Mode string

+ func DefaultPromptEnhancerConfig() *PromptEnhancerConfig

+ type PromptEnhancerExtension interface

+ Enhance func(ctx context.Context, prompt string, context map[string]any) (string, error)

+ GetEnhancementMode func() string

+ type ReflectionConfig struct

+ CriticPrompt string

+ Enabled bool

+ MaxIterations int

+ MinQuality float64

+ func DefaultReflectionConfig() *ReflectionConfig

+ type ReflectionExtension interface

+ ExecuteWithReflection func(ctx context.Context, input any) (any, error)

+ IsEnabled func() bool

+ type Role string

+ const RoleAssistant

+ const RoleSystem

+ const RoleTool

+ const RoleUser

+ type SchemaType string

+ const SchemaTypeArray

+ const SchemaTypeBoolean

+ const SchemaTypeInteger

+ const SchemaTypeNull

+ const SchemaTypeNumber

+ const SchemaTypeObject

+ const SchemaTypeString

+ type SkillsConfig struct

+ AutoLoad bool

+ Enabled bool

+ MaxLoaded int

+ SkillPaths []string

+ type SkillsExtension interface

+ ExecuteSkill func(ctx context.Context, name string, input any) (any, error)

+ ListSkills func() []string

+ LoadSkill func(ctx context.Context, name string) error

+ type SpanHandle interface

+ End func()

+ RecordError func(err error)

+ SetAttribute func(key string, value any)

+ type StringFormat string

+ const FormatDate

+ const FormatDateTime

+ const FormatEmail

+ const FormatTime

+ const FormatURI

+ const FormatUUID

+ type TimeRange struct

+ End time.Time

+ Start time.Time

+ type TokenUsage struct

+ CompletionTokens int

+ Cost float64

+ PromptTokens int

+ TotalTokens int

+ func (u *TokenUsage) Add(other TokenUsage)

+ type Tokenizer interface

+ CountMessageTokens func(msg Message) int

+ CountMessagesTokens func(msgs []Message) int

+ CountTokens func(text string) int

+ EstimateToolTokens func(tools []ToolSchema) int

+ type ToolCall struct

+ Arguments json.RawMessage

+ ID string

+ Name string

+ type ToolResult struct

+ Duration time.Duration

+ Error string

+ Name string

+ Result json.RawMessage

+ ToolCallID string

+ func (tr ToolResult) IsError() bool

+ func (tr ToolResult) ToMessage() Message

+ type ToolSchema struct

+ Description string

+ Name string

+ Parameters json.RawMessage

+ Version string

+ type ToolSelectionConfig struct

+ Enabled bool

+ MaxTools int

+ SimilarityThreshold float64

+ Strategy string

+ func DefaultToolSelectionConfig() *ToolSelectionConfig

+ type ToolSelectionExtension interface

+ GetSelectionStrategy func() string

+ SelectTools func(ctx context.Context, query string, candidates []ToolSchema) ([]ToolSchema, error)

+ type ValidationError struct

+ Code string

+ Field string

+ Message string

+ type ValidationResult struct

+ Errors []ValidationError

+ Filtered string

+ Valid bool

+ Warnings []string

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