context

type Cache struct {
	// contains filtered or unexported fields
}

type CacheItem struct {
	Key        string
	Value      interface{}
	Expiration time.Time
}

type CacheWithTTL struct {
	// contains filtered or unexported fields
}

type Interaction struct {
	Type      string                 `json:"type"`
	SessionID string                 `json:"session_id"`
	Items     []string               `json:"items"`
	Feedback  string                 `json:"feedback"`
	Time      time.Time              `json:"time"`
	Metadata  map[string]interface{} `json:"metadata"`
}

type KnowledgeEntry struct {
	ID        string
	Content   string
	Embedding []float64
	Metadata  map[string]interface{}
}

type LRUCache struct {
	// contains filtered or unexported fields
}

type LRUItem struct {
	Key   string
	Value interface{}
	// contains filtered or unexported fields
}

type Message struct {
	Role    string    `json:"role"`
	Content string    `json:"content"`
	Time    time.Time `json:"time"`
}

type Option func(*RAG)

type Preference struct {
	Category  string    `json:"category"`
	Value     string    `json:"value"`
	Score     float64   `json:"score"`
	UpdatedAt time.Time `json:"updated_at"`
}

type RAG struct {
	// contains filtered or unexported fields
}

type ResultRecord struct {
	Type      string                 `json:"type"`
	Content   string                 `json:"content"`
	Score     float64                `json:"score"`
	Metadata  map[string]interface{} `json:"metadata"`
	Timestamp time.Time              `json:"timestamp"`
}

type SessionData struct {
	SessionID  string
	UserID     string
	Messages   []Message
	Context    map[string]interface{}
	AccessedAt time.Time
	CreatedAt  time.Time
}

type SessionMemory struct {
	// contains filtered or unexported fields
}

type StepRecord struct {
	Name      string                 `json:"name"`
	Input     string                 `json:"input"`
	Output    string                 `json:"output"`
	Duration  time.Duration          `json:"duration"`
	Metadata  map[string]interface{} `json:"metadata"`
	Timestamp time.Time              `json:"timestamp"`
}

type StyleEntry struct {
	Style      []string  `json:"style"`
	Occasion   string    `json:"occasion"`
	Confidence float64   `json:"confidence"`
	Time       time.Time `json:"time"`
}

type TaskData struct {
	TaskID     string
	SessionID  string
	UserID     string
	Input      string
	Output     string
	Context    map[string]interface{}
	Steps      []StepRecord
	Results    []ResultRecord
	CreatedAt  time.Time
	AccessedAt time.Time
}

type TaskMemory struct {
	// contains filtered or unexported fields
}

type UserData struct {
	UserID         string
	Profile        *models.UserProfile
	Preferences    []Preference
	History        []Interaction
	StyleEvolution []StyleEntry
	LastUpdated    time.Time
	CreatedAt      time.Time
}

type UserMemory struct {
	// contains filtered or unexported fields
}

type VectorIndex struct {
	// contains filtered or unexported fields
}

type VectorSearcher interface {
	Search(ctx context.Context, table string, query []float64, limit int) ([]*postgres.SearchResult, error)
	AddEmbedding(ctx context.Context, table, id string, embedding []float64, metadata map[string]any) error
	DeleteEmbedding(ctx context.Context, table, id string) error
	CreateVectorTable(ctx context.Context, table string, metadataSchema string) error
}