memory

type Config struct {
	ApiKey          string  // OpenAI API Key (or ${OPENAI_API_KEY})
	EmbeddingModel  string  // OpenAI model: text-embedding-3-small/large
	EmbeddingServer string  // Local embedding service URL
	EmbeddingDim    int     // Embedding dimension (auto-detected)
	MaxResults      int     // Max results (default 5)
	MinScore        float32 // Minimum similarity score (default 0.7)
	HNSWPath        string  // HNSW index file path
	HybridEnabled   bool    // Enable hybrid search (default true)
	VectorWeight    float32 // Vector weight (default 0.7)
	TextWeight      float32 // Keyword weight (default 0.3)
	CandidateMult   int     // Candidate multiplier (default 4)
}

type EmbeddingProvider interface {
	Embed(text string) ([]float32, error)
	Dim() int
	Name() string
}

type HNSWConfig struct {
	Dim         int
	M           int
	EfSearch    int
	EfConstruct int
	Distance    string
	StoragePath string
}

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

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

type MemoryEntry struct {
	ID         string
	Text       string
	Vector     []float32
	Importance float64
	Category   string
	Source     string
	CreatedAt  int64
	UpdatedAt  int64
}

type MemoryResult struct {
	Entry   MemoryEntry
	Score   float32 // Similarity score (0-1)
	Matched bool    // Whether matched
}

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

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