rag

type Chunk struct {
	Text    string
	Section string
	Index   int
}

type ChunkConfig struct {
	Size    int // Characters per chunk
	Overlap int // Overlap between chunks
}

type IngestConfig struct {
	Directory  string
	Collection string
	Recreate   bool
	Verbose    bool
	BatchSize  int
	Chunk      ChunkConfig
}

type IngestProgress func(file string, chunks int, total int)

type IngestStats struct {
	Files  int
	Chunks int
	Errors int
}

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

type OllamaConfig struct {
	Host  string
	Port  int
	Model string
}

type Point struct {
	ID      string
	Vector  []float32
	Payload map[string]any
}

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

type QdrantConfig struct {
	Host   string
	Port   int
	APIKey string
	UseTLS bool
}

type QueryConfig struct {
	Collection string
	Limit      uint64
	Threshold  float32 // Minimum similarity score (0-1)
	Category   string  // Filter by category
}

type QueryResult struct {
	Text       string
	Source     string
	Section    string
	Category   string
	ChunkIndex int
	Score      float32
}

type SearchResult struct {
	ID      string
	Score   float32
	Payload map[string]any
}