pinecone

Documentation

Index

• type Metric
• type Option
  • func WithAPIKey(apiKey string) Option
  • func WithDimensions(dimensions int) Option
  • func WithEnvironment(environment string) Option
  • func WithIndexName(indexName string) Option
  • func WithMetric(metric Metric) Option
  • func WithNamespace(namespace string) Option
  • func WithPodType(podType string) Option
  • func WithPods(pods int) Option
• type SparseValues
• type VectorStore
  • func NewVectorStore(ctx context.Context, embeddings llmcomposer.Embeddings, opts ...Option) (*VectorStore, error)
  • func (s *VectorStore) AddDocuments(ctx context.Context, documents ...llmcomposer.Document) error
  • func (s *VectorStore) SimilaritySearch(ctx context.Context, query string, k int) ([]llmcomposer.Document, error)
  • func (s *VectorStore) SimilaritySearchVectorWithScore(ctx context.Context, query []float32, k int) ([]llmcomposer.ScoredDocument, error)

Types

type Metric

type Metric string

const (
	Euclidean  Metric = "euclidean"
	Cosine     Metric = "cosine"
	DotProduct Metric = "dotproduct"
)

type Option

type Option func(*VectorStore)

func WithAPIKey

func WithAPIKey(apiKey string) Option

func WithDimensions

func WithDimensions(dimensions int) Option

func WithEnvironment

func WithEnvironment(environment string) Option

func WithIndexName

func WithIndexName(indexName string) Option

func WithMetric

func WithMetric(metric Metric) Option

func WithNamespace

func WithNamespace(namespace string) Option

func WithPodType

func WithPodType(podType string) Option

func WithPods

func WithPods(pods int) Option

type SparseValues

type SparseValues struct {
	Indices []int     `json:"indices"`
	Values  []float32 `json:"values"`
}

type VectorStore

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

func NewVectorStore

func NewVectorStore(ctx context.Context, embeddings llmcomposer.Embeddings, opts ...Option) (*VectorStore, error)

func (*VectorStore) AddDocuments

func (s *VectorStore) AddDocuments(ctx context.Context, documents ...llmcomposer.Document) error

func (*VectorStore) SimilaritySearch

func (s *VectorStore) SimilaritySearch(ctx context.Context, query string, k int) ([]llmcomposer.Document, error)

func (*VectorStore) SimilaritySearchVectorWithScore

func (s *VectorStore) SimilaritySearchVectorWithScore(ctx context.Context, query []float32, k int) ([]llmcomposer.ScoredDocument, error)