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embeddings

package

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Versions in this module

v0

v0.4.31

Jan 22, 2025

v0.4.30

Jan 21, 2025

Changes in this version

+ type DiskCacheEntry struct

+ Embedding []float32

+ TextPrefix string

+ type DiskCacheProvider struct

+ func NewDiskCacheProvider(provider Provider, opts ...Option) (*DiskCacheProvider, error)

+ func (p *DiskCacheProvider) ClearCache() error

+ func (p *DiskCacheProvider) GenerateEmbedding(ctx context.Context, text string) ([]float32, error)

+ func (p *DiskCacheProvider) GetCachedEntry(text string) (*DiskCacheEntry, error)

+ func (p *DiskCacheProvider) GetModel() EmbeddingModel

+ type Option func(*DiskCacheProvider)

+ func WithDirectory(dir string) Option

+ func WithMaxEntries(count int) Option

+ func WithMaxSize(size int64) Option

v0.4.29

Jan 5, 2025

v0.4.28

Dec 31, 2024

v0.4.27

Dec 30, 2024

v0.4.26

Dec 30, 2024

Changes in this version

+ type CachedProvider struct

+ func NewCachedProvider(provider Provider, maxSize int) *CachedProvider

+ func (c *CachedProvider) ClearCache()

+ func (c *CachedProvider) GenerateEmbedding(ctx context.Context, text string) ([]float32, error)

+ func (c *CachedProvider) GetModel() EmbeddingModel

+ func (c *CachedProvider) MaxSize() int

+ func (c *CachedProvider) Size() int

type SettingsFactory

+ func (f *SettingsFactory) NewCachedProvider(maxSize int) (Provider, error)

v0.4.25

Dec 12, 2024

Changes in this version

+ type EmbeddingModel struct

+ Dimensions int

+ Name string

+ type OllamaProvider struct

+ func NewOllamaProvider(baseURL string, model string, dimensions int) *OllamaProvider

+ func (p *OllamaProvider) GenerateEmbedding(ctx context.Context, text string) ([]float32, error)

+ func (p *OllamaProvider) GetModel() EmbeddingModel

+ type OpenAIProvider struct

+ func NewOpenAIProvider(apiKey string, model openai.EmbeddingModel, dimensions int) *OpenAIProvider

+ func (p *OpenAIProvider) GenerateEmbedding(ctx context.Context, text string) ([]float32, error)

+ func (p *OpenAIProvider) GetModel() EmbeddingModel

+ type Provider interface

+ GenerateEmbedding func(ctx context.Context, text string) ([]float32, error)

+ GetModel func() EmbeddingModel

+ type SettingsFactory struct

+ func NewSettingsFactory(stepSettings *settings.StepSettings) *SettingsFactory

+ func (f *SettingsFactory) NewProvider() (Provider, error)