Class: OpenAIEmbedding
Hierarchy
↳
OpenAIEmbedding
Constructors
constructor
• new OpenAIEmbedding(init?)
Parameters
| Name | Type |
|---|---|
init? | Partial<OpenAIEmbedding> & { azure?: AzureOpenAIConfig } |
Overrides
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:30
Properties
additionalSessionOptions
• Optional additionalSessionOptions: Omit<Partial<ClientOptions>, "apiKey" | "timeout" | "maxRetries">
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:23
apiKey
• Optional apiKey: string = undefined
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:20
maxRetries
• maxRetries: number
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:21
model
• model: TEXT_EMBED_ADA_002
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:17
session
• session: OpenAISession
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:28
timeout
• Optional timeout: number
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:22
Methods
getOpenAIEmbedding
▸ Private getOpenAIEmbedding(input): Promise<number[]>
Parameters
| Name | Type |
|---|---|
input | string |
Returns
Promise<number[]>
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:76
getQueryEmbedding
▸ getQueryEmbedding(query): Promise<number[]>
Parameters
| Name | Type |
|---|---|
query | string |
Returns
Promise<number[]>
Overrides
BaseEmbedding.getQueryEmbedding
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:89
getTextEmbedding
▸ getTextEmbedding(text): Promise<number[]>
Parameters
| Name | Type |
|---|---|
text | string |
Returns
Promise<number[]>
Overrides
BaseEmbedding.getTextEmbedding
Defined in
packages/core/src/embeddings/OpenAIEmbedding.ts:85
similarity
▸ similarity(embedding1, embedding2, mode?): number
Parameters
| Name | Type | Default value |
|---|---|---|
embedding1 | number[] | undefined |
embedding2 | number[] | undefined |
mode | SimilarityType | SimilarityType.DEFAULT |
Returns
number