Class PineconeEmbeddings

Hierarchy

Embeddings
- PineconeEmbeddings

Implements

PineconeEmbeddingsParams

Index

Constructors

Properties

caller client model params

Methods

embedDocuments embedQuery

Constructors

constructor

new PineconeEmbeddings(fields?): PineconeEmbeddings
Parameters
- Optionalfields: Partial<PineconeEmbeddingsParams> & Partial<PineconeConfiguration>
Returns PineconeEmbeddings
Overrides Embeddings.constructor
- Defined in libs/langchain-pinecone/src/embeddings.ts:33

Properties

caller

caller: AsyncCaller

The async caller should be used by subclasses to make any async calls, which will thus benefit from the concurrency and retry logic.

client

client: Pinecone

model

model: string

params

params: Record<string, string>

Methods

embedDocuments

embedDocuments(texts): Promise<number[][]>
An abstract method that takes an array of documents as input and returns a promise that resolves to an array of vectors for each document.
Parameters
- texts: string[]
Returns Promise<number[][]>
A promise that resolves to an array of vectors for each document.
Overrides Embeddings.embedDocuments
- Defined in libs/langchain-pinecone/src/embeddings.ts:71

embedQuery

embedQuery(text): Promise<number[]>
An abstract method that takes a single document as input and returns a promise that resolves to a vector for the query document.
Parameters
- text: string
Returns Promise<number[]>
A promise that resolves to a vector for the query document.
Overrides Embeddings.embedQuery
- Defined in libs/langchain-pinecone/src/embeddings.ts:112