UpstageEmbeddings

Embeddings model name to use. Do not add suffixes like -query and -passage.

Instead, use 'solar-embedding-1-large' for example.

The number of dimensions the resulting output embeddings should have.

Not yet supported.

Automatically inferred from env are UPSTAGE_API_KEY if not provided.

Endpoint URL to use.

The maximum number of tokens to embed at once.

Not yet supported.

Not yet supported.

Not yet supported.

Maximum number of texts to embed in each batch.

Not yet supported.

Maximum number of retries to make when generating.

Timeout for requests to Upstage embedding API. Can be float, httpx.Timeout or None.

Whether to show a progress bar when embedding.

Not yet supported.

Holds any model parameters valid for create call not explicitly specified.

Whether to skip empty strings when embedding or raise an error. Defaults to not skipping.

Not yet supported.

add trace header.

Optional httpx.Client.

Only used for sync invocations.

Must specify http_async_client as well if you'd like a custom client for async invocations.

Optional httpx.AsyncClient.

Only used for async invocations.

Must specify http_client as well if you'd like a custom client for sync invocations.

Build extra kwargs from additional params that were passed in.

Validate that api key and python package exists in environment.

Embed a list of document texts using passage model.

Embed query text using query model.

Embed a list of document texts using passage model asynchronously.

Asynchronous Embed query text using query model.