GigaChatEmbeddings#

class langchain_community.embeddings.gigachat.GigaChatEmbeddings[source]#

Bases: BaseModel, Embeddings

GigaChat Embeddings models.

Example

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

param access_token: str | None = None#: Access token for GigaChat

param auth_url: str | None = None#: Auth URL

param base_url: str | None = None#: Base API URL

param ca_bundle_file: str | None = None#

param cert_file: str | None = None#

param credentials: str | None = None#: Auth Token

param key_file: str | None = None#

param key_file_password: str | None = None#

param model: str | None = None#: Model name to use.

param password: str | None = None#: Password for authenticate

param scope: str | None = None#: Permission scope for access token

param timeout: float | None = 600#: Timeout for request. By default it works for long requests.

param user: str | None = None#: Username for authenticate

param verify_ssl_certs: bool | None = None#: Check certificates for all requests

async aembed_documents(texts: List[str]) → List[List[float]][source]#

Embed documents using a GigaChat embeddings models.

Parameters:: texts (List[str]) – The list of texts to embed.
Returns:: List of embeddings, one for each text.
Return type:: List[List[float]]

async aembed_query(text: str) → List[float][source]#

Embed a query using a GigaChat embeddings models.

Parameters:: text (str) – The text to embed.
Returns:: Embeddings for the text.
Return type:: List[float]

embed_documents(texts: List[str]) → List[List[float]][source]#

Embed documents using a GigaChat embeddings models.

Parameters:: texts (List[str]) – The list of texts to embed.
Returns:: List of embeddings, one for each text.
Return type:: List[List[float]]

embed_query(text: str) → List[float][source]#

Embed a query using a GigaChat embeddings models.

Parameters:: text (str) – The text to embed.
Returns:: Embeddings for the text.
Return type:: List[float]

Examples using GigaChatEmbeddings