GooglePalmEmbeddings

class langchain_community.embeddings.google_palm.GooglePalmEmbeddings

Bases: BaseModel, Embeddings

Google’s PaLM Embeddings APIs.

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 client: Any = None

param google_api_key: str | None = None

param model_name: str = 'models/embedding-gecko-001'

Model name to use.

param show_progress_bar: bool = False

Whether to show a tqdm progress bar. Must have tqdm installed.

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

Asynchronous Embed search docs.

Parameters:

texts (List[str]) – List of text to embed.

Returns:

List of embeddings.

Return type:

List[List[float]]

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

Asynchronous Embed query text.

Parameters:

text (str) – Text to embed.

Returns:

Embedding.

Return type:

List[float]

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

Embed search docs.

Parameters:

texts (List[str]) – List of text to embed.

Returns:

List of embeddings.

Return type:

List[List[float]]

embed_query(text: str) → List[float]

Embed query text.

Parameters:

text (str) –

Return type:

List[float]

Examples using GooglePalmEmbeddings

• Google