ML.GENERATE_EMBEDDING

Related topics

• ML.GENERATE_EMBEDDING is part of BigQuery From the official documentation: “BigQuery has a `ML.GENERATE_EMBEDDING` function that calls the `text-embedding-004` model to generate embeddings.”
• ML.GENERATE_EMBEDDING depends on ML.PREDICT From the official documentation: “For PCA and autoencoding, `ML.GENERATE_EMBEDDING` processes the request using a BigQuery ML PCA or autoencoder model [`ML.PREDICT` function](/bigquery/docs/reference/standard-sql/bigqueryml-syntax-predict).”
• BigQuery works with Spanner From the official documentation: “Federated analytics seamlessly combine data from Spanner and other sources in BigQuery.”
• remote model is part of BigQuery ML From the official documentation: “- Create a BigQuery ML remote model.”
• BigQuery works with BigQuery ML From the official documentation: “BigQuery ML lets you build and operationalize machine learning (ML) models over data in BigQuery by using SQL.”
• BigQuery works with remote model From the official documentation: “The function uses a BigQuery ML [remote model](/bigquery/docs/reference/standard-sql/bigqueryml-syntax-create-remote-model-service) to connect BigQuery to the Cloud Natural Language API.”
• BigQuery ML is part of BigQuery From the official documentation: “BigQuery ML models are stored in BigQuery datasets, similar to tables and views.”
• ML.PREDICT is part of BigQuery ML From the official documentation: “BigQuery ML supports prediction functionalities through the [`ML.PREDICT` function](/bigquery/docs/reference/standard-sql/bigqueryml-syntax-predict), with the following models:”
• ML.PREDICT works with remote model From the official documentation: “After you create a remote model, you can use it with the [`ML.PREDICT` function](/bigquery/docs/reference/standard-sql/bigqueryml-syntax-predict) to get predictions from the custom model deployed to Agent Platform.”
• ML.PREDICT is part of Spanner From the official documentation: “To verify the model was registered correctly, query it with the [ML.PREDICT](/spanner/docs/reference/standard-sql/ml-functions#mlpredict) function.”