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You can now create remote models
in BigQuery ML based on the gemini-2.0-flash-exp
model in Vertex AI. To create remote models, you can use either SQL or BigQuery
DataFrames.
You can use the ML.GENERATE_TEXT function
with these remote models to perform generative natural language tasks for text
stored in BigQuery tables. You can also
use the ML.GENERATE_TEXT function with these remote models to perform
generative AI tasks, for example audio transcription or document classification,
using image, video, audio, PDF, or text content stored in BigQuery object tables.
Feature
You can now replicate a dataset from the source region to one or more other regions with cross-region dataset replication. This feature is now generally available (GA).
Feature
BigQuery Managed Disaster Recovery provides managed failover and redundant compute capacity for business-critical workloads. It is intended for use in the case of a total region outage and is supported with the BigQuery Enterprise Plus edition only. This feature is now generally available (GA).
Feature
You can now create
remote models
in BigQuery ML based on the
gemini-2.0-flash-exp
model in Vertex AI. To create remote models, you can use either SQL or BigQuery
DataFrames.
You can use the
ML.GENERATE_TEXT
functionwith these remote models to perform generative natural language tasks for text
stored in BigQuery tables. You can also
use the
ML.GENERATE_TEXT
function with these remote models to performgenerative AI tasks, for example audio transcription or document classification,
using image, video, audio, PDF, or text content stored in BigQuery
object tables.
Try this feature by using either the
Generate text by using the
ML.GENERATE_TEXT
functionhow-to topic, or the
BigFrames Gemini 2.0 Text Generation Simple Example
notebook.
This feature is in
preview.
https://cloud.google.com/bigquery/docs/release-notes#December_11_2024
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