Unlocking enhanced LLM capabilities with RAG in BigQuery May 21, 2024 By Luis Velasco In Google BigQuery A look at how to augment LLM results with retrieval augemented generation (RAG) and vector search, directly from BigQuery. Read Post Google BigQuery AI Analytics BI Blog Read more about Unlocking enhanced LLM capabilities with RAG in BigQuery
Creating marketing campaigns using BigQuery and Gemini models May 18, 2024 By Adam Paternostro In Google BigQuery With integration to Vertex AI, you can use multimodal LLMs like Gemini Pro 1.0 and Gemini Vision Pro 1.0 in BigQuery to create marketing campaigns. Read Post Google BigQuery Analytics BI Blog Marketing Read more about Creating marketing campaigns using BigQuery and Gemini models
Built with BigQuery: Making data activation and monetization accessible with Optable May 14, 2024 By Bennett Crumbling In Google BigQuery Optable’s end-to-end data clean room platform for the advertising industry integrates with BigQuery to enable audience activation and insights. Read Post Google BigQuery Analytics BI Blog Read more about Built with BigQuery: Making data activation and monetization accessible with Optable
Breaking barriers: How BigQuery data insights boosts the data exploration journey May 11, 2024 By Sai Charan Tej Kommuri In Google BigQuery A part of Gemini in BigQuery, data insights leverages table metadata and profiling information from Dataplex to surface relevant, executable queries. Read Post Google BigQuery Analytics BI Blog Read more about Breaking barriers: How BigQuery data insights boosts the data exploration journey
Building a Cloud Data Fusion pipeline to upload audit records generated by Cloud SQL for SQL Server to BigQuery May 10, 2024 By Alexander Kolomeets In Google BigQuery How to build a flexible pipeline to output Cloud SQL for SQL Server audit records to internal or external sinks with minimal coding in Cloud Data Fusion. Read Post Google BigQuery Analytics BI Blog Databases Read more about Building a Cloud Data Fusion pipeline to upload audit records generated by Cloud SQL for SQL Server to BigQuery
Accelerating CDC insights with Dataflow and BigQuery May 9, 2024 By Sergei Lilichenko In Google BigQuery Learn how to use BigQuery’s new CDC capability in Dataflow and its at-least-once streaming mode to simplify your CDC pipeline and reduce costs. Read Post Google BigQuery Analytics BI Blog Read more about Accelerating CDC insights with Dataflow and BigQuery
Product analytics for generative AI model and media asset companies using BigQuery May 8, 2024 By Annie Xu In Google BigQuery Using BigQuery object tables, we analyze unstructured Cloud Storage data with generative AI models and join the results with BigQuery structured data. Read Post Google BigQuery AI Analytics BI Blog Read more about Product analytics for generative AI model and media asset companies using BigQuery
Maintain business continuity across regions with BigQuery managed disaster recovery May 7, 2024 By Larry Henderson In Google BigQuery Managed disaster recovery in BigQuery offers automated failover of compute and storage to a different region and a new cross-regional SLA. Read Post Google BigQuery Analytics BI Blog Read more about Maintain business continuity across regions with BigQuery managed disaster recovery
Simplifying data modeling and schema generation in BigQuery using multi-modal LLMs May 4, 2024 By Adam Paternostro In Google BigQuery Watch how to use a multimodal LLM such as Gemini to analyze data in a BigQuery data lake and automatically generate schema layouts. Read Post Google BigQuery AI Analytics BI Blog Read more about Simplifying data modeling and schema generation in BigQuery using multi-modal LLMs
Transforming customer feedback: analyzing audio customer reviews with BigQuery ML's speech-to-text Apr 30, 2024 By Nivedita Kumari In Google BigQuery By combining speech-to-text with BigQuery's analytics capabilities, you can understand things like customer sentiment and recurring product issues. Read Post Google BigQuery Analytics BI Blog Read more about Transforming customer feedback: analyzing audio customer reviews with BigQuery ML's speech-to-text