RAG based application with AlloyDB and Vertex AIOne of the tools for improving the quality of responses from large language models (LLMs) is retrieval augmented generation (RAG). RAG is…2d ago2d ago
Published inGoogle Cloud - CommunityBuilding a RAG application with vector search in FirestoreThe world of information retrieval is rapidly evolving, and Retrieval Augmented Generation (RAG) is at the forefront of this evolution. RAG…Sep 10Sep 10
Published inGoogle Cloud - CommunityQuery Google BigQuery with Splunk DB ConnectThis post explains on how to setup BigQuery with Splunk DB Connect, to be able to run queries against BigQuery from within Splunk. This is…Feb 29Feb 29
Deploy PostgreSQL on GKE using Helm and using Robin storageIn this Part-II post, we will deploy a PostgreSQL database on Google Kubernetes Engine (GKE) using Helm and load data in the database…May 27, 2023May 27, 2023
Install Robin storage on GKEGoogle Kubernetes Engine (GKE) is a managed Kubernetes service that you can use to deploy and operate containerized applications at scale…May 27, 2023May 27, 2023
Cloud Storage Best PracticesWhen analyzing Cloud Storage use, we consider three needs:Jan 24, 2021Jan 24, 2021
Cloud Dataproc Best PracticesSpecify cluster image versions. Cloud Dataproc uses image versions to bundle operating system and big data components (including core and…Jan 24, 2021Jan 24, 2021
BigQuery query performanceControl projection — Query only the columns that you need. Projection refers to the number of columns that are read by your query…Jan 23, 2021Jan 23, 2021
BigQuery cost optimizationBigQuery operations that are free of charge in any location:Jan 23, 2021Jan 23, 2021
BigQuery REST API call using JWTThis post looks at calling BigQuery from devices through REST API. Devices often have a small footprint and have constraints and may not…Sep 30, 2020Sep 30, 2020
