Ankur Roy
Solutions Architect at Online Partner AB
Stockholm, Sweden
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I am a Solutions Architect at Online Partner AB. I have worked on several projects involving Google Cloud services and Google Workspace along with multiple other technology stacks and platforms.
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Intro to Multimodal Retrieval-Augmented Generation (RAG)
RAG typically uses external data sources only based on text. With Gemini Pro Vision and multimodal embeddings, you can now perform multimodal RAG on text and images. In this session, you will gain hands-on experience by performing multimodal RAG on a financial document that contains both text and images (charts, diagrams).
Orchestrate data workflows with Cloud Composer
Create a fully managed data workflow with Cloud Composer for data loading and transformation.
The workshop will be a demonstration on how to create a composer graph from scratch in order to orchestrate the flow of data from an initial dataset into a desired result.
This will involve a live demonstration that you can follow along with if you'd like.
Followed by 20-25 minutes of Q&A.
Practical BigQuery integration with Google Workspace
BigQuery is a GCP data warehousing service that provides data storage, querying, visualization and synchroniztion capabilities in addition to AI integration. It also has excellent integration with Google's Google Workspace services (usually with Google Sheets).
In this session, there will be a presentation regarding BigQuery, how it is used in data engineering and how you as a data engineer can deliver BigQuery data to your accounting department in the language that they understand best: spreadsheets.
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