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Google Cloud Next session 2024-04-11 at 17:15

From RAG to autonomous apps with Weaviate and Gemini on Google Kubernetes Engine

Event: Google Cloud Next '24

Speakers

Bob van Luijt

CEO & Co-Founder · Weaviate

Brian Kaufman

Senior Product Manager · Google Cloud

Topics

AI/ML Cloud Storage GenAI Kubernetes Cloud Computing LLM Vector DB GCP RAG

Description

As generative AI applications mature, retrieval-augmented generation (RAG) has become popular for improving large language model-based apps. We expect teams to move beyond basic RAG to autonomous agents and generative loops. We'll set up a Weaviate vector database on Google Kubernetes Engine (GKE) and Gemini to showcase generative feedback loops.

After this session, a Google Cloud GKE user should be able to: - Deploy Weaviate open source on GKE - Set up a pipeline to ingest data from the Cloud Storage bucket - Query, RAG, and enhance the responses

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