From RAG to Autonomous Apps with Weaviate and Gemini on Google Kubernetes Engine

Explore the evolution of generative AI applications in this 31-minute conference talk from Google Cloud Next. Learn how to move beyond basic retrieval-augmented generation (RAG) to autonomous agents and generative loops using Weaviate vector database on Google Kubernetes Engine (GKE) and Gemini. Discover how to deploy Weaviate open source on GKE, set up a pipeline to ingest data from Cloud Storage buckets, and implement querying, RAG, and response enhancement techniques. Gain valuable insights from speakers Brian Kaufman and Bob van Luijt as they demonstrate the practical implementation of advanced AI capabilities for Google Cloud GKE users.

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