Published inGoogle Cloud - CommunityAdvanced RAG — Hypothetical Question EmbeddingIn the first article of this Advanced RAG series, I talked about an approach I called sentence window retrieval, where we calculate vector…4d ago4d ago
Published inGoogle Cloud - CommunityExpanding ADK AI agent capabilities with toolsIn a nutshell, the AI agent equation is the following:Jun 15Jun 15
Published inGoogle Cloud - CommunityExpanding ADK Java LLM coverage with LangChain4jRecently on these pages, I’ve covered ADK (Agent Development Kit) for Java, launched at Google I/O 2025. I showed how to get started…Jun 5A response icon1Jun 5A response icon1
Published inGoogle Cloud - CommunityAn ADK Java GitHub template for your first Java AI agentWith the unveiling of the Java version of Agent Development Kit (ADK) which lets you build AI agents in Java, I recently covered how to get…May 27May 27
Published inGoogle Cloud - CommunityWrite AI agents in Java — Agent Development Kit getting started guideAt Google Cloud Next ’25, last April, Google released Agent Development Kit (ADK) for Python, a flexible and modular framework for…May 20May 20
Published inGoogle Cloud - CommunityMCP Client and Server with the Java MCP SDK and LangChain4jMCP (Model Context Protocol) makes the buzz these days! MCP is a protocol invented last November by Anthropic, and integrated in Claude…Apr 4A response icon1Apr 4A response icon1
Quick Tip: Clearing disk space in Cloud ShellRight in the middle of a workshop I was delivering, as I was launching Google Cloud console’s Cloud Shell environment, I received the…Mar 8Mar 8
LLMs.txt to help LLMs grok your contentSince I started my career, I’ve been sharing what I’ve learned along the way in this blog. It makes me happy when developers find solutions…Mar 3Mar 3
Published inGoogle Cloud - CommunityAdvanced RAG — Sentence Window RetrievalRetrieval Augmented Generation (RAG) is a great way to expand the knowledge of Large Language Models to let them know about your own data…Feb 25Feb 25
Published inGoogle Cloud - CommunityThe power of large context windows for your documentation effortsMy colleague Jaana Dogan was pointing at the Anthropic’s MCP (Model Context Protocol) documentation pages which were describing how to…Feb 15Feb 15
