Kevin Meneses GonzálezHow to 300x Your Productivity with These 13 AI Tools📌 Introduction — The story of how I stopped wasting timeFeb 254Feb 254
InGoogle Cloud - CommunitybyIvan NardiniHey Ollama, how about running on Vertex AI?This post walks you through deploying a Gemma 2 SQL adapter using Ollama on Vertex AI.Jan 212Jan 212
InGoogle Cloud - CommunitybyIvan NardiniOpen Models on Vertex AI with Hugging Face: Serving multiple LoRA Adapters on Vertex AIThis blog post provides a practical example of how to deploy a Gemma 2 model with multiple LoRA adapters on Vertex AI using custom…Jan 13Jan 13
InGoogle Cloud - CommunitybyE. HuizengaDeveloper’s guide to getting started with Gemini 2.0 Flash on Vertex AIGemini 2.0 has arrived, bringing next-level capabilities built for this new agentic era. Gemini 2.0 Flash is now available as an…Dec 12, 20242Dec 12, 20242
InGoogle Cloud - CommunitybyMete AtamelLLM Guard and Vertex AII’ve been focusing on evaluation frameworks lately because I believe that the hardest problem while using LLMs is to make sure they behave…Nov 11, 2024Nov 11, 2024
InWhyHow.AIbyChia Jeng YangCase Study: Turning Doctor Transcripts into Temporal Medical Record Knowledge GraphsShowcase of Data Transformation Process, Breakdown of 25 dev hours involved, Schemas used, Questions & Responses, and Graph createdNov 10, 20242Nov 10, 20242
AI Tools KornerMastering Prompt Optimization with Vertex AI Prompt OptimizerCrafting the perfect prompt can make all the difference between a mediocre response and an engaging, valuable interaction. Recently, Vertex…Oct 8, 2024Oct 8, 2024
InTDS ArchivebyAdrian H. RaudaschlSeqRAG: Agents for the Rest of UsSequential Retrieval-Augmented Generation: A Practical AI Agent Architecture for Sequential Planning and RAGOct 28, 2024Oct 28, 2024
InTDS ArchivebyRohit PatelUnderstanding LLMs from Scratch Using Middle School MathIn this article, we talk about how LLMs work, from scratch — assuming only that you know how to add and multiply two numbers. The article…Oct 19, 202487Oct 19, 202487
InTDS ArchivebyLak LakshmananHow to Choose the Architecture for Your GenAI ApplicationA framework to select the simplest, fastest, cheapest architecture that will balance LLMs’ creativity and riskOct 3, 202412Oct 3, 202412
InTDS ArchivebyThuwarakesh Murallie5 Proven Query Translation Techniques To Boost Your RAG PerformanceHow to get near-perfect LLM performance even with ambiguous user inputsAug 8, 20246Aug 8, 20246
InDoiTbyMatthias BaetensDive deeper into your documents with Search Tuning using Google Cloud Vertex AI Agent Builder… and avoid hour long feedback loops by using our data checker script setting you up for Search Tuning success!Jul 25, 2024Jul 25, 2024
InGoogle Cloud - CommunitybyAbirami SukumaranPortable Training Data Generation for Supervised Fine-tuning: A Reverse RAG approach!I just made up Reverse-RAG. So judge fast but thank me later.Jul 25, 2024Jul 25, 2024
Andrea VascoData Meets AI: Navigating the New Frontier of Tech InnovationDisclaimer: The views and opinions expressed in my article are solely my own and do not necessarily reflect the official policy or position…Jul 23, 2024Jul 23, 2024
InGoogle Cloud - CommunitybyOlejniczak LukaszBigQuery, Gemini & Google Search: Grounding Generative AI for Accurate InformationThe thrill of Euro 2024 is electrifying stadiums across Germany. Interestingly, the Polish national team has embraced a well known…Jun 29, 20241Jun 29, 20241
InGenerative AIbyzhaozhimingAdvanced RAG Retrieval Strategies Using Knowledge GraphsAn introduction to improving RAG retrieval strategies with knowledge graphsJul 12, 20246Jul 12, 20246
InGoogle Cloud - CommunitybyOlejniczak LukaszFrom GenAI Demo to Production Scale — Handling high-throughput use cases.Moving Generative AI (GenAI) demonstrations to production-level systems can be difficult, but recognizing usage patterns early on can…Jul 12, 2024Jul 12, 2024
InNeo4j Developer BlogbyChia Jeng YangGraph vs. Vector RAG — Benchmarking, Optimization Levers, and a Financial Analysis ExampleDifferences in graph & vector search, Benchmarks and understanding how depth & breadth answers can be optimized through graph structures.Jun 5, 20242Jun 5, 20242
InAITechbyVipin NairIntroducing Reasoning Engine for LangChain on Vertex AI: Build Smarter AI Applications at ScaleYou can now unlock the full potential of your AI projects with LangChain on Vertex AI. This powerful integration allows you to build highly…Apr 23, 2024Apr 23, 2024
InWhyHow.AIbyChia Jeng YangHarry Potter and the Self-Learning Knowledge Graph RAGWith this demo, we wanted to demonstrate 3 key powerful applications of knowledge graph in RAG, and demonstrate how it can improve RAG…Jan 25, 20243Jan 25, 20243