This post is divided into three parts; they are: • Query Expansion and Reformulation • Hybrid Retrieval: Dense and Sparse Methods • Multi-Stage Retrieval with Re-ranking One of the challenges in RAG systems is that the user’s query might not match the terminology used in the knowledge base. Source link
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Fine-tuning remains a cornerstone technique for adapting general-purpose pre-trained large language models (LLMs) models (also called foundation models) to serve more specialized, high-value downstream tasks, even as zero- and few-shot methods gain traction. Source link
Generative AI continues to rapidly evolve, reshaping how industries create, operate, and engage with users. Source link
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Enterprise AI in 2025 is moving from experimentation to implementation and deployments are evolving from AI assistants to AI agents. That’s the primary theme of the IBM Think 2025 conference, which gets underway today. At the…
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More With cyberattacks accelerating at machine speed, open-source large language models (LLMs) have quickly become the infrastructure that enables startups and global cybersecurity leaders to develop and deploy adaptive, cost-effective defenses against threats that evolve faster than…
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Nvidia has become one of the most valuable companies in the world in recent years thanks to the stock market noticing how much demand there is for graphics processing units (GPUs), the powerful chips Nvidia makes…
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Visa has launched a new platform designed to let artificial intelligence agents purchase products on behalf of users, effectively giving AI access to people’s credit cards — with strict guardrails. The system, called Visa Intelligent Commerce,…
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Humans have always migrated to survive. When glaciers advanced, when rivers dried up, when cities fell, people moved. Their journeys were often painful, but necessary, whether across deserts, mountains or oceans. Today, we are entering a…
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Question: What product should use machine learning (ML)?Project manager answer: Yes. Jokes aside, the advent of generative AI has upended our understanding of what use cases lend themselves best to ML. Historically, we have always leveraged…