Tag: LLMs
Building End-to-End RAG Applications With Couchbase Vector Search
Large Language Models, popularly known as LLMs is one of the most hotly debated topics in the AI industry. We all are aware of the possibilities and capabilities of ChatGPT by OpenAI. Eventually using those LLMs to our advantage discovers...
From Concept to Code: LLM + RAG with Couchbase
GenAI technologies are definitely a trending item in 2023 and 2024, and because I work for Tikal, which publishes its own annual technology radar and trends report, LLM and genAI did not escape my attention. As a developer myself, I...
Unlock Hyper-personalization With AI-Driven Adaptive Apps
Since long before the pandemic, “digital-first” has been the direction of travel for ambitious organizations. But closing the gap with big-pocketed U.S. giants like Amazon and Netflix can seem like an impossible task. So how can businesses compete? The answer...
An Overview of Retrieval-Augmented Generation (RAG)
What Is Retrieval-Augmented Generation? There’s no doubt that large language models (LLMs) have transformed natural language processing, but at times, they can be inconsistent, random, or even plain wrong in the responses they deliver to a prompt. While this can...
Large Language Models Explained
What is a Large Language Model (LLM)? A large language model (LLM) is an artificial intelligence (AI) algorithm trained on large amounts of text data to create natural language outputs. These models have become increasingly popular because they can generate...
2024 Tech Predictions: Real-time Data, Edge AI, and Multimodel Cloud Databases Will Be Key to Effectively Embracing AI
In 2023, businesses quickly shifted priorities from focusing on expanding tech stacks to maximizing efficiency through consolidation and cost-effective strategies. Yet with AI’s ascent, businesses face new risks in tech adoption. There are specific strategies IT and business leaders can...
How Generative AI Works with Couchbase
Welcome to the season of AI. Generative AI. With this blog we will explain how generative AI works with Couchbase. We know generative AI is going to be a huge issue and opportunity for nearly every data-enabled enterprise application. In...
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