Tag: GenAI
Self-Hosted AI Chatbots with Docker and Couchbase Capella
AI chatbots have become an essential tool for businesses and organizations. But most chatbot solutions depend on cloud-based models that introduce latency, API limitations, and perhaps most importantly, privacy concerns. What if you could run an AI chatbot entirely on...
The Dawn of a New Cloud Cycle
The cloud has become a foundational part of the modern digital landscape, fundamentally changing how businesses operate and individuals interact with technology. But how did we get from traditional web hosting to today’s complex cloud ecosystem? The story of cloud...
Integrate Groq’s Fast LLM Inferencing With Couchbase Vector Search
With so many LLMs coming out, a lot of companies are focusing on enhancing the inference speeds for large language models with specialized hardware and optimizations to be able to scale the inference capabilities of these models. One such company...
What are Embedding Models? An Overview
What are embedding models? Embedding models are a type of machine learning model designed to represent data (such as text, images, or other forms of information) in a continuous, low-dimensional vector space. These embeddings capture semantic or contextual similarities between...
A Guide to Data Chunking
What is Data Chunking? Data chunking is a technique that breaks down large datasets into smaller, more manageable chunks. It’s crucial to artificial intelligence, big data analytics, and cloud computing because it optimizes memory usage, speeds up processing, and improves...
Couchbase + Dify: High-Power Vector Capabilities for AI Workflows
We’re excited to announce the new integration between Couchbase and Dify.ai, bringing Couchbase’s robust vector database capabilities into Dify’s streamlined LLMops ecosystem. Dify empowers teams with a no-code solution to build, manage, and deploy AI-driven workflows efficiently. Now, with Couchbase...
Couchbase Drives the AI App Revolution Across Industries – Q3 FY25 Highlights
During our recent third quarter fiscal 2025 earnings call, we were proud to share the great momentum we saw with expansions and new logos for both Couchbase Enterprise and Capella. We saw exciting customer wins across several industries, including government,...
Couchbase Introduces Capella AI Services to Expedite Agent Development
TLDR: Couchbase announces new AI Services in the Capella developer data platform to efficiently and effectively create and operate GenAI-powered agents. These services include the Model Service for private and secure hosting of open source LLMs, the Unstructured Data Service...
New Capella iQ Insights: Turn Data Into Actionable Insights
In today’s data-driven business environment, teams across all functions rely on complex datasets to guide their decision-making. However, raw data alone often doesn’t reveal clear insights, and manually analyzing large datasets can be both time-consuming. Introducing Capella iQ Insights, a...
Everything You Need to Know About Agentic AI
What is Agentic AI? Agentic AI refers to artificial intelligence agents that work autonomously in real-world and virtual settings. Unlike traditional AI assistants that only respond to human prompts, these systems utilize advanced AI techniques to make decisions, take actions,...
Transformando Experiências no Varejo com Couchbase Mobile e Google GenAI
Imagine entrar em uma loja de varejo onde a experiência parece feita sob medida para você. Enquanto percorre os corredores, displays digitais exibem promoções e recomendações personalizadas com base em suas preferências. O pagamento é simples e ágil, com totens...
Transforming Retail Experiences with Couchbase Mobile and Google GenAI
Imagine, you walk into a retail store and the experience feels tailored just for you. Browsing through the aisles, digital displays showcase personalized promotions and recommendations based on your preferences. Checking out is seamless, with self-serve kiosks instantly recognizing the...