Tag: ai
Introducing Model Context Protocol (MCP) Server for Couchbase
The cornerstone of autonomous AI Agentic systems and GenAI applications is an “Augmented LLM”, which is defined as an LLM enhanced with augmentations from various data sources and knowledge bases. Since its introduction, there has been a lot of buzz...
Couchbase Partners with Arize AI to Enable Trustworthy, Production-Ready AI Agent Applications
As enterprises look to deploy production-ready AI agent applications, Large Language Model (LLM) observability has emerged as a critical requirement for ensuring both performance and trust. Organizations need visibility into how agents interact with data, make decisions, and retrieve information...
Reinventing Gaming with AI and Couchbase: How Studios Can Stay Competitive
The global gaming industry has grown into a financial powerhouse, reaching revenues of approximately $196 billion in 2023 and projected to surpass $300 billion by 2028, according to research by Bain & Company. This means the sector now outpaces streaming...
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...
Build Your First Open Source AI Agent with Couchbase
If 2024 was the year of AI chatbots, then 2025 is the year of AI agents. At first glance, they may seem similar, but nothing could be farther from the truth. While you may interact with an AI agent in...
Extending RAG capabilities to Excel with Couchbase, LLamaIndex, and Amazon Bedrock
As everything around us is gradually becoming more data-driven, Excel is still integral for businesses, providing the capability to provide invaluable insights from the data in the sheets. However, data scientists and analysts agree that extracting meaningful information from these...
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...
Chat With Your Git History, Thanks to RAG and Couchbase Shell
Don’t you love reading other people’s commit messages? No? Well, I do and as I was reading a very insightful commit message, I realized all the untapped content living in various Git logs (assuming the dev you follow are writing...
Reinventing Telecommunications with AI: How Couchbase Helps Telcos Thrive
In today’s telecommunications landscape, operators find themselves at a crossroads. As 5G networks generate ever-increasing volumes of data and customer demand for hyper-personalized experiences soars, the pressure to innovate has never been higher. According to McKinsey, these shifts will result...
A Guide to LLM Embeddings
LLM embeddings are numerical representations of words, sentences, or other data that capture semantic meaning, enabling efficient text processing, similarity search, and retrieval in AI applications. They are generated through neural network transformations, particularly using self-attention mechanisms in transformer models...
Couchbase and NVIDIA Team Up to Help Accelerate Agentic Application Development
Capella AI Services alongside NVIDIA AI Enterprise Couchbase is working with NVIDIA to help enterprises accelerate the development of agentic AI applications by adding support for NVIDIA AI Enterprise including its development tools, Neural Models framework (NeMo) and NVIDIA Inference...
AI-Ready Data: Automate Embeddings with Capella’s Vectorization Service
Couchbase Capella has launched a Private Preview for AI services! Check out this blog for an overview of how these services simplify the process of building cloud-native, scalable AI applications and AI agents. In our previous blog, we demonstrated how...