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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...
What is Conversational Analytics? Plus Examples and Tools
What is conversational analytics? Conversational analytics refers to the process of analyzing spoken or written interactions between individuals and systems, such as customer service chats, voice assistants, or social media conversations. By leveraging natural language processing (NLP) and machine learning,...
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...
What is an AI Agent? An Explainer
Ever wish you had a digital helper who could handle repetitive tasks, help brainstorm, or even answer questions for you? Enter AI agents: these clever, goal-driven programs are designed to work alongside us, tackling everything from generating content to managing...
Introducing Capella Columnar SDKs: Powering Modern Data Analytics
Couchbase continues to lead the way in enabling high-performance data analytics with the introduction of SDKs for Capella Columnar, its cutting-edge analytical database, designed for real-time JSON analytics with zero ETL and options for operational write-back. For developers who need...
An Overview of Cloud Development
Cloud computing has revolutionized the way businesses develop and deploy applications. In addition to saving time and money, it ensures that developers don’t have to rely solely on coding on their local machine and hope for the best when everything...
Uma Alternativa Melhor ao MongoDB Atlas Device Sync/Atlas Device SDKs (antigo Realm): Couchbase Mobile
Decidir sobre o stack tecnológico do seu aplicativo móvel não deve ser uma aposta. Couchbase Mobile oferece uma solução comprovada, escalável e madura, feita para durar. Como líder em bancos de dados móveis, Couchbase garante que você esteja preparado para...
High Availability Architecture: Requirements & Best Practices
What is high availability in cloud computing? High availability (HA) in cloud computing means ensuring that services and applications are always up and running, even if something goes wrong. It involves having backup systems, automatically switching to those backups if...
Your Alternative To MongoDB Atlas Device Sync & Atlas Device SDKs (formerly Realm): Couchbase Mobile
Deciding on your mobile app tech stack shouldn’t be a gamble. Couchbase Mobile delivers a proven, scalable, and mature solution built to last. As a leader in mobile databases, Couchbase ensures you’re ready for the growing demand of offline-first, AI-powered...
Query Stellar Blockchain Trades With Couchbase Capella
Previously, we shared a post on how to monitor Stellar assets using Couchbase. In this follow-up, we’ll demonstrate how to load recent Stellar blockchain transactions (e.g., trades) into our Capella DBaaS, making them easily accessible for use in sample applications....
Cloud Integration (Definition, Types, Benefits, and Solutions)
The migration to the cloud has put all businesses, big and small, on roller skates, accelerating their need to stay competitive, agile, and innovative. Whether leveraging public, private, or multicloud environments, businesses must ensure these diverse systems integrate seamlessly. This...
Scalability vs. Elasticity: A Comparison
Scalability and elasticity help organizations achieve greater flexibility and efficiency in their IT infrastructure. However, scalability and elasticity have distinct differences that organizations should be aware of when deciding which approach to take. This blog post will break down the...