Category: Best Practices and Tutorials
Self-Hosted AI Chatbots with Docker and Couchbase Capella
Build a private, self-hosted AI chatbot using Docker Model Runner & Couchbase Capella. Fast, flexible, and fully under your control—no external APIs needed.
MongoDB to Couchbase – Migrations Tips
Moving from MongoDB to Couchbase? This guide covers everything you need to know— benefits, migration strategies, query conversion & post-migration tuning.
Build Highly Scalable AI/ML Applications With Couchbase and PySpark
Couchbase Spark Connector now supports PySpark! Build fast, scalable data pipelines and ML apps with Couchbase and Apache Spark in Python.
Build Your First Open Source AI Agent with Couchbase
Build an open-source AI agent with Python, JavaScript, and Couchbase. Automate tasks and deploy your own AI assistant—completely free!
Extending RAG capabilities to Excel with Couchbase, LLamaIndex, and Amazon Bedrock
Extend Retrieval Augmented Generation (RAG) capabilities to Excel using Couchbase, LlamaIndex, and Amazon Bedrock. Make spreadsheets searchable.
Chat With Your Git History, Thanks to RAG and Couchbase Shell
Turn your Git history into a chat-ready knowledge base using RAG and Couchbase Shell.
A Guide to LLM Embeddings
Learn how LLMs generate and use embeddings to enhance natural language processing, improve search relevance, and enable AI-driven applications.
Data Normalization vs. Denormalization Comparison
Learn the primary differences between data normalization vs. denormalization, along with their benefits, challenges, and use cases.
What is Conversational Analytics? Plus Examples and Tools
Learn how conversational analytics helps improve customer interactions and drives business growth. Also, find use cases and tools that will help.
AI-Ready Data: Automate Embeddings with Capella’s Vectorization Service
Capella Vectorization Service automates embeddings, AI development is faster, easier with seamless semantic search, RAG apps, smart data retrieval.
DeepSeek Models Now Available in Capella AI Services
DeepSeek-R1 is now in Capella AI Services! Unlock advanced reasoning for enterprise AI at lower TCO. 🚀 Sign up for early access!
Certifications That Matter: How Couchbase Academy Elevates Your Database Career
Advance your database career with Couchbase Academy’s flexible, expert-led certifications. Get certified and stand out!
Top Posts
- Data Modeling Explained: Conceptual, Physical, Logical
- What are Embedding Models? An Overview
- Data Analysis Methods: Qualitative vs. Quantitative Techniques
- What Is Data Analysis? Types, Methods, and Tools for Research
- Agentic Workflows vs AI Agents
- App Development Costs (A Breakdown)
- Couchbase 8.0: Unified Data Platform for Hyperscale AI Applicatio...
- Application Development Life Cycle (Phases and Management Models)
- Column-Store vs. Row-Store: What’s The Difference?
