PRODUCT
Product
WHY COUCHBASE
Flexibility, speed, security, and scale for AI-driven applications
A unified database platform that tackles AI’s biggest challenges and trust issues. Couchbase simplifies development, manages diverse data, automates RAG pipelines, delivers real-time performance at scale, and helps govern applications and agents.
AI database
Supports advanced AI use cases with real-time operational and analytical data workloads from one platform.
Performance at scale
Millisecond responses even for billion-scale vector search. Get fast throughput with highly accurate recall.
Vectors everywhere
Flexible vector and search options for best results for your AI workload and use case – on-prem, cloud, or mobile.
RAG automation
Automate data ingestion, vectorization, and indexing to improve AI context and results.
Trust & agents
Get secure data-AI co-location with guardrails, controls, and agent monitoring for safety and accuracy.
Cost control
Our highly scalable in-memory architecture and advanced caching cut AI’s total cost of ownership.
Artificial Intelligence
Top AI use cases
Delight customers with hyper-personalized applications and empower employees with AI agents that streamline work. Ensure fast, quality results and reduce hallucinations with our AI database platform.
AI agents (agents & memory)
Simplify agent management (tools, prompts) and capture the traces of their interactions to debug and govern their behavior to make changes if they start moving away from grounded information.
RAG-based GenAI applications
Build real-time GenAI with more accurate, timely results powered by your corporate data. Our vector search options align to your needs to deliver milliseconds responses even at billion scale.
Search (semantic & hybrid)
Build superior search and recommendations systems. Our flexible indexing allows for sophisticated hybrid queries that combine vector, text, geospatial, and operational data with millisecond response.
Edge AI
Power mobile apps with vector search and predictive analytics, even offline. Securely sync vector data and AI models from the cloud to the edge to empower teams with powerful new capabilities.
Machine learning
Use our real-time database platform to empower machine learning models for predictive trend and anomaly detection to avoid fraudulent activities.
“We looked at Couchbase and Mongo. We found that the replication technology across data centers for Couchbase was superior, especially for the large workloads.”
<1
ms response times
24x365
application uptime
“With search integrated into Couchbase, we can seamlessly search all this data and derive relevance-based intelligence using a single data platform”
500K+
videos stored
“Couchbase real-time communications data and high concurrency query greatly improve the performance and stability for the AI Assistant application.”
70M
documents
8K
operations per second
“We looked for a solution with high performance, scalability, and uptime. We combined all our requirements and concluded that Couchbase was the database for us.”
60%
reduction in operating costs
50%
decrease in street and area lighting costs
Related resources
AI Services overview
AI Services product demo
AI Services for fast and powerful Enterprise AI
AI-powered applications FAQ
Get quick answers to questions about AI for apps, databases, and more.
What is vector search?
A technique for data retrieval where objects (text, images, and videos) are represented as vectors (arrays of numbers) and objects are matched via similar numerical characteristics.
What are predictive and generative AI?
Predictive AI is designed to forecast outcomes based on historical data and real-time analysis. Generative AI creates new content that mimics original data, often for natural language conversations.
What are applicable use cases for generative AI?
Common use cases include hyper-personalized content generation, chatbot Q&A, enhanced enterprise search, recommendation systems, hybrid search, and data analysis.
What is an AI-powered application?
Agentic and other AI-powered applications combine user information, real-time contextual data, predictive calculations, and NLP GenAI to deliver hyper-personalized experiences with the power of LLMs.
Why use a multipurpose database for AI?
Using separate databases adds complexity, latency, and cost. Our platform simplifies development and lowers TCO, while improving AI speed and accuracy.
Why is Couchbase so fast?
Couchbase delivers real-time performance with in-memory processing, highly efficient indexing, and a scalable distributed architecture. It also ensures data durability and supports complex SQL++ queries.
Start building
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