Category: Best Practices and Tutorials
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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…
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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…
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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…
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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…
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Data Normalization vs. Denormalization Comparison
What is data normalization? Data normalization is the process of structuring a database to enhance efficiency, maintain consistency, and eliminate redundant data. The idea is simple: break data into smaller, related tables to minimize…
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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…
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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…
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DeepSeek Models Now Available in Capella AI Services
Unlock advanced reasoning at a lower TCO for Enterprise AI Today, we’re excited to share that DeepSeek-R1 is now integrated into Capella AI Services, available in preview! This powerful distilled model, based on Llama…
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Certifications That Matter: How Couchbase Academy Elevates Your Database Career
What are database certifications? Certifications are opportunities. They give YOU, a knowledgeable, adept, and forward-thinking Database professional, ammunition to kickstart YOUR personal brand. Earning certifications allows you to take what you know and share…
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A Tool to Ease Your Transition From Oracle PL/SQL to Couchbase JavaScript UDF
What is PL/SQL? PL/SQL is a procedural language designed specifically to embrace SQL statements within its syntax. It includes procedural language elements such as conditions and loops, and can handle exceptions (run-time errors). PL/SQL…
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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…
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Capella Model Service: Secure, Scalable, and OpenAI-Compatible
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…