[카테고리:] 벡터 검색
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PDF RAG Demo: Building Simplified AI Workflows with Couchbase Shell
Previously, we showed how to use Couchbase RAG capabilities through a Python app that allows the user to ‘chat’ with their PDF or with X. It’s simple to build, but can we build it…
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Transforming Retail Experiences with Couchbase Mobile and Google GenAI
Imagine, you walk into a retail store and the experience feels tailored just for you. Browsing through the aisles, digital displays showcase personalized promotions and recommendations based on your preferences. Checking out is seamless,…
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Scaling AI for the Enterprise: Inside Couchbase’s Evolving AI Ecosystem
Generative AI (GenAI) is transforming how businesses operate, innovate and communicate with their customers. Enterprises are racing to make GenAI applications production-ready, putting developers under more pressure than ever to churn out releases. At…
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Supercharge Your RAG application With Couchbase Vector Search and Unstructured.io
Today we’re excited to announce the launch of the Couchbase and Unstructured.io connector which streamlines the process of ingesting unstructured data into your RAG pipeline built on top of Couchbase as the vector store.…
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머신러닝 모델 파인튜닝을 위한 데이터셋 준비: 종합 가이드
머신러닝 모델 미세조정은 잘 준비된 데이터셋을 갖추는 것에서 시작됩니다. 이 가이드는 데이터 수집부터 지시사항 파일 제작에 이르기까지 이러한 데이터셋을 만드는 방법을 안내합니다. 끝마칠 무렵이면 여러분은 다음을 갖추게 될 것입니다…
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Part 2 – AI in Action: Enhancing and Not Replacing Jobs
Welcome back to the second part of our two-part series on building an interactive customer service support application that empowers support agents with the help of AI. The goal is to enhance their important…
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MongoDB Atlas Device Sync/Atlas Device SDKs(구 Realm)의 더 나은 대안: Couchbase Mobile
모바일 앱의 기술 스택을 결정하는 것은 도박이 되어서는 안 됩니다. Couchbase Mobile은 지속 가능하도록 만들어진 검증되고 확장 가능하며 성숙한 솔루션을 제공합니다. 모바일 데이터베이스 분야의 리더로서 Couchbase는…
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Enhancing Performance Using XATTRs for Vector Storage and Search
With the introduction of vector search, users can now store large vector arrays—often made up of seemingly arbitrary numbers—within their documents. Since this data isn’t required for most standard queries, users can now leverage…
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AI in Action: Enhancing and Not Replacing Jobs
Part 1 – Building with Vonage and Couchbase to transform communication and data Let’s imagine a paradigm shift in the way we perceive the role of AI in the workplace. Instead of AI replacing…
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개념에서 코드로: Couchbase를 활용한 LLM + RAG
생성형 AI 기술은 확실히 2023년과 2024년의 트렌드 아이템이며, 자체적인 연례 기술 레이더 및 트렌드 보고서를 발행하는 티칼(Tikal)에서 일하는 저로서는 LLM과 생성형 AI가 저의…를 비껴가지 않았습니다.
