Oracle Database 23AI for GenAI RAG Implementation, Part 1

At the recent CloudWorld event, Oracle introduced Oracle Database 23c, its next-generation database, which incorporates AI capabilities through the addition of AI vector search to its converged database. This vector search feature allows businesses to run multimodal queries that integrate...

November 4, 2024

Lifecycle Microservices With GenAI Tools – DZone

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Lifecycle Microservices With GenAI Tools – DZone

Lifecycle Development With AI We have seen a huge shift in the way developers and consultants are using Generative AI (GenAI) tools to create working microservices. A new tool named WebGenAI begins the process with a simple prompt to create...

October 29, 2024

Foundations of LLMs: Tokenization and Embeddings – DZone

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Foundations of LLMs: Tokenization and Embeddings – DZone

Have you ever wondered how various Gen AI tools like ChatGPT or Bard efficiently answer all our complicated questions? What goes behind the scenes to process our question and generate a human-like response with the size of data in magnitudes?...

October 25, 2024

Will GenAI Force Coders to Switch Careers? – DZone

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Will GenAI Force Coders to Switch Careers? – DZone

The world of software engineering is on the cusp of a transformation, driven largely by the rapid advancement of Generative AI (GenAI). The AWS CEO recently suggested that developers might stop coding within two years as AI takes over coding...

October 24, 2024

Data Architectures: Emphasis on Emerging Trends – DZone

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Data Architectures: Emphasis on Emerging Trends – DZone

In this emerging Generative AI era as a data architect, it is your responsibility to keep a tap on the emerging architectures that cater to Generative AI. From data management to data governance to data lineage, architectures need to emerge...

October 23, 2024

Web GenAI Microservices Creation: An Overview – DZone

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Web GenAI Microservices Creation: An Overview – DZone

This article will show you how to use GenAI from your browser to create and run a microservice in about a minute. Here is what you’ll learn: Provide a prompt to a cloud-based microservice appliance, and you get a system...

October 17, 2024

Test-Driven Generation: Adopting TDD With GenAI – DZone

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Test-Driven Generation: Adopting TDD With GenAI – DZone

You know, over the past few years, software development has gone through some pretty exciting changes. New tools and methodologies have popped up, all aiming to make our lives easier, streamline processes, and boost code quality. One of the big...

October 11, 2024

Supercharge Your Search With GenAI – DZone

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Supercharge Your Search With GenAI – DZone

In specialized fields like law, medicine, or even fashion, search engines are critical tools that professionals use to find accurate, relevant information quickly. However, traditional search engines often struggle to interpret complex, domain-specific queries. That’s where Generative AI (GenAI) can...

October 3, 2024

Real-Time GenAI With RAG Using Apache Kafka, Flink – DZone

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Real-Time GenAI With RAG Using Apache Kafka, Flink – DZone

How do you prevent hallucinations from large language models (LLMs) in GenAI applications? LLMs need real-time, contextualized, and trustworthy data to generate the most reliable outputs. This blog post explains how RAG and a data streaming platform with Apache Kafka...

September 11, 2024

Protecting Systems in the Age of Generative AI – DZone

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Protecting Systems in the Age of Generative AI – DZone

The rapid adoption of Generative AI (GenAI) and Large Language Models (LLMs) is transforming industries at an unprecedented pace. Nearly 90% of organizations are actively implementing or exploring LLM use cases, eager to harness the power of these revolutionary technologies....

September 5, 2024

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