AI/ML Resources

Using Oracle Database 23AI for Generative AI RAG Implementation: Part 1

Explore the basics of vectors and embeddings, how the Oracle vector DB works, and develop a RAG application to enhance a local LLM.

November 4, 2024

by Shamim Bhuiyan

· 10,330 Views · 1 Like

Ditch Your Local Setup: Develop Apps in the Cloud With Project IDX

Start building web apps in the cloud with Project IDX! This guide explores the features of Google's cloud IDE and shows you how to create a new React project.

November 4, 2024

by Anujkumarsinh Donvir

CORE

· 14,230 Views · 8 Likes

Digitalization of Airport and Airlines With IoT and Data Streaming Using Kafka and Flink

Take an in-depth look at IoT and data streaming using Kafka and Flink at airports such as Schiphol AMS and airlines like Lufthansa and Cathay.

November 4, 2024

by Kai Wähner

CORE

· 10,845 Views · 3 Likes

Optimizing Vector Search Performance With Elasticsearch

Optimize vector search in Elasticsearch through dimensionality reduction, efficient indexing, and automated parameter tuning for faster, more accurate results.

November 4, 2024

by Venkata Gummadi

· 20,586 Views · 5 Likes

What the CrowdStrike Crash Exposed About the Future of Software Testing

Leveraging automated software testing to mitigate costly failures in today’s fast-evolving and complex digital landscape.

November 1, 2024

by Mav Turner

· 12,139 Views · 2 Likes

Smart Routing Using AI for Efficient Logistics and Green Solutions

Investigate the role of AI in enhancing logistics efficiency and promoting environmental sustainability through advanced route optimization techniques.

November 1, 2024

by vuppulapati Chandra Sekhar Naidu

· 11,821 Views · 2 Likes

Boosting Efficiency: Implementing Natural Language Processing With AWS RDS Using CloudFormation

See a comprehensive configuration of an NLP-enabled AWS RDS environment utilizing AWS CloudFormation templates and an in-depth cost and performance analysis.

October 31, 2024

by Vijay Panwar

CORE

· 10,450 Views · 1 Like

Exploring AI-Powered Web Development: OpenAI, Node.js, and Dynamic UI Creation

OpenAI API, Node.js, and JSON Schema combine to generate AI-driven UIs from prompts, validated by schema — transforming web development with consistent results.

October 31, 2024

by Pradeep kumar Saraswathi

· 5,301 Views · 3 Likes

Multimodal RAG Is Not Scary, Ghosts Are Scary

Run ghastly multimodal analytics and Retrieval Augmented Generation with our "ghosts" collections in the open-source Milvus vector database.

October 30, 2024

by Tim Spann

CORE

· 4,770 Views · 3 Likes

Challenges and Ethical Considerations of AI in Team Management

AI is transforming team management by boosting efficiency and insights, but it brings challenges like privacy concerns, bias, and the risk of impersonal management.

October 30, 2024

by Nimit Gupta

· 6,739 Views · 3 Likes

Snowflake Cortex Analyst: Unleashing the Power of Conversational AI for Text-to-SQL

Find out more about how conversational AI for text-to-SQL using Snowflake Cortex Analyst unlocks the potential for data-driven decision-making.

October 30, 2024

by Kapil Kumar Sharma

· 6,978 Views · 1 Like

Inside the World of Data Centers

There is a constant shift towards cloud-native applications. Here, take a look into the workings of data centers that are hosting these cloud infrastructures.

October 29, 2024

by Arpit Jain

· 5,932 Views · 1 Like

Increase Model Flexibility and ROI for GenAI App Delivery With Kubernetes

Kubernetes enables a multiple model operating approach for GenAI app delivery that can increase innovation while reducing costs.

October 29, 2024

by Camille Crowell-Lee

· 8,792 Views · 2 Likes

Top Takeaways From Devoxx Belgium 2024

Gain insight from these takeaways, taken from several highlighted sessions presented during the most recent edition of Devoxx Belgium.

October 29, 2024

by Gunter Rotsaert

CORE

· 6,745 Views · 3 Likes

Harnessing the Power of Distributed Databases on Kubernetes

Explore the benefits of running distributed databases on Kubernetes in the age of AI

October 29, 2024

by Karthik Ranganathan

· 8,974 Views · 1 Like

Lifecycle Microservices With GenAI Tools

Using AI tools to help design, develop, modify, and deliver a microservice application requires the collaboration of stakeholders, SMEs, developers, and DevOps.

October 28, 2024

by Tyler Band

· 9,978 Views · 9 Likes

AI-Driven Intent-Based Networking: The Future of Network Management Using AI

In this article, explore AI-driven intent-based networking (IBN) as a solution to manage increasingly complex networks.

October 28, 2024

by Aditi Godbole

· 6,850 Views · 5 Likes

Exploring Foundations of Large Language Models (LLMs): Tokenization and Embeddings

Learn more about tokenization and embeddings, which play a vital role in understanding human queries and converting knowledge bases to generate responses.

October 25, 2024

by MIHIR MEHTA

· 6,569 Views · 3 Likes

Right-Sizing GPU and CPU Resources for Training and Inferencing Using Kubernetes

Learn how to harness advances in Kubernetes to optimize resource allocation by prioritizing workloads dynamically and efficiently based on need.

October 25, 2024

by Sanjay Basu PhD

· 8,185 Views · 2 Likes

Will GenAI Force Coders to Switch Careers?

Some suggest that devs may stop coding within 2 years as AI takes over coding tasks. Is this accurate? Will GenAI force coders to abandon their careers?

October 23, 2024

by Venu Moola

· 4,966 Views · 5 Likes

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