AI/ML Resources

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

· 3,101 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

· 4,614 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

· 3,945 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

· 4,136 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

· 6,386 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

· 4,355 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

· 6,562 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

· 6,493 Views · 8 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

· 4,036 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

· 3,227 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

· 5,986 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

· 3,198 Views · 2 Likes

Data Architectures With Emphasis on Emerging Trends

This article gives you a thorough rundown of the newest data architectures, tools, and technologies with an emphasis on emerging trends.

October 23, 2024

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 3,946 Views · 4 Likes

RAG Systems: A Brand New Architecture Tool

Discover how RAG systems boost AI by combining real-time data retrieval with language models for accurate, relevant responses.

October 23, 2024

by Pier-Jean MALANDRINO

CORE

· 3,942 Views · 5 Likes

Building Predictive Analytics for Loan Approvals

Here, explore various techniques for loan approvals, using models like Logistic Regression and BERT, and applying SHAP and LIME for model interpretation.

October 23, 2024

by Akmal Chaudhri

CORE

· 3,926 Views · 1 Like

How to Use Retrieval-Augmented Generation (RAG) Locally

This article explores how to use Retrieval-Augmented Generation (RAG) for building more effective and engaging conversational AI applications.

October 22, 2024

by Shamim Bhuiyan

· 3,373 Views · 2 Likes

Symbolic and Connectionist Approaches: A Journey Between Logic, Cognition, and the Future Challenges of AI

Explore the strengths and limitations of symbolic and connectionist AI as well as the challenges AI faces in replicating human experience and reasoning.

October 22, 2024

by Frederic Jacquet

CORE

· 2,729 Views · 1 Like

AI/ML Innovation in the Kubernetes Ecosystem

Recent innovations like the Model Registry, ModelCars feature, and TrustyAI are delivering manageability, speed, and accountability for AI/ML workloads

October 22, 2024

by Yuan Tang

· 4,238 Views · 4 Likes

Serverless NLP: Implementing Sentiment Analysis Using Serverless Technologies

Learn how to build a serverless application to perform sentiment analysis using AWS lambda, API Gateway, and NLTK's Vader library.

October 21, 2024

by Vamsi Kavuri

· 3,601 Views · 2 Likes

Hybrid Search: A New Frontier in Enterprise Search

Discover how hybrid search, with its exceptional search capabilities, can deliver relevant results with utmost accuracy for a better search experience.

October 21, 2024

by Taranjeet Singh

· 1,391 Views · 2 Likes

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