AI/ML Resources

Enhancing Chatbot Effectiveness with RAG Models and Redis Cache: A Strategic Approach for Contextual Conversation Management

Implement RAG models in conjunction with LLMs, complemented by the use of session-based context management through Redis cache.

January 22, 2024

by Franklin Jebadoss

· 2,726 Views · 2 Likes

Provision Cloud Infrastructure Using Google Duet AI

This article helps to create a GKS cluster with Google Duet AI, leveraging Duet AI prompts for guidance in EKS cluster creation.

January 22, 2024

by KONDALA RAO PATIBANDLA

· 3,542 Views · 3 Likes

Build a Serverless GenAI Solution With Lambda, DynamoDB, LangChain, and Amazon Bedrock

Explore how DynamoDB is used as the chat history backend along with AWS Lambda Web adapter for response streaming.

January 22, 2024

by Abhishek Gupta

CORE

· 3,268 Views · 1 Like

Inventory Predictions With Databricks

Inventory management and integrating AI analytics involve leveraging advanced algorithms and models to gain insights, make predictions, or automate decision-making.

January 22, 2024

by Prashanth Mally

· 2,366 Views · 2 Likes

Event-Based Autoscaling: Ensuring Smooth Operations on Your Peak Days

Automate event-based autoscaling with AI, preventing overprovisioning, optimizing performance, and enhancing user experience in diverse industries.

January 21, 2024

by Raj Nair

· 3,392 Views · 3 Likes

How Artificial Intelligence (AI) Is Transforming the Mortgage Industry

This article explores how AI has emerged as a game-changer, helping lenders and borrowers.

January 21, 2024

by Amrish Solanki

· 2,452 Views · 3 Likes

Generate a CRUD API Using Low-Code and No-Code

By combining a CRUD generator with declarative programming constructs, you can ALMOST eliminate the need for software developers - But only ALMOST!

January 21, 2024

by Thomas Hansen

CORE

· 2,532 Views · 2 Likes

How to Build a Data Foundation for Generative AI

GenAI depends on data maturity, in which an organization demonstrates mastery over both integrating data (moving and transforming it) and governing its use.

January 19, 2024

by Charles Wang

· 4,089 Views · 3 Likes

AI for Web Devs: What Are Neural Networks, LLMs, & GPTs?

Good things to understand when building AI applications: artificial neural networks, LLMs, parameters, embeddings, GPTs, and hallucinations.

January 19, 2024

by Austin Gil

CORE

· 3,323 Views · 1 Like

Protecting Privacy in the Age of Edge AI: The Role of Homomorphic Encryption

Homomorphic Encryption secures data in Edge AI, ensuring privacy. Rising IoT and privacy concerns drive Edge AI growth, aided by tech giants' privacy-centric approaches.

January 19, 2024

by Deep Manishkumar Dave

· 3,872 Views · 2 Likes

Revolutionizing Kubernetes With K8sGPT: A Deep Dive Into AI-Driven Insights

Harness the power of AI-driven insights to oversee and manage Kubernetes clusters for optimal performance effectively.

January 19, 2024

by Josephine Eskaline Joyce

CORE

· 6,430 Views · 7 Likes

Non-Volatile Random Access Memory: Key Guidelines for Writing an Efficient NVRAM Algorithm

This article investigates the fundamentals of NVRAM, compares it to traditional solutions, and provides guidelines for writing efficient NVRAM algorithms.

January 18, 2024

by Viktoriia Erokhina

· 12,997 Views · 6 Likes

Top 9 Digital Transformation Trends in 2024

Navigate the evolving digital landscape with key trends in 2024, from low-code innovation to blockchain security, ensuring successful digital transformations.

January 18, 2024

by Sameer Danave

· 4,554 Views · 4 Likes

Accelerate Image Processing Tasks With Nvidia GPUs

This article will give a comprehensive guide on the intricacies of image processing and how Nvidia GPUs accelerate image processing tasks.

January 17, 2024

by Navcharan Singh

· 3,484 Views · 3 Likes

Enhancing GenAI Results With the Nearest Neighbor Algorithm

Nearest neighbor algorithms power the foundation for vector search functionality. So, how exactly does the nearest neighbor enhance generative AI?

January 17, 2024

by David Dieruf

· 1,986 Views · 2 Likes

The Next-Generation AI Application: What Is It and How Does It Work?

Next-gen AI blends edge computing and AI for transformative efficiency with ongoing improvement, impacting smart energy, cybersecurity, and diverse industries.

January 17, 2024

by Bharat P

· 2,085 Views · 1 Like