AI/ML Resources

Beyond A/B Testing: How Multi-Armed Bandits Can Scale Complex Experimentation in Enterprise

Multi-armed bandits (MAB) is a powerful alternative that can scale complex experimentation in enterprises by dynamically balancing exploration and exploitation.

June 5, 2024

by Sapan Patel

· 2,862 Views · 1 Like

How To Build a Shopping Cart AI Chatbot

In this article, I show how to use Magic's Low-Code features to build an AI-based shopping cart for an online e-commerce store.

June 5, 2024

by Thomas Hansen

CORE

· 2,499 Views · 2 Likes

Add Flexibility to Your RAG Applications in Amazon Bedrock

Knowledge Bases for Amazon Bedrock is a fully managed capability that helps you implement the entire RAG workflow from ingestion to retrieval and prompt augmentation.

June 5, 2024

by Abhishek Gupta

CORE

· 3,248 Views · 1 Like

Take Your First Steps for Building on LLMs With Google Gemini

Learn to build an LLM application using the Google Gemini API and deploy it to Heroku. This guide walks you through setup, code, and deployment step-by-step.

June 5, 2024

by Alvin Lee

CORE

· 4,605 Views · 2 Likes

I Built a Reusable Dashboard for Read the Docs Traffic Analytics Using Vizro-AI

This article explores a simple, low code, and open-source solution to build a dashboard to visualize traffic data for documentation.

June 4, 2024

by Jo Stichbury

CORE

· 2,136 Views · 1 Like

LLMs Get a Memory Boost with HippoRAG

HippoRAG, a new RAG framework, uses a knowledge graph to represent connections between concepts, enabling LLMs to reason and provide more accurate, nuanced answers.

June 4, 2024

by Indrajit Bhattacharya

· 2,415 Views · 1 Like

Enhancing Vehicle Routing Problems With Deep Reinforcement Learning and Metaheuristics

Combining machine learning methods and traditional optimization techniques for logistics and fleet management execution optimizations.

June 3, 2024

by Sumit Mittal

· 3,327 Views · 2 Likes

Navigating the AI and Machine Learning Landscape: Insights From Indicium’s CDO

Indicium CDO Daniel Avancini shares insights on navigating the AI/ML landscape, from challenges and best practices to emerging trends.

June 3, 2024

by Tom Smith

CORE

· 1,926 Views · 1 Like

The Impact of AI and Platform Engineering on Cloud Native's Evolution: Automate Your Cloud Journey to Light Speed

AI and platform engineering are emerging as revolutionary integrations for cloud-native environments, increasing scalability, reliability, and efficiency.

June 3, 2024

by Kellyn Gorman

CORE

· 4,589 Views · 1 Like

Introduction to Retrieval Augmented Generation (RAG)

RAG is a powerful AI approach that uses real-time data retrieval to provide accurate, contextually appropriate responses, aiding in the development of AI applications.

June 3, 2024

by Ravi Kumar Batchu

· 3,040 Views · 1 Like

Elevating Defense Precision With AI-Powered Threat Triage in Proactive Dynamic Security

This article sheds light on how artificial intelligence and cybersecurity converge to revolutionize threat detection, incident response, and vulnerability management.

May 31, 2024

by Chinelo Okonkwo

· 2,381 Views · 3 Likes

Optimal CX With Hidden Prompts: The Secret Sauce of Prompt Engineering for LLMs

One of the most effective yet often overlooked techniques in prompt engineering is the use of hidden prompts, also known as system prompts.

May 31, 2024

by Sapan Patel

· 2,257 Views · 1 Like

Ollama + SingleStore - LangChain = :-(

Previously, we saw how LangChain provided an efficient and compact solution for integrating Ollama with SingleStore. But what if we were to remove LangChain?

May 31, 2024

by Akmal Chaudhri

CORE

· 1,936 Views · 1 Like

Building Robust ML Systems: Best Practices for Production

The blog delves into practical tips and techniques for transitioning from an ML concept to a robust, operational product.

May 31, 2024

by Rachita Naik

· 2,701 Views · 2 Likes

How To Build a Basic RAG App

This article will guide you on starting out with Retrieval-Augmented Generation with LLMs. You will learn what RAG is and how to implement it in your application.

May 30, 2024

by Roger Oriol

· 1,402 Views · 1 Like

From Code to Insight: Using NLP and Sentiment Analysis in Git History

In this article, I will explain how to utilize technical textual data to transform traditional team management and achieve better results.

May 28, 2024

by Pavel Perfilov

· 24,952 Views · 102 Likes

Building an AI-Powered Slack Bot With IBM WatsonX

Leverage WatsonX's AI capabilities to create innovative applications that streamline processes and boost productivity, making life easier and more productive for users.

May 28, 2024

by Pradeep Gopalgowda

· 1,109 Views · 7 Likes

Firebase Genkit With Ollama

Explore a Firebase project that uses the Gen AI Kit with Gemma using Ollama and learn how to test it locally with the Firebase emulator and the Gen UI Kit.

May 27, 2024

by Xavier Portilla Edo

CORE

· 1,251 Views · 1 Like

Leveraging AI and Vector Search in Azure Cosmos DB for MongoDB vCore

This article explains the inbuilt vector search functionality in Cosmos DB for MongoDB vCore and also provides a quick exploration guide using Python code.

May 26, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 2,411 Views · 3 Likes

Application Task Driven: LLM Evaluation Metrics in Detail

List of common LLM systems evaluation metrics that are based on specific applications and a supporting open-source framework.

May 24, 2024

by Sapan Patel

· 1,000 Views · 1 Like

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