AI/ML Resources

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

· 2,221 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

· 25,763 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

· 2,556 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

· 2,248 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

· 3,830 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

· 2,553 Views · 1 Like

Middleware in Autonomous Vehicles

Self-driving cars are becoming common; however, software development outside of ML topics is not well known. This post demystifies middleware for vehicles.

May 23, 2024

by Shobhit Kukreti

· 3,489 Views · 3 Likes

Optimizing the Traveling Salesman Problem: Integrating Graph Neural Networks With Branch and Bound Algorithms

Learn how integrating Graph Neural Networks (GNNs) with the Branch & Bound (B&B) algorithm significantly advances solving the Traveling Salesman Problem (TSP).

May 23, 2024

by Priyanka Koushik

· 4,500 Views · 2 Likes

Universal Semantic Layer: Going Meta on Data, Functionality, Governance, and Semantics

What is a universal semantic layer, and how is it different from a semantic layer? Is there actual semantics involved? Who uses that, how, and what for?

May 23, 2024

by George Anadiotis

· 1,602 Views · 1 Like

Securing Generative AI Applications

There are various types of security considerations needed to ensure the safety of a Gen AI application and the uptime of the application.

May 22, 2024

by Pranav Kumar Chaudhary

· 3,827 Views · 1 Like

Revolutionizing Machine Learning Pipelines: Google Cloud MLOps for Continuous Integration and Deployment

Google Cloud MLOps streamlines machine learning operations through automated CI/CD pipelines, scalable infrastructure, and comprehensive monitoring tools.

May 20, 2024

by Vijayabalan Balakrishnan

· 1,111 Views · 1 Like

7 Unique Ways To Use AI Tools for Data Analytics

Supplementing traditional methods of analyzing data with a variety of AI tools to help realize the potential of all available information.

May 20, 2024

by John Lafleur

· 1,202 Views · 1 Like

AI Risk Management Framework: A Technical Deep Dive for AI Developers

AI Risk Management Framework guides developers to build AI systems by identifying and mitigating risks through testing, secure coding, and continuous monitoring.

May 20, 2024

by Ram N

· 2,751 Views · 3 Likes

Using Primary, Partition, and Clustering Keys in ScyllaDB (or Cassandra)

Learn core data modeling concepts that are critical for optimizing performance in wide-column NoSQL databases.

May 20, 2024

by Guy Shtub

· 2,486 Views · 1 Like

Harnessing the Power of AI in Compliance Automation: Insights from Shrav Mehta, Founder and CEO, Secureframe

Discover how AI transforms compliance automation, its challenges, and best practices for developers, engineers, and architects.

May 20, 2024

by Tom Smith

CORE

· 1,038 Views · 1 Like

GenAI Demo With Kafka, Flink, LangChain and OpenAI

Explore the architecture and demo for open-source data streaming using Apache Kafka and Flink with Python, LangChain, and OpenAI LLM APIs in the cloud.

May 17, 2024

by Kai Wähner

CORE

· 3,570 Views · 1 Like