AI/ML Resources

Build Vector Embeddings for Video via Python Notebook and OpenAI CLIP

Delve into AI's capabilities to analyze video data and how vector embeddings, created with Python and OpenAI CLIP, can help interpret and analyze video content.

September 23, 2024

by Akmal Chaudhri

CORE

· 4,207 Views · 2 Likes

Decoding LLM Parameters, Part 1: Temperature

The first article in this multi-part series explores how parameter tuning impacts creativity, precision, and diversity in LLM content generation.

September 20, 2024

by Pavan Vemuri

CORE

· 6,829 Views · 9 Likes

Predicting Traffic Volume With Artificial Intelligence and Machine Learning

Explore the potential of random forest models in traffic forecasting and insights for future research aimed at improving urban traffic management systems.

September 19, 2024

by Aadi Jewargi

· 6,160 Views · 3 Likes

Enhancing Few-Shot Text Classification With Noisy Channel Language Model Prompting

Explore noisy channel language model prompting: few-shot text classification, enhancing stability, handling imbalanced data, and generalizing to unseen labels.

September 18, 2024

by Nakul Pandey

· 4,453 Views · 1 Like

Securing Your Enterprise With an Identity-First Security Strategy

Cyberattacks are becoming increasingly sophisticated. Learn how an identity-first security strategy can tackle the evolving cyber threats in an AI-first-world.

September 18, 2024

by Vijay Pitchumani

· 4,237 Views · 2 Likes

Zero to AI Hero, Part 4: Harness Local Language Models With Semantic Kernel; Your AI, Your Rules

Explore how to harness local language models with Semantic Kernel. Discover the power of running AI on your terms — secure, private, and under your control.

September 18, 2024

by Aneesh Gopalakrishnan

· 3,529 Views · 1 Like

AI and Technical Debt: Balancing Innovation and Sustainability

Learn how to navigate technical debt in AI projects, balance rapid adoption with long-term sustainability, and implement best practices for successful AI initiatives.

September 17, 2024

by Tom Smith

CORE

· 5,062 Views · 3 Likes

Algorithmic Advances in AI-Driven Search: Optimizing Query Processing for Precision and Speed

Explore concepts of AI-driven query processing, key algorithms that enhance search performance, and best practices for optimizing AI-powered retrieval systems.

September 17, 2024

by Lav Kumar

· 3,615 Views · 2 Likes

Build an Advanced RAG App: Query Routing

This article explores what query routing is in the context of a RAG application and how to set up a query routing mechanism with a simple case study.

September 16, 2024

by Roger Oriol

· 5,526 Views · 6 Likes

Retrieval-Augmented Generation (RAG): Enhancing AI-Language Models With Real-World Knowledge

In this post, we'll take a closer look at RAG, how it works, where it's being used, and how it might change our interactions with AI in the future.

September 16, 2024

by Mohan Krishna Mannava

· 3,610 Views · 2 Likes

Zero to AI Hero, Part 3: Unleashing the Power of Agents in Semantic Kernel

This article will guide you through building agents with Semantic Kernel, focusing on the key components and offering practical examples.

September 16, 2024

by Aneesh Gopalakrishnan

· 8,822 Views · 1 Like

How to Build an OpenAI Custom GPT With a Third-Party API

This tutorial demonstrates how to build a conversational user interface with OpenAI's Custom GPT using any third-party API.

September 12, 2024

by Akhilesh Joshi

· 7,348 Views · 2 Likes

Optimizing Data Management for AI Success: Industry Insights and Best Practices

Explore key strategies for effective data management in AI projects, including real-time access, federated queries, and data literacy for developers and engineers.

September 11, 2024

by Tom Smith

CORE

· 5,765 Views · 1 Like

Real-Time GenAI With RAG Using Apache Kafka and Flink to Prevent Hallucinations

Learn about context-specific real-time Generative AI (GenAI) with Retrieval Augmentation Generation (RAG) using Kafka and Flink to prevent hallucinations.

September 11, 2024

by Kai Wähner

CORE

· 4,797 Views · 2 Likes

Automatic 1111: Custom Sketch-to-Image API

Develop a custom Sketch-to-Image API for converting hand-drawn/digital sketches into photorealistic images using stable diffusion models powered by ControlNet.

September 10, 2024

by Tharakarama Reddy Yernapalli Sreenivasulu

· 5,636 Views · 6 Likes