AI/ML Resources

Setup OpenAI Reverse Proxy With NGINX for ChatGPT

ChatGPT OpenAI reverse proxy with NGINX with step-by-step instructions for seamless integration to applications like Janitor AI or other services.

October 11, 2023

by Pappin Vijak

· 5,609 Views · 1 Like

LLaMA-v2-Chat vs. Alpaca: When Should You Use Each AI Model?

This article answers the questions: When should you use LLaMA-v2-Chat vs. Alpaca? What are the pros and cons of both AI models?

October 11, 2023

by Mike Young

· 1,536 Views · 1 Like

Unleashing AI Potential: The Rise of Cloud GPUs

Enter Cloud GPUs, a scalable, cost-efficient, and inclusive solution for the complex computing challenges posed by AI applications.

October 11, 2023

by Rajeev Bera

CORE

· 2,808 Views · 1 Like

Generate Music Using Meta’s MusicGen On Colab

Learn how to set up MusicGen on Colab, an advanced text-to-music model that uses artificial intelligence algorithms to generate captivating musical compositions.

October 10, 2023

by Mittal Patel

· 1,550 Views · 1 Like

Apache SeaTunnel, Milvus, and OpenAI Improve Accuracy and Efficiency of Book Title Similarity Search

Using Apache SeaTunnel, Milvus, and OpenAI, we can achieve more accurate book title similarity searches through large language models.

October 10, 2023

by Debra Chen

· 2,389 Views · 1 Like

Adding AR Filters to Video Calls Using DeepAR and Dyte

In this article, learn how to build a video calling app with AR filters using Dyte video SDK, DeepAR, and web components UI kit.

October 10, 2023

by Ishita Kabra

· 1,468 Views · 1 Like

AI in Java: Building a ChatGPT Clone With Spring Boot and LangChain

Learn to build a ChatGPT clone with Spring Boot, LangChain, and Hilla in Java. Cover both synchronous chat completions and advanced streaming completion.

October 9, 2023

by Marcus Hellberg

· 18,385 Views · 16 Likes

Understanding Minimal Spanning Trees: An Essential Concept in Graph Theory

In this article, we will delve into the world of MSTs, exploring their significance, properties, and practical applications.

October 9, 2023

by Aditya Bhuyan

· 1,851 Views · 2 Likes

Salesforce Einstein: You Build Your Customer Relationships, AI Helps Maintain Them Automatically

“Customer Relationship Management” (CRM) is essential for fostering organizational success in today's hyper-connected and cutthroat commercial environment.

October 9, 2023

by Nitin Kevadiya

· 1,291 Views · 1 Like

Generative AI in the Crosshairs: CISOs' Battle for Cybersecurity

ChatGPT and large language models (LLM) are the early signs of how generative AI will shape many business processes.

October 9, 2023

by Gaurav Agarwaal

· 1,911 Views · 1 Like

Midjourney V5: The Latest Version of Midjourney

The latest incarnation of Midjourney, known as V5, marks a milestone in the evolution of this art-generating artificial intelligence.

October 7, 2023

by Isaac Alvarez

· 2,832 Views · 1 Like

Bellman-Ford Algorithm: A Pathfinding Algorithm for Weighted Graphs

In this article, we will delve into the intricacies of the Bellman-Ford algorithm, exploring its underlying concepts, implementation details, and practical applications.

October 7, 2023

by Aditya Bhuyan

· 2,857 Views · 2 Likes

Application of Machine Learning Methods To Search for Rail Defects (Part 2)

Explore the application of machine learning methods to find radial cracks of bolted holes of railway rails by ultrasonic flaw pattern.

October 6, 2023

by Aleksei Kaliuzhnyi

· 4,609 Views · 4 Likes

Optimizing Machine Learning Models with DEHB: A Comprehensive Guide Using XGBoost and Python

In this article, we explore Distributed Evolutionary Hyperparameter Tuning (DEHB) and its application to the popular XGBoost machine learning algorithm using Python.

October 6, 2023

by Sai Nikhilesh Kasturi

· 2,433 Views · 1 Like

Improving Sentiment Score Accuracy With FinBERT and Embracing SOLID Principles

In this lab, I've improved market news sentiment analysis accuracy with a popular FinBERT ML algorithm using Python Jupyter Notebook.

October 6, 2023

by David Shilman

CORE

· 5,006 Views · 3 Likes

Exploring the Fascinating World of Graph Coloring

In this article, we will delve into the intricacies of graph coloring, explore its practical applications and examine some of the notable algorithms.

October 5, 2023

by Aditya Bhuyan

· 2,366 Views · 2 Likes

Modern MLOps Platform for Generative AI

A modern MLOps platform for Generative AI seamlessly integrates the practices of machine learning operations with the unique aspects of generative models.

October 5, 2023

by Navveen Balani

· 1,905 Views · 3 Likes

Resizing Images On-The-Fly

In this post, we described how to use Apache APISIX with imgproxy to reduce the storage cost of images in multiple resolutions.

October 5, 2023

by Nicolas Fränkel

CORE

· 2,974 Views · 4 Likes

Apache Kafka as Mission Critical Data Fabric for GenAI

Apache Kafka as real-time machine learning infrastructure for GenAI, chatbots, and large language models in mission-critical deployments.

October 5, 2023

by Kai Wähner

CORE

· 2,352 Views · 3 Likes

Deriving Organizational Value in the Age of AI

AI can improve an individual’s self-determination through greater competency, increased autonomy, and stronger relationships rather than feeling threatened by AI.

October 5, 2023

by Ashokkumar PrathabaReddy

· 3,107 Views · 2 Likes

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