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Adesoji Alu

  https://collabnix.com Adesoji brings a proven ability to apply machine learning(ML) and data science techniques to solve real-world problems. He has experience working with a variety of cloud platforms, including AWS, Azure, and Google Cloud Platform. He has a strong skills in software engineering, data science, and machine learning. He is passionate about using technology to make a positive impact on the world.

   



33 Stories by Adesoji Alu

The Ultimate Guide to Top LLMs for 2024: Speed, Accuracy, and Value

Introduction Large Language Models (LLMs) have revolutionized the field of artificial intelligence, enabling machines to understand, interpret, and generate human-like text with unprecedented accuracy....
0 2 min read

Cracking the Code: Estimating GPU Memory for Large Language Models

As AI enthusiasts and developers, we’ve all encountered the daunting task of deploying Large Language Models (LLMs). One crucial aspect of this process is...
0 3 min read

How to Build a Conversational Agent with OpenAI Realtime API

Imagine having a seamless, real-time conversation with an AI agent in your web application—no database setup, no additional infrastructure complexities. This blog introduces a...
0 3 min read

Install Docker Desktop on Windows

Install Docker Desktop on Windows This blog contains the download URL, information about system requirements, and instructions on how to install Docker Desktop for...
1 min read

Installing Docker Engine on Ubuntu: A Step-by-Step Guide

Installing Docker Engine on Ubuntu: A Step-by-Step Guide Docker Engine is a powerful tool for managing containers and is widely used in software development....
3 min read

Docker Terraform Provider for Efficient Resource Management

Docker Terraform Provider is a new tool designed to streamline the way users and organizations manage Docker-hosted resources. This includes managing repositories, configuring teams,...
6 min read

How to Install Docker on Windows Server

  Containers have become a fundamental part of modern application development and deployment. Whether you’re looking to streamline development processes or run isolated applications...
4 min read

Mastering Kubernetes Scaling: From Manual Adjustments to Intelligent Automation in just 8 steps.

Scaling applications in Kubernetes is essential for maintaining optimal performance, ensuring high availability, and managing resource utilization effectively. Whether you’re handling fluctuating traffic or...
7 min read

Testcontainers and Playwright

Discover how Testcontainers-Playwright simplifies browser automation and testing without local Playwright installations. Learn about its features, limitations, compatibility, and usage with code examples.
4 min read

Is NPU better than GPU?

When discussing hardware acceleration for AI workloads, both Neural Processing Units (NPUs) and Graphics Processing Units (GPUs) are leading technologies. However, the question of...
4 min read

PostgreSQL 17 Released: Boosting Performance and Enhancing Developer Experience

The PostgreSQL Global Development Group has unveiled PostgreSQL 17, the latest iteration of the world’s most advanced open-source database. Building on over 35 years...
3 min read

Exploring the Revolutionary Nemotron-4-340B-Instruct: Enhanced Instruction Following and Mathematical Reasoning

Model Overview Nemotron-4-340B-Instruct is a large language model developed by NVIDIA, designed for English-based single and multi-turn chat applications. It has been fine-tuned for...
4 min read

7 Steps to Mastering the Kubernetes Code Base: A Comprehensive Guide

In the world of container orchestration, mastering the Kubernetes code base is essential for developers and DevOps engineers alike. To get started with Kubernetes,...
4 min read

Kube-green: An Ultimate Method to Automatically Reduce Kubernetes Resource Waste

How many of your development or preview pods stay running during weekends or at night? It’s a waste of resources and money! But fear...
6 min read

1 Step to Market Research Report Generation: Designing Agentic Workflows for Complex LLM Applications

Market research report generation using large language models (LLMs) has become increasingly viable as these models continue to evolve. Learn more about LLM applications...
5 min read

2 ways to Assessing and Evaluating LLM Outputs: Ensuring Relevance, Accuracy, and Coherence of LLMs

As large language models (LLMs) become increasingly integrated into applications, ensuring their outputs are relevant, factually accurate, and coherent is paramount. In this blog...
4 min read

2 Ways to Building an Intelligent LLM-Based Voice Chatbot with Minimal Latency

In today’s fast-paced digital world, conversational AI and chatbots are transforming the way we interact with machines. A critical element of an intelligent chatbot...
3 min read

3 Proven Methods for Real-Time Voice Transcription Success: Balancing Precision and Performance in Critical Industries

In industries like healthcare, legal, and finance, real-time voice transcription has become critical. The demand is not only for transcription speed but also for...
7 min read

How to Build an End-to-End RAG Multi-agent App for the AI Product Development Team

In this document, we will explore the process of building an end-to-end Retrieval-Augmented Generation (RAG) multi-agent application tailored for an AI product development team....
2 min read

Powerful RAG Techniques for AI and NLP Projects

Retrieval Augmented Generation also known as (RAG) is the process of optimizing the output of a large language model, so it references an authoritative...
21 min read

Deploying a Next.js App on HTTPS with Docker Using NGINX as a Reverse Proxy

In this tutorial, we’ll walk through setting up a Docker Compose environment where NGINX serves as a reverse proxy for a Next.js application. This...
2 min read

Designing a Chatbot for PDF-Based Company Information

In today’s digital age, companies often store critical information in PDF documents. However, accessing specific data within these PDFs can be cumbersome and time-consuming....
2 min read

Docker for Data Science: An Introduction

Docker is an open platform designed to simplify the development, shipping, and running containerised applications. By using Docker, you can isolate applications from the...
5 min read

Llama 3.1 – 405B, 70B & 8B with Multilinguality and Long Context

Llama 3.1 is out! 23rd of July, facebook announced the next iteration of the Llama family to Hugging Face. It’s exciting for hugging face...
15 min read

Introducing Trace: A Python Framework for Optimizing Automation in AI Systems

Microsoft Research and Stanford University have unveiled Trace, a novel Python framework designed to revolutionize AI system optimization. This new tool focuses on automating...
1 min read

Generative AI in 6G Networks: What problem does It solve?

In the fast-evolving world of technology, the integration of Generative AI (GAI) with 6G networks has emerged as a significant leap forward. This cutting-edge...
8 min read

How to install Docker on Oracle Linux: A Step-by-Step Guide

Oracle Linux is a robust and reliable operating system designed for enterprise workloads. Here are some of its key features: Installing Docker and Docker...
2 min read

What is OpenDevin and what Number 1 problem does it solve for you?

Software development is becoming increasingly complex. From managing intricate codebases to deploying applications across various platforms, developers face a multitude of challenges. OpenDevin is...
11 min read

Real-world applications of Large Language Models(LLM) Across Industries

Large Language Models (LLMs) have revolutionized a wide range of industries with their advanced capabilities in generating human-like text. This extends far beyond just...
5 min read

Understanding Large language Models: A Comprehensive Guide – Part 1

Discover the fascinating world of Large Language Models (LLMs) and their impact on human knowledge and creativity. Learn how these AI marvels generate human-like...
4 min read

The Importance and Use Cases of GPT AI: Transformer Architecture and Versatility

Discover the power of GPT AI - a revolutionary model by OpenAI for natural language processing. Learn about its transformer architecture and versatile applications.
7 min read

Why are LLMs Important?

Discover the technical components that power Large Language Models (LLMs) and understand how they revolutionize human-computer interactions and language processing.
6 min read

How to Containerise a Large Language Model(LLM) App with Serge and Docker

Large language models (LLMs) are a type of artificial intelligence (AI) that are trained on massive datasets of text and code. They can be...
4 min read
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