AI/ML Resources

4 Reasons Agentic AI Is Reshaping Enterprise Search

Discover how Agentic AI is transforming enterprise search, empowering smarter decisions, and enhancing self-service success.

February 4, 2025

by Taranjeet Singh

· 2,071 Views · 2 Likes

Build Modern Data Architectures With Azure Data Services

Modern data architecture with Azure enables scalable, secure, and efficient data management, real-time analytics, and business innovation.

February 4, 2025

by Aravind Nuthalapati

CORE

· 12,168 Views · 1 Like

Limitations of LLM Reasoning

This article provides an analysis of the reasoning limitations that exist in today's LLMs and the approaches to overcome them.

February 4, 2025

by Bhala Ranganathan

· 1,853 Views · 1 Like

Building a Full-Stack Resume Screening Application With AI

In this article, you'll learn how to build a smart resume analyzing application using the DeepSeek R1 open-source GenAI LLM model and save operation costs.

February 3, 2025

by Anujkumarsinh Donvir

CORE

· 4,586 Views · 9 Likes

90% Cost Reduction With Prefix Caching for LLMs

Up to 70% of prompts in LLM applications are repetitive. Prefix caching can reduce inference costs by up to 90%, thus optimizing performance and saving money.

February 3, 2025

by Mahak Shah

· 1,811 Views

Building Neural Networks With Automatic Differentiation

In this post, we will write a basic DNN using simple Python. To do that, we need to understand automatic differentiation and then implement it in code.

February 3, 2025

by Mayank Gupta

· 1,583 Views · 2 Likes

Building RAG Apps With Apache Cassandra, Python, and Ollama

A brief introduction to Apache Cassandra for retrieval-augmented generation using Python and Ollama for developing applications free of cost locally or on a server.

February 3, 2025

by Varun Setia

· 2,348 Views

Building Custom Tools With Model Context Protocol

Learn how to build MCP servers to extend AI capabilities. Create tools that AI models can seamlessly integrate, demonstrated through an arXiv paper search implementation.

January 31, 2025

by Aditya Karnam Gururaj Rao

· 2,966 Views

Web Scraping With LLMs, ScrapeGraphAI, and LangChain

In this article, learn how to use LLMs for web scraping with ScrapeGraphAI, LangChain, and Pydantic. This guide covers setup, configuration, and data extraction

January 31, 2025

by Juveria dalvi

· 3,034 Views

How to Build a Data Dashboard Prototype With Generative AI

This article is a tutorial that shows how to build a data dashboard to visualize book reading data taken from goodreads.com.

January 30, 2025

by Jo Stichbury

CORE

· 3,562 Views · 1 Like

Building a Machine Learning Pipeline Using PySpark

This article discusses building an efficient ML pipeline with PySpark, covering data loading, preprocessing, model training, and evaluation for large datasets.

January 30, 2025

by Abhishek Trehan

· 3,327 Views · 1 Like

Predicting Diabetes Types: A Deep Learning Approach

Machine learning analysis of diabetes in young Indians: Deep learning vs. XGBoost (64.75% vs. 74% accuracy) using health and lifestyle data.

January 29, 2025

by Aditya Karnam Gururaj Rao

· 2,259 Views · 1 Like

Metal and the Simulated Annealing Algorithm

The Simulated Annealing algorithm described in this article demonstrates its effectiveness as a powerful tool for finding optimal solutions to complex problems.

January 29, 2025

by Vitaly Kuznetsov (Ippolitov)

· 2,205 Views · 2 Likes

Gemini 2.0 Flash (Experimental): A Deep Dive for Developers

Gemini 2.0 Flash — In the blog, let us see the top 10 abilities of the LLM and how developers can utilize it to develop various applications.

January 29, 2025

by Akash Lomas

· 2,705 Views · 1 Like

Implement RAG With PGVector, LangChain4j, and Ollama

Apply vector search and RAG experiments to enhance query results and optimize data storage for text embeddings, specifically with Bruce Springsteen's album data.

January 28, 2025

by Gunter Rotsaert

CORE

· 2,035 Views · 1 Like

Using Spring AI to Generate Images With OpenAI's DALL-E 3

Integrate Spring AI with OpenAI's DALL-E 3 to generate images. Set up Spring Boot, configure the API integration, and customize settings easily.

January 28, 2025

by Danil Temnikov

· 6,558 Views · 7 Likes

Understanding Inference Time Compute

Inference time compute is a crucial factor in the deployment of machine learning models, where performance, efficiency, and user experience are key.

January 28, 2025

by Bhala Ranganathan

· 5,102 Views · 1 Like

Vector Storage, Indexing, and Search With MariaDB

Since MariaDB 11.7, you can store vectors for generative AI applications in a single database. Learn more about these new features.

January 28, 2025

by Alejandro Duarte

CORE

· 12,484 Views · 3 Likes

AWS Lambda Enhances Local IDE Experience With AI Support

Learn how to deploy code to AWS Lambda directly from Visual Studio using the AWS Toolkit for seamless development and testing.

January 27, 2025

by Swati Tyagi

· 5,144 Views · 2 Likes

Working With Vision AI to Test Cloud Applications

Tricentis Tosca's Vision AI simplifies UI testing with mockup-based test creation, self-healing capabilities, and built-in accessibility checks for dynamic applications.

January 27, 2025

by John Vester

CORE

· 18,229 Views

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