AI/ML Resources

LLMops: The Future of AI Model Management

LLMOps enhances MLOps for generative AI, focusing on prompt and RAG management to boost efficiency, scalability, and streamline deployment while tackling resource and complexity challenges.

November 12, 2024

by Suri Nuthalapati

CORE

· 7,065 Views · 1 Like

Enhancing Code Analysis With Code Graphs

Explore how code graphs simplify code understanding and elevate software development, and discover tools that help improve your code analysis workflow.

November 12, 2024

by Balaji Dhamodharan

· 830 Views · 3 Likes

Understanding AI-Driven Adaptive Consistency in Distributed Systems

Learn how AI-powered adaptive consistency allows distributed systems to flexibly balance consistency, availability, and performance in real time.

November 12, 2024

by Suruchi Shah

· 659 Views · 1 Like

Open-Source AI Tools for More Efficient Development

Explore the best free and open-source AI tools to supercharge your development workflow from code generation and bug detection to machine learning integration.

November 11, 2024

by Santhosh Vijayabaskar

CORE

· 1,661 Views · 5 Likes

5 Tips for Fine-Tuning LLMs

Master LLM fine-tuning with expert tips on data quality, model architecture, and bias mitigation and boost performance and efficiency in AI development.

November 11, 2024

by Kevin Vu

· 1,174 Views · 1 Like

Revolutionize Speech-Based Chatbots With AI Agents

This article explores how large language models, generative AI, and retrieval-augmented generation enable the creation of highly reactive and intelligent AI agents.

November 11, 2024

by Prajwal Kulkarni

· 390 Views · 2 Likes

A Guide to Building Data Intelligence Systems: Strategic Practices to Building Robust, Ethical, and AI-Driven Data Structures

The foundation of data intelligence systems centers around transparency, governance, and the ethical and responsible exploitation of cutting-edge technologies, particularly GenAI.

November 8, 2024

by Frederic Jacquet

CORE

· 2,152 Views · 2 Likes

Build a Multilingual Chatbot With FastAPI and Google Cloud Translation

Create a multilingual chatbot that utilizes FastAPI and Google Cloud Translation for seamless communication across languages.

November 7, 2024

by Neha Dhaliwal

· 679 Views · 1 Like

The Data (Pipeline) Movement: A Guide to Real-Time Data Streaming and Future Proofing Through AI Automation and Vector Databases

Dive into the essential strategies for leveraging real-time data streaming, AI automation, and vector databases to drive actionable insights.

November 7, 2024

by Tuhin Chattopadhyay

CORE

· 2,279 Views · 3 Likes

Model Compression: Improving Efficiency of Deep Learning Models

Model compression is a key component of real-time deployment of deep learning models. This article explores different approaches to make models more efficient.

November 6, 2024

by Inderjot Singh Saggu

· 1,250 Views · 6 Likes

Building Scalable AI-Driven Microservices With Kubernetes and Kafka

AI microservices, Kubernetes, and Kafka enable scalable, resilient intelligent applications through modular architecture and efficient resource management.

November 6, 2024

by Dileep Kumar Pandiya

· 4,416 Views · 3 Likes

Integrated Gradients: AI Explainability for Regulated Industries

Learn how Integrated Gradients helps identify which input features contribute most to the model's predictions to ensure transparency.

November 6, 2024

by Vamsi Kavuri

CORE

· 689 Views · 3 Likes

Build Retrieval-Augmented Generation (RAG) With Milvus

Learn to manage hallucinations by building RAGs with Milvus. Developers can embed similarity searches and use unstructured data for LLMs.

November 5, 2024

by Ifeanyi Benny Iheagwara

· 11,596 Views · 2 Likes

Harnessing GenAI for Enhanced Agility and Efficiency During Planning Phase

Learn how GenAI revolutionizes PI Planning by improving decision-making, tracking, and communication, driving more efficient and agile execution across teams.

November 5, 2024

by Yogesh Rathod

· 11,319 Views · 4 Likes

Two-Pass Huffman in Blocks of 2 Symbols: Golang Implementation

One of the most famous compression algorithms is Huffman coding. Here, see an advanced version: a block-based, 2-symbol, two-pass Huffman algorithm in Golang.

November 5, 2024

by Daniil Koshelev

· 9,255 Views · 4 Likes

How to Protect Yourself From the Inevitable GenAI Crash

GenAI has a case of the "shiny things" syndrome. Is a GenAI crash inevitable? Explore an experienced take in this article.

November 4, 2024

by Jason Bloomberg

· 10,853 Views · 6 Likes

AI-Powered Flashcard Application With Next.js, Clerk, Firebase, Material UI, and LLaMA 3.1

Create flashcards: Next.js for the front end, Clerk for user authentication, Firebase for storage, Material UI for an interface, and LLaMA 3.1 for generation.

November 4, 2024

by Vaibhavi Tiwari

· 13,400 Views · 7 Likes

Using Oracle Database 23AI for Generative AI RAG Implementation: Part 1

Explore the basics of vectors and embeddings, how the Oracle vector DB works, and develop a RAG application to enhance a local LLM.

November 4, 2024

by Shamim Bhuiyan

· 9,723 Views · 1 Like

Ditch Your Local Setup: Develop Apps in the Cloud With Project IDX

Start building web apps in the cloud with Project IDX! This guide explores the features of Google's cloud IDE and shows you how to create a new React project.

November 4, 2024

by Anujkumarsinh Donvir

CORE

· 13,018 Views · 8 Likes

Digitalization of Airport and Airlines With IoT and Data Streaming Using Kafka and Flink

Take an in-depth look at IoT and data streaming using Kafka and Flink at airports such as Schiphol AMS and airlines like Lufthansa and Cathay.

November 4, 2024

by Kai Wähner

CORE

· 9,799 Views · 2 Likes

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