AI/ML Resources

The Role of Tokenization in LLMs: Does It Matter?

Tokenization breaks text into smaller parts (tokens) for LLMs to process and understand patterns efficiently. It’s essential for handling diverse languages.

November 18, 2024

by Sundeep Goud Katta

· 2,073 Views · 2 Likes

A Step-by-Step Guide to Building an MLOps Pipeline for LLMs and RAG

Learn how to build an automated MLOps pipeline for LLMs and RAG models, covering key aspects like training, deployment, and continuous performance monitoring.

November 18, 2024

by Kuppusamy Vellamadam Palavesam

· 3,034 Views · 2 Likes

LangChain4J and Ollama: Chatbot Integration, Streaming, and RAG

Learn how to integrate LangChain4J and Ollama into your Java app and explore chatbot functionality, streaming, chat history, and retrieval-augmented generation.

November 15, 2024

by Nicolas Fränkel

· 2,639 Views · 12 Likes

Why AI Is a True System and More Than Just Software

AI is more than software — it's an adaptive system that combines various components to learn and interact, guided by human ethics.

November 14, 2024

by Frederic Jacquet

CORE

· 2,759 Views · 4 Likes

Data Architectures in the AI Era: Key Strategies and Insights

Data architecture is evolving rapidly due to the rise of GenAI, requiring companies to move away from data silos toward integrated data fabrics and data meshes.

November 14, 2024

by Suri (thammuio)

CORE

· 24,541 Views · 5 Likes

How to Get There: Bridging the Technology Gap Preventing You From Adopting a Secrets-Free Machine Identity Framework

Learn how to go from a world of secrets sprawl and into a future with secrets-free machine identity frameworks by adopting SPIFFE/SPIRE

November 13, 2024

by Dwayne McDaniel

· 1,997 Views

Building NLU Flows With Firebase GenKit and GitHub Models Powered by LLMs

Learn how to set up an NLU flow using Firebase Genkit AI and Firebase Functions to detect intents and entities from text using GitHub Models.

November 13, 2024

by Xavier Portilla Edo

CORE

· 938 Views · 2 Likes

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 (thammuio)

CORE

· 28,432 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

· 3,024 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

· 1,921 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

· 4,579 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

· 2,220 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

· 948 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

· 3,214 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

· 1,741 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

· 3,770 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

· 2,378 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

· 6,429 Views · 4 Likes