AI/ML Resources

Enhancing GenAI Applications With KubeMQ: Efficiently Scaling Retrieval-Augmented Generation

Achieve efficiency and reliability in your GenAI RAG workflows with KubeMQ for seamless message handling and FalkorDB for fast, scalable data storage/retrieval.

December 10, 2024

by Alvin Lee

CORE

· 3,343 Views · 3 Likes

Chunking Strategies for Optimizing Large Language Models (LLMs)

Different chunking approaches, such as fixed-size, recursive, semantic, and agentic chunking, are discussed, each with its own advantages.

December 9, 2024

by Usama Jamil

· 5,098 Views · 2 Likes

Beyond ChatGPT: How Generative AI Is Transforming Software Development

Learn how AI coding assistants improved our team's efficiency by 40%, from code reviews to debugging, while navigating real-world challenges and best practices.

December 9, 2024

by Igboanugo David Ugochukwu

CORE

· 5,512 Views · 8 Likes

Retrieval-Augmented Generation (RAG) With Milvus and LlamaIndex

Learn to build an RAG application with Milvus and LlamaIndex, which can quickly handle big data and retrieve relevant information, especially when adopted together.

December 9, 2024

by Ifeanyi Benny Iheagwara

· 2,549 Views

Snowflake vs. Databricks: How to Choose the Right Data Platform

Snowflake is ideal for data warehousing and SQL analytics, while Databricks excels at data engineering, machine learning, and real-time analytics.

December 6, 2024

by Rambabu Bandam

· 6,602 Views · 4 Likes

Utilizing AI and Database Technologies to Stimulate Innovation

Learn about the latest trends in database management, including serverless, cloud-native, and time-series databases, and their impact on data storage.

December 5, 2024

by Aparna Krishna Bhat

· 4,109 Views · 1 Like

Guide to LangChain Runnable Architecture

Understanding the foundations behind the LangChain framework provides universal knowledge that can be applied when building complex agent-based systems.

December 4, 2024

by Pavlo Sobchuk

· 4,337 Views · 4 Likes

An Introduction to Linear Programming: Concepts, Formulation, and Solution Methods

Methods like the Simplex and Interior-Point Methods, along with tools such as Google OR-Tools and the POT library, provide efficient solutions for LP problems.

December 3, 2024

by Salman Khan

CORE

· 12,763 Views · 5 Likes

AI Copilot Using AWS Multi-Agent Orchestrator

Build a personal AI copilot that can summarize news, interact with the calendar, and provide health tips using AWS Multi-Agent Orchestrator.

December 2, 2024

by Ravi Laudya

· 7,598 Views

Understanding Neural Networks

A comprehensive guide to the basics of neural networks, their architecture, and their types. Discover how AI mimics human senses with real-world applications.

December 2, 2024

by Akash Lomas

· 3,569 Views · 4 Likes

Categorizing Content Without Labels Using Zero-Shot Classification

Learn how zero-shot classification makes it easy to categorize content without needing labeled data by using pre-trained models for efficient results.

December 2, 2024

by Vamsi Kavuri

CORE

· 23,589 Views · 2 Likes

Leveraging AIOps for Observability Workflows: How to Improve the Scalability and Intelligence of Observability

AIOps can be implemented into new and existing observability workflows to increase scalability and uptime, improve incident detection, and reduce manual effort.

November 30, 2024

by Pranav Kumar Chaudhary

· 4,307 Views · 4 Likes

A Guide to Leveraging AI for Effective Knowledge Management

Learn how AI and RAG techniques revolutionize knowledge management, improve data retrieval, and create accurate, reliable business applications.

November 29, 2024

by Swati Tyagi

· 2,347 Views · 4 Likes

A Guide to Aspect-Based Sentiment Analysis With GPT and BERT

Explore rapid prototyping with GPT and custom BERT fine-tuning to extract targeted sentiment insights for nuanced text analysis and business applications.

November 28, 2024

by Vaibhavi Tiwari

· 3,038 Views · 1 Like

The Role of AI in Enhancing LMS Development for Modern Learners

AI has been improving learning management system development and producing more interesting and productive learning environments for contemporary students.

November 28, 2024

by Stylianos Kampakis

· 1,504 Views · 1 Like

Multi-Agent Conversation With AutoGen AI

A simple experiment with multiple collaborative AI Agents interacting via group chat to produce solutions architectures based on business requirements.

November 26, 2024

by Tony Siciliani

· 2,697 Views

Applying Machine Learning for Predictive Capacity Planning in PostgreSQL Databases

Using LSTM machine learning models for PostgreSQL databases can effectively predict resource usage, helping to prevent bottlenecks and improve efficiency.

November 26, 2024

by ELANGO MUTHUSAMY

· 2,022 Views · 1 Like