AI/ML Resources

Use Guardrails for Safeguarding Generative AI Applications Built Using Custom or Third-Party Models

Learn how the ApplyGuardrail API can provide a flexible way to integrate Guardrails with your generative AI applications.

July 24, 2024

by Abhishek Gupta

CORE

· 3,691 Views · 1 Like

Democratizing Data With Graph RAG: What It Is, What It Can Do, How To Evaluate It

Graph RAG leverages the structured nature of knowledge graphs to organize data as nodes and relationships, enabling retrieval of relevant information.

July 24, 2024

by George Anadiotis

· 3,252 Views · 1 Like

ChaosMeta for AI: Taking AI Stability to the Next Level With Chaos Engineering

Chaos engineering is about proactively exposing and addressing system vulnerabilities, greatly enhancing system resilience.

July 24, 2024

by Gerald Boersma

· 3,320 Views · 1 Like

Consistency vs Availability: The Eternal Struggle in Distributed Databases

Since the CAP theorem dictates that systems can only guarantee two of the three properties, this article provides strategies to manage the trade-offs.

July 24, 2024

by Ajinkya Ghadge

· 5,683 Views · 9 Likes

History and Future of LLMs

LLMs are marvels of modern technology, complex in their function, massive in size, and enable groundbreaking advancements. Explore their history and future.

July 23, 2024

by Kevin Vu

· 5,400 Views · 1 Like

Step-By-Step Guide To Setting up and Training GANs for Image Generation

Learn to set up and train Generative Adversarial Networks (GANs) using TensorFlow and PyTorch for image generation and manipulation.

July 23, 2024

by Neha Dhaliwal

· 4,314 Views · 2 Likes

Cross-Platform Integration: Enabling Seamless Workflow Between AI, Microservices, and Azure Cloud

Cross-platform integration of AI, microservices, and Azure Cloud is essential for businesses looking for innovative IT solutions.

July 23, 2024

by Nilesh Charankar

· 6,782 Views · 3 Likes

Build End-To-End RAG Applications Using Airbyte and Snowflake Cortex

In this article, create a dedicated vector store directly within Snowflake — with no coding required — as the basis for AI applications.

July 23, 2024

by John Lafleur

· 2,668 Views · 1 Like

AI vs. Human: Who Detects Bugs Better?

AI-powered bug detection is changing the game by making software testing faster and more accurate. It helps find bugs early, improving product quality and cutting costs.

July 23, 2024

by Abhishek Mishra

· 5,055 Views · 2 Likes

Security Challenges in AI-Powered Applications

In this article, we're diving deep into these risks, looking at real-world examples, and discussing practical ways to protect these AI-driven solutions.

July 23, 2024

by Mayank Singhi

· 4,334 Views · 2 Likes

Task-Specific Large Language Models Using Distillation

Reducing LLM costs through distillation is an effective method for achieving cost-quality trade-offs for task-specific LLMs.

July 22, 2024

by Vikram Rao Sudarshan

· 4,411 Views · 1 Like

Use Guardrails To Prevent Hallucinations in Generative AI Applications

With a Contextual grounding check, you can prevent hallucinations by detecting irrelevant and ungrounded LLM responses. Learn more!

July 22, 2024

by Abhishek Gupta

CORE

· 7,968 Views · 3 Likes

The Foundation of AI and Analytics Success: Why Architecture Matters

Architecture drives AI and analytics success. Learn about key business drivers, engineering best practices, and innovative solutions from industry experts.

July 22, 2024

by Tom Smith

CORE

· 3,575 Views · 1 Like

Improving the Capabilities of LLM-Based Analytics Copilots With Semantic Search and Fine-Tuning

Learn how LLMs can be deployed to make critical decisions like domain-specific question-answering, SQL generation needed for data retrieval, and more.

July 22, 2024

by Meghana Puvvadi

· 3,161 Views · 4 Likes

Topic Tagging Using Large Language Models

Explore various techniques for organizing large amounts of content into topics using Large Language Models.

July 19, 2024

by Vikram Rao Sudarshan

· 5,167 Views · 1 Like

The Future of AI Art: Exploring the Capabilities of Stable Diffusion Web UI (Automatic 1111)

Automatic 1111's web UI for Stable Diffusion simplifies AI Image Generation: text-to-image, sketch-to-image, model training, and API integration detailed.

July 18, 2024

by Tharakarama Reddy Yernapalli Sreenivasulu

· 5,390 Views · 7 Likes

A Comprehensive Guide to MLflow for Machine Learning Lifecycle Management

Master MLflow from basics to advanced with practical examples and an end-to-end project for managing ML lifecycles using this comprehensive guide.

July 17, 2024

by Harsh Daiya

CORE

· 5,141 Views · 1 Like

Agentic AI 101: Understanding Artificial Intelligence Agents

What is agentic AI and how do these autonomous systems improve productivity, facilitate smarter decisions, and at the end of the day revolutionize industries?

July 17, 2024

by Frederic Jacquet

CORE

· 8,594 Views · 5 Likes

Why the Newest LLMs Use a MoE (Mixture of Experts) Architecture

Learn about the Mixture of Experts (MoE) architecture, defined as a mix or blend of different "expert" models working together to complete a specific problem.

July 17, 2024

by Kevin Vu

· 6,443 Views · 3 Likes

Understanding Big O Notation in Python

Learning Big O notation is crucial because it helps us understand the current efficiency of our code and guides us in optimizing it further.

July 16, 2024

by Shital Kat

· 4,222 Views · 1 Like

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