Team Cake

How to Build an Agentic RAG Application
Your business has data everywhere—in documents, databases, and real-time streams. A standard RAG system can help you find answers within that data....

What is Agentic RAG? The Future of AI Automation
While people often imagine AI as one all-knowing brain, Agentic RAG operates more like a team of specialists. One agent plans, another queries your...

Top 8 Vector Databases: Choosing the Right One for Your Project
Vector databases have quietly become the backbone of modern AI applications—from RAG pipelines to intelligent search to fraud detection. As AI...

Top 9 Data Ingestion Tools for Seamless Data Pipelines
You're aiming to accelerate your AI projects, transforming raw data into actionable intelligence that drives your business forward. The journey from...

Real-World AI Applications: Transforming Industries
There’s no shortage of hype around artificial intelligence (AI). But the real story isn’t just about models or algorithms—it’s about AI applications....

Agentic AI Explained: Core Concepts, Uses, and Impact
We're all getting used to AI that can answer questions or generate content. But there's a new frontier emerging where AI doesn't just wait for...

Machine Learning Platforms: A Practical Guide to Choosing
Machine learning (ML) can often sound complex, perhaps even a little intimidating. But what if you had a comprehensive solution designed to simplify...

6 of the Best Open-Source AI Tools of 2025 (So Far)
Open-source AI is reshaping how developers and enterprises build intelligent systems—from large language models (LLMs) and retrieval engines to...