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Agentic RAG

Illustration of a failed RAG program

Why 90% of Agentic RAG Projects Fail (and How Cake Changes That)

TL;DR Most RAG projects stall at 60%: Quick demos are easy to build, but brittle architectures break down before reaching production. The last 40%...

Published 09/25 3 minute read
Build vs. buy Agentic RAG: Balancing scale, cost, and business impact.

Agentic RAG: Build vs. Buy Guide

Your business runs on information, but it's often scattered across databases, documents, and different applications, making it difficult to get fast,...

Published 07/25 20 minute read
Best open-source tools for agentic RAG.

Best Open-Source Tools for Agentic RAG

Think about the difference between a smart speaker that can tell you the weather and a personal assistant who can check the forecast, see a storm is...

Published 07/25 18 minute read
Top agentic RAG use cases transforming industries.

5 Powerful Agentic RAG Use Cases Transforming Industries

Think of a standard RAG system as a very capable research assistant. You can ask it to find a specific document or fact, and it will retrieve it for...

Published 07/25 17 minute read
Top AI voice agent use cases for boosting CX and efficiency.

Top AI Voice Agent Use Cases: Boosting CX & Efficiency

Your customer service team is your company's front line, but they can't be everywhere at once. High call volumes lead to long wait times, and...

Published 07/25 18 minute read
How to Build Agentic Rag illustration

How to Build an Agentic RAG Application

Your business probably stores its internal information in many formats and locations — as Word documents and Excel spreadsheets, in local and cloud...

Published 07/25 20 minute read
Agentic RAG: AI agent using a laptop to automate tasks.

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...

Published 07/25 15 minute read
Vector Databases illustration

Top 10 Vector Databases: Choosing the Right One for Your Project

Key takeaways Vector databases are essential infrastructure for modern AI: They power search, memory, and retrieval across RAG, agentic, and...

Published 07/25 7 minute read