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Enterprise RAG

Illustration of a failed RAG program
Agentic RAG Thought Leadership Enterprise RAG

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

Skyler Thomas

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
How to Build Agentic Rag illustration
Agentic RAG Agents AIOps Enterprise RAG

How to Build an Agentic RAG Application

Abraham Sharp

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.
Agentic RAG Agents Enterprise RAG

What is Agentic RAG? The Future of AI Automation

Cake Team

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
Agentic RAG Open Source AIOps Enterprise RAG

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

Skyler Thomas

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