TL;DR Our SOC's RAG pipeline retrieves over 142,000 closed XSOAR security tickets to...
TL;DR
Our SOC's RAG pipeline retrieves over 142,000 closed XSOAR security tickets to ground
investigation answers. After exhausting the easy wins — chunking, top-k, reranker
choice — we still saw the right historical ticket land at rank 5-10 too often, and
the LLM grounding its answer in a near-miss neighbor.
A month ago I started building a RAG system for financial document Q&A. First test: 2 out of 20...
Most agents that "hallucinate" in production aren't actually hallucinating. The right context existed...
My RAG system for financial document Q&A was stuck at 53% accuracy. I spent two weeks...
Imagine your team just deployed a sleek RAG-based docs assistant for the SaaS platform you develop....
RAG has become the default answer for giving LLMs access to private knowledge. And for good reason —...
Key Takeaways Use RAG for knowledge retrieval, changing data, and rapid iteration. Use fine-tuning...
