AI article
Architectural Bottlenecks and Mitigation Strategies in Production Grade RAG Systems
Community description: Building a production-ready Retrieval-Augmented Generation (RAG) architecture such as an enterprise...
Dev.to | Sep 28, 2026 | VICTOR KIMUTAI
Automated excerpt
High-Performance Text Segmentation and Context Window Optimization Raw enterprise data is naturally irregular. Large contexts introduce context dilution, inflate computational API costs, and significantly degrade semantic retrieval accuracy because fine-grained details get averaged out across a high-dimensional vector space. Engineers use semantic text segmentation or sliding-window chunking strategies.
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