Topic

Rag Pipelines

2 articles

Filter by topic

AllAi AutomationAI EngineeringCare CoordinationCustomer RetentionDevops CloudEcommerce DevelopmentHealthcare TechHipaa ComplianceHome HealthLuxury CrmLuxury RetailMachine LearningMobile DevelopmentProduct EngineeringRAGRag PipelinesSaas DevelopmentShopify PlusSoftware EngineeringWatch Retail
RAG Pipeline Design for Non-Hallucinating AI: What We Learned Shipping to Production
Ai Automation8 min read

RAG Pipeline Design for Non-Hallucinating AI: What We Learned Shipping to Production

Most RAG implementations that work in demos fail in production. Here's the architecture, including the chunking strategy, embedding model choice, hybrid retrieval, and confidence thresholding, behind a pipeline that achieves over 80% retrieval accuracy at scale.

Gaurang Ghinaiya

Gaurang Ghinaiya

June 6, 2026

Why AI Chatbots Hallucinate and How to Fix It
Ai Automation6 min read

Why AI Chatbots Hallucinate and How to Fix It

Hallucination is an inherent property of how language models work, not a bug that will be patched. Here is how to architect AI systems that cannot hallucinate about the things that matter.

Gaurang Ghinaiya

Gaurang Ghinaiya

June 3, 2026

Let's talk

Have a project in mind?

Tell us about your project below, or pick another way to reach us. Average response time: under 4 business hours.