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When Not to Use Similarity Search in a RAG Pipeline

When Not to Use Similarity Search in a RAG Pipeline When we learn about RAG, the usual flow feels very natural. A user asks a question, we create an embedding, search the vector database, retrieve …

Navindu Chathuranga · 26 October 2026 · 5 min read

AI & ML

What If You Could Control Every AI Call From One Place?

What If You Could Control Every AI Call From One Place? A practical guide to putting one layer between your application and AI models, so you can track costs, switch models, manage access, and …

Navindu Chathuranga · 30 September 2026 · 14 min read