https://lawrence-dass.com//blog Full-stack developer and AI/ML engineer based in Vancouver, BC. I build production-grade systems with Next.js, TypeScript, and Node.js, working increasingly at the intersection of LLMs and RAG pipelines. Background includes financial dashboard engineering at Publicis Sapient (client: Wellington Management) and earlier experience in fraud detection and collections. en-us lawrence.Dass@outlook.in (Lawrence Dass) lawrence.Dass@outlook.in (Lawrence Dass) Tue, 24 Mar 2026 00:00:00 GMT https://lawrence-dass.com//blog/benchmarking_4_embedding_models https://lawrence-dass.com//blog/benchmarking_4_embedding_models I tested 4 encoders on 141 SEC filings. Voyage led retrieval at half the cost, BGE nearly matched it for free, and this is just the baseline. Tue, 24 Mar 2026 00:00:00 GMT lawrence.Dass@outlook.in (Lawrence Dass) ragembeddingsbenchmarkingvector-search