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Why I Started Exploring Semantic Search I'm building Second Memory, a personal memory application that allows users to save their memories and retrieve them later through natural-language questions. O
Authentication is essential to Second-Memory, but it isn't its core business. The goal of Second-Memory is to help users capture their thoughts and retrieve meaningful information from them. Building
Why a Monorepo? A monorepo is a single repository containing multiple distinct projects, with well-defined relationships. — Monorepo Explained A monorepo makes sense when multiple projects have mean
After deciding to use microservices, the next question was: How should I organise the codebase? I chose a monorepo. Second-Memory has several applications and services: apps/ web/ mobile/ service
The initial architecture had three main backend responsibilities: Memory Service Ask Service Embedding Worker But there was another architectural decision behind this: Why make them separate serv
Why the Outbox Pattern, Queue, and Embedding Worker? The previous post covered why I chose pgvector for semantic search. But there was another question: When should a memory be embedded? At first, it