PTPrathamesh Thakareinprathamesh-thakare.hashnode.dev·Sep 29 · 15 min readBuilding Rag System From First PrincipalsWhat Is RAG? In general, Large Language Models are incredibly capable. They can answer questions, summarize text, write code, and perform many other tasks. But they are still general-purpose models. T00
PTPrathamesh Thakareinprathamesh-thakare.hashnode.dev·Sep 16 · 12 min readBuilding a Temporal-Based CI Orchestrator in GoIntroduction You push code to GitHub and your CI pipeline starts running. Then it happens: Lint fails. You fix it and push again. Tests fail. You fix that, push again, and now the build fails.Afte00
PTPrathamesh Thakareinprathamesh-thakare.hashnode.dev·Sep 4 · 16 min readUnderstanding LSM Trees From First Principles Introduction Before Starting on LSM Trees, Let's Rewind a Bit Imagine it's 1970-something, and you're building a simple database for a manga library. You need to store manga records: manga_id title00
