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Reading zvec at the implementation level: Design and minimal Python implementation of an in-process vector DB

I want to use vector search without setting up an external server. There are surprisingly many requirements like that. When you don't want to bring in Docker at the PoC stage, want to embed search ...
note

[May-June 2026] Local LLM Observation Log: Two Months of Specialized 4B Medical Models and the New Generation of Embeddings

This series is a fixed-point observation record of local LLMs for hospital pharmacists. Every month, I collect information from multiple AIs using the same research prompt, adding primary source ...
GitHub

LanceDB-Vector-Database

LanceDB vector database for embeddings, semantic retrieval, and multimodal search Developer-first workflows with LanceDB python, LanceDB API, and local data files Practical learning paths through ...
GitHub

retrieval-augmented-generation-rag

AI-Rag-ChatBot is a complete project example with RAGChat and Next.js 14, using Upstash Vector Database, Upstash Qstash, Upstash Redis, Dynamic Webpage Folder, Middleware, Typescript, Vercel AI SDK ...