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Source channel @githubtrending · Post #15295 · Nov 11

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

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@githubtrending · Post #15172 · 09/27/2025, 12:00 PM

#go#cloud_infrastructure#hacktoberfest#oauth2_proxy#ssl#sso OAuth2-Proxy is an open-source tool that protects your web applications by requiring users to log in through OAuth2 or OpenID Connect providers like Google, Microsoft, or GitHub. It works as a reverse proxy or middleware, intercepting requests and redirecting users to authenticate before accessing your app. It supports many providers and can pass user details as headers to your app, enhancing security without changing your app’s code. It offers easy installation, pre-built binaries, and secure container images, making it simple to add strong authentication to your services, especially in Kubernetes environments. This helps you control access safely and efficiently. https://github.com/oauth2-proxy/oauth2-proxy

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@githubtrending · Post #15043 · 08/09/2025, 12:30 PM

#go#2fa#authentication#caddy#golang#middleware#nginx#selfhosted#sso#totp#traefik_middleware#typescipt Tinyauth is a simple tool that adds a login screen or OAuth login (Google, Github, etc.) to your Docker apps, making them secure easily. It works with popular reverse proxies like Traefik, Nginx, and Caddy. You can quickly set it up using their documentation and demo, and it supports basic authentication and API access. This helps protect your apps from unauthorized access without complex setup. It’s open source, actively developed, and has a helpful community on Discord for support. Using Tinyauth improves your app security with minimal effort and flexible login options. https://github.com/steveiliop56/tinyauth