#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
Android Tool
Program to manage control Android devices with Fastboot and ADB
Main Features:
Batch and single app installation (.apk files)
Disable, enable or uninstall system apps
Open, force stop or clear data of your apps
Receive and save logs from your device
Install or boot custom recovery or wipe partitions
Save apps list
Always relevant links to firmware and everything you need
And more
https://github.com/fast-geek/Android-Tool
Download - https://github.com/fast-geek/Android-Tool/releases
Telegram channel - @android_tooI
Telegram chat - @android_tooI_chat
4PDA thread - https://4pda.to/forum/index.php?showtopic=1000362
📡@NoGoolag📡@Libreware
#adb#fastboot
How to run #ADB and #fastboot in #Termux without root to unlock #bootloader, run ADB commands, remove #bloatware, flash ROM, or even root another #Android
https://www.mobile-hacker.com/2025/06/16/how-to-run-adb-and-fastboot-on-a-non-rooted-android-smartphone-using-termux/:
1. It supports debloating of various manufacturers and mobile carriers such as LG, Samsung, Xiaomi, Huawei, Oppo, Realme, Vivo, ZTE, OnePlus, Nokia, Sony, Asus, Google, Fairphone, Motorola, Tecno, Unihertz.
2. Full access to the app’s private storage — including databases, tokens, cached credentials, config files, or even offline user data.
3. Another common issue in AndroidManifest.xml is this flag: When enabled (which it is by default unless explicitly disabled), Android allows the app’s private data to be backed up via ADB — again, even on non-rooted devices.
Android, use termux-adb command instead of adb
https://github.com/nohajc/termux-adb
Android debloater for pc and debloat lists
https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation
https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation/blob/main/resources/assets/uad_lists.json
#debloat