#python#ai#context#embedded#faiss#knowledge_base#knowledge_graph#llm#machine_learning#memory#nlp#offline_first#opencv#python#rag#retrieval_augmented_generation#semantic_search#vector_database#video_processing
Memvid lets you store millions of text pieces inside a single MP4 video file using QR codes, making your data 50-100 times smaller than usual databases. You can search this video instantly in under 100 milliseconds without needing servers or internet after setup. It works offline, is easy to use with simple Python code, and supports PDFs and chat with your data. The upcoming version 2 will add features like continuous memory updates, shareable capsules, fast local caching, and better video compression, making your AI memory smarter, faster, and more flexible. This means you get a powerful, portable, and efficient way to manage and search huge knowledge bases quickly and easily.
https://github.com/Olow304/memvid
Stract is an open source search engine where the user has the ability to see exactly what is going on and customize almost everything about their search results. It's a search engine made for hackers and tinkerers just like ourselves. No more searches where some of the terms in the query arent used, and the engine tries to guess what you really meant. You get what you search for.
https://stract.com
https://github.com/StractOrg/stract
#Web#Search#SearchEngine
#FLOSS
SimpleX Chat: private and secure cross platform messenger without any user IDs (not even random)
:~ E2E-encrypted messages with markdown and editing
:~ E2E-encrypted images and files
:~ Decentralized secret groups — only users know they exist
:~ E2E-encrypted voice messages
:~ Disappearing messages
:~ E2E-encrypted audio and video calls
:~ Portable encrypted database — move your profile to another device
:~Incognito mode —
unique to SimpleX Chat
Website : https://simplex.chat/
SimpleX Chat (SimpleX Chat - e2e encrypted messenger without any user IDs - private by design!)
https://f-droid.org/packages/chat.simplex.app/
Quick start – https://simplex.chat/docs/guide/readme.html
#SimpleXchat#security#privacy#encryption#E2EE
#FLOSS
NAPS2 - Scan #documents to PDF and more – https://www.naps2.com/
NAPS2 is free and open source scanning software for Windows, Mac and Linux.
Easily scan with devices from Canon, Brother, HP, Epson, Fujitsu, and more. Then save to #PDF, #TIFF, #JPEG, or #PNG with a single click.
#Scan#Floss
#cplusplus#apple_silicon#bsd#c_plus_plus#cmake#floss#game#gplv2#json#linux#lua#macos_app#python#strategy#windows
Widelands is a free, open-source real-time strategy game like Settlers II, where you lead a small clan to build roads, gather resources like wood and gold, manage four unique tribes, trade, or fight in single-player campaigns and multiplayer. Download it easily for Windows, Mac, or Linux, or compile from source with simple scripts and tools like CMake on various systems. This lets you enjoy deep, replayable empire-building fun at no cost, anytime with friends or AI.
https://github.com/widelands/widelands