#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
🇯🇵 Elezioni #Giappone – Clamoroso exit poll di TBS: Il Partito Liberal Democratico della premier #Takaichi potrebbe da solo ottenere per la prima volta nella storia la super maggioranza dei 2/3 per cambiare la Costituzione.
Governo: 356
#LDP (conservatori): 321
#Ishin (destra libertaria): 35
Opposizione: 109
#CRA (centro): 50
#DPFP (centrodestra): 29
#Sanseito (estrema destra): 11
#Mirai (democrazia digitale): 8
#JCP (comunisti): 3
Altri: 8
@UltimoraPolitics24