#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
⚡️Toncoin: TON Nominated for Best Developer Ecosystem
#TON#developers
Toncoin has announced that TON has been nominated for the Best Ecosystem Program for Developers at the BeInCrypto 100 Awards 2025. Enthusiasts and supporters can participate in public voting to support this achievement.
Source: link
@tonlines
EVAA Celebrates TON Mainnet Anniversary
#TON#developers
EVAA marks the anniversary of The Open Network Mainnet, launched on May 26, 2021. Over four years, the TON ecosystem has flourished with the contributions of active developers and TON Core.
Source: link
@tonlines
Tonnel Network: Telegram’s Financial Growth through Strategic Partnerships
#Telegram#developers
Tonnel Network highlights how Telegram’s financial stability has been strengthened through strategic partnerships with developers. These partnerships involve app and bot development, in-app purchases, and its advertising initiatives.
Source: link
@tonlines
We're a proud sponsor of the first Flow Hackathon – a global competition from 2/21–2/26 to push the limits of #web3#onFlow.
Beyond excited to be involved in the expansion of the #ecosystem and to provide an opportunity for developers to shine! 💡✨
This is what's up:
💰 $500K in prizes
🌐 Virtual & IRL events
📚 Education phase to learn more about building #onFlow
✨ Amazing speakers and judges
👨💻 Empowering #developers to do great things
Are you ready to build awesome innovations and earn prizes for your work?
Register today! 👇
https://hackathon.flow.com