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Source channel @githubtrending · Post #15168 · Sep 25

#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

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Coin Sonar

@CoinSonar · Post #243659 · 04/17/2026, 01:13 PM

#DOT | Volume spike (USDT PAIR) 62 times the average volume 485.88K USDT traded in 1 min └Selling vol: 380.79K USDT 🔴 Boost score: 1/10 24h Vol: 11.20M USDT (Binance) Price: 1.319 (-4.4% in 24h)

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Coin Sonar

@CoinSonar · Post #243338 · 04/16/2026, 10:12 PM

#DOT | Volume spike (USDT PAIR) 66 times the average volume 517.44K USDT traded in 1 min └Selling vol: 467.71K USDT 🔴 Boost score: 1/10 24h Vol: 11.20M USDT (Binance) Price: 1.325 (-4.4% in 24h)

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Free Binance Futures/Bybit/OKX/Kucoin/Bitget Signals & Bot

@binancefuturesignal · Post #35940 · 03/02/2026, 09:40 AM

🚀🚀Raining Profits in the Premium Group 🎯🎯#DOT/USDT has covered all the targets to give an amazing profit of 30% for all Premium Members 👁‍🗨Contact @futurechief to enter the premium group & make daily gains on Futures as well as Spot Market

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Crypto Headlines

@market_headlines · Post #28271 · 04/08/2026, 09:21 AM

🏦 Биржа Bybit отразила атаку с фейковыми депозитами на ~$1,000,000,000. В Bybit сообщили о том, что остановили серию атак с поддельными депозитами сразу в нескольких сетях. Потенциальный ущерб мог превысить $1b в токенах #DOT, но ни один пользователь не пострадал. ▪Схема: ➥ Злоумышленники создавали транзакции, которые выглядели как успешные депозиты, хотя реальные средства НЕ поступали. ➥ Использовали батч-операции – часть переводов проходила, а часть специально завершалась с ошибкой. ➥ Также применяли многошаговые транзакции, создавая «иллюзию» поступления средств без роста баланса. ▪В чем проблема: ➥ Некоторые системы смотрят только на статус транзакции или логи и могут засчитать «фейковый» депозит как настоящий. ▪Как отбились: ➥ Bybit проверяет не просто транзакцию, а фактическое изменение баланса и разбирает каждую операцию внутри нее: ⊹ Анализ внутренних транзакций. ⊹ Разбор батчей по частям. ⊹ Проверка владельца и структуры аккаунтов. ⊹ Финальная валидация по реальному балансу. Ранее: Bybit Card в России Crypto Headlines

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Pro Analysis

@proanalysistrader · Post #27717 · 06/30/2024, 01:13 PM

#DOT/USDT analysis - #DOT is in a downtrend, forming lower lows (LLs) and lower highs (LHs). The price is currently experiencing a pullback and facing rejection from the resistance zone. It is expected that the price will decline from this point and revisit previous lows. TF : 4h Entry : $6.154 Target : $5.538 SL : $6.462

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American Crypto©

@americancryptotrading · Post #27588 · 04/14/2026, 09:41 AM

🇺🇸#DOT/USDT is facing the lowerborder of the fallingwedge on the weekly timeframe💁‍♂️ A solid entry opportunity here✈️ American Crypto©

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American Crypto©

@americancryptotrading · Post #27535 · 02/15/2026, 09:26 AM

🇺🇸#DOT/USDT is facing the lowerborder of the fallingwedge pattern on the weekly timeframe🧐 Looking for a bounce and rally📈 American Crypto©

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American Crypto©

@americancryptotrading · Post #27398 · 10/06/2025, 09:20 AM

🇺🇸#DOT/USDT is stabilizing near the broken fallingwedge pattern on the 2D chart🧐 Looks bullish🐃 American Crypto©

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American Crypto©

@americancryptotrading · Post #27372 · 09/11/2025, 08:03 AM

🇺🇸#DOT/USDT is breaking the fallingwedge formation on the daily chart🧐 A pump is coming📈 American Crypto©

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American Crypto©

@americancryptotrading · Post #27311 · 07/14/2025, 07:59 AM

🇺🇸#DOT/USDT is bouncing from the lowerborder of the fallingwedge on the weekly timeframe🧐 Looks good for the midterm✈️ American Crypto©

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