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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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Venture Village Wall 🦄

@venturevillagewall · Post #3881 · 01/15/2025, 10:00 AM

Major Funding Rounds Announced Multiple companies secure significant funding this month: - Databricks: $5B on Dec 17, 2024. - Nordic Investment Bank: $795.2M on Jan 9, 2025. - Brex: $235M on Jan 13, 2025. - Bjelin Group: $204.31M on Jan 13, 2025. - Caidya: $165M on Jan 13, 2025. - Harbinger: $100M on Jan 14, 2025. - Vita Group: $84.53M on Jan 10, 2025. - Aerin Medical: $32.5M on Jan 13, 2025. - Clear Labs: $30M on Jan 13, 2025. - Labviva: $25M on Jan 13, 2025. - Raspberry AI: $24M on Jan 13, 2025. - Conceivable Life Sciences: $18M on Dec 17, 2024. - Pimax VR: $13.64M on Jan 13, 2025. - Intelex Vision: $6.82M on Jan 13, 2025. - bythen: $5M on Jan 14, 2025. - Genesy AI: $4.82M on Jan 14, 2025. - Primus: $3.5M on Jan 13, 2025. - Wultra: $3.09M on Jan 15, 2025. - BIMINI Biotech: $3.06M on Jan 13, 2025. - Red Sky Health: $3M on Jan 13, 2025. Details can be found in the respective links. #Funding#Investment#Databricks#NordicInvestmentBank#Brex#Caidya#Harbinger#VitaGroup#AerinMedical#Labviva#RaspberryAI#ConceivableLifeSciences#PimaxVR#IntelexVision#GenesyAI#Wultra#AI#VC#Healthcare