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Source channel @githubtrending · Post #15401 · Jan 8

#python#agent#agentic_ai#agentic_framework#agentic_workflow#ai#ai_agents#ai_companion#ai_roleplay#benchmark#framework#llm#mcp#memory#open_source#python#sandbox MemU lets AI systems take in conversations, documents, and media, turn them into structured memories, and store them in a clear three-layer file system. It offers both fast embedding search and deeper LLM-based retrieval, works with many data types, and supports cloud or self-hosted setups with simple APIs. This helps you build AI agents that truly remember past interactions, retrieve the right context when needed, and improve over time, making your applications more accurate, personal, and efficient. https://github.com/NevaMind-AI/memU

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Venture Village Wall 🦄

@venturevillagewall · Post #3893 · 01/16/2025, 01:00 PM

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Major Funding Rounds Announced in January Multiple startups have secured significant funding in January 2025: - Sygnum raises $58M. - Amogy nets $56M for its ammonia-based energy solution aimed at decarbonizing transportation by 2050. - Nelly achieves $52.57M to streamline digital documentation. - Bioptimus raises $41M for an AI foundation model in biology. - Orchid Security collects $36M to enhance application security. - Cresicor secures $30M for trade promotion management. - Hinge Bio raises $30M for antibody innovation. - SeeQC gets $30M for a digital quantum computing platform. - NatureMetrics raises $25M for biodiversity monitoring. - Vertical Compute nets $20.6M for data-intensive workload processing. Full details can be found on their respective websites. #Funding#Investment#Startup#Amogy#AI#Bioptimus#QuantumComputing#Sygnum#Security#NatureMetrics#Biodiversity#Technology#Transport#DigitalSignatures#Decarbonization#Semiconductors#DeepTech#Ecosystem#VC#Crypto