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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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Inspiring Thoughts

@Inspiringthoughts · Post #10892 · 07/21/2025, 12:08 AM

At the tender age of seven, Pranjali Awasthi embarked on her coding journey under the guidance of her engineer father. This early exposure ignited a passion for technology that would shape her future. By thirteen, Pranjali was interning at Florida International University, delving into machine learning projects. These experiences highlighted the challenges researchers face in data extraction, inspiring her to seek innovative solutions. In January 2022, at just sixteen, she founded Delv.AI, an AI-powered platform designed to streamline data extraction for researchers. The startup quickly gained traction, securing approximately $450,000 in funding from notable investors. Within a year, Delv.AI achieved a valuation of around ₹100 crore (approximately $12 million), a testament to Pranjali’s vision and determination. Pranjali’s journey exemplifies the power of early passion, innovative thinking, and unwavering dedication. Her story serves as an inspiration to aspiring entrepreneurs worldwide. #YoungEntrepreneur#AIInnovation#WomenInTech#TechProdigy#StartupSuccess#Marketinggrowmatics