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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40963 · 04/23/2026, 06:00 AM

Adultery in the later Middle Ages was punished by religious penance, fines, corporal punishment, and public humiliation. In southern France, a punishment called “the run” forced an adulterous couple to move through the streets. They were often naked or in undergarments. In some cases, the woman held a rope attached to her lover’s genitals. A town crier announced the sentence to gather a crowd. The couple could be beaten at crossroads during the procession. Over time, towns increasingly allowed fines instead of public humiliation, especially for those who could pay, while poorer people were more often sentenced to “the run.” ⚖️🏃‍♂️📜 [Read more] @googlefactss #MiddleAges#HistoryFacts#MedievalLaw#Adultery#france#punishment