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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 #4053 · 02/02/2025, 07:00 PM

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Bitcoin Mirrors 2015-2018 Market Cycle 📈 A new report from *Glassnode* outlines parallels between Bitcoin's current bullish trend and the 2015-2018 market cycle. Key insights include: - Price retracements align with Fibonacci thresholds of 10.1%-23.6%. - Current capital inflows doubled, but below the previous cycle's peak. - Centralized exchanges have seen reserves drop from 3.1M BTC to 2.7M BTC. - 1.1M BTC shifted from long-term to short-term wallets during price ascent. While Bitcoin's macro trend is bullish, cautions arise about distribution phases preceding waning demand. Historical patterns suggest potential market stability ahead. Full report here #Bitcoin#MarketCycle#Crypto#Finance#Investment#BullMarket#Glassnode#Fibonacci#BTC#Trading#Economy#Reserves#ETF#InvestorBehavior#Liquidity#PriceAction#Trends#Analytics#Research#CapitalInflows#LongTermInvestors#ShortTermInvestors