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Source channel @githubtrending · Post #15299 · Nov 12

#python#agent#ai#aiagent#awesome#chatgpt#hacktoberfest#hacktoberfest2025#llm#long_short_term_memory#memori_ai#memory#memory_management#python#rag#state_management Memori is an open-source memory engine that gives AI language models human-like memory using standard SQL databases like PostgreSQL, MySQL, or SQLite.[1][2] With just one line of code, you can enable any LLM to remember conversations, learn from interactions, and maintain context across sessions.[1] The key benefits are significant cost savings of 80-90% compared to expensive vector databases, complete data ownership and transparency since memories are stored in SQL databases you control, and zero vendor lock-in allowing you to export and move your data anywhere.[1][3] Memori works with popular frameworks like OpenAI, Anthropic, and LangChain, making it easy to integrate into existing projects without complex setup.[1] https://github.com/GibsonAI/Memori

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Easy busy | with Tony Schneider 🇬🇧

@easy_busy_eng · Post #387 · 12/05/2025, 03:52 PM

🚀 OCRO IEO: Built to Rise, Designed to Reward IEOs are changing the game—and Octario Exchange is leading the way with OCRO. Unlike traditional ICOs, the OCRO IEO is hosted directly on the exchange, offering trust, transparency, and real structure. Powered by the Rising Edge Mechanism, OCRO’s price increases across 3 phases: from $0.30 to $0.80, before launching at $1.00. 📈 Each phase = limited supply + higher price 🎯 Early buyers = best value + built-in scarcity OCRO holders also get real utility: low gas fees, access to blockchain games, and real-world asset exposure. Don’t miss this rare chance to join a token economy engineered to grow. 👉 Participate now at 📢 Let’s talk about the Rising Edge Mechanism that makes OCRO unique: 📈 Upward-Only Pricing You can’t sell OCRO for less than your purchase price. Every sale must occur higher than the last. 🔓 Demand-Driven Supply Every buy unlocks more tokens from escrow, fueling circulation only when there is real demand. ⚡️ Momentum Over Volatility Instead of price drops, market activity creates upward pressure. The more people participate, the stronger OCRO becomes. 💠 This makes OCRO the first token designed to rise by design. 👉octario.exchange #OCRO#IEO#CryptoLaunch#OctarioExchange#BuiltToRise

Easy busy | with Tony Schneider 🇬🇧

@easy_busy_eng · Post #382 · 12/05/2025, 03:36 PM

INK GAME — OFFICIAL TEASER JUST DROPPED! Inspired by Squid Game. Dark. Intense. Only for the brave. 🎮🔥 The countdown has begun… 13 January 2026 — the arena opens. Only 456 players will step inside. Only the worthy will compete. 🔻 QUALIFICATION TO ENTER THE 456 🟥 20,000 USDT Direct Sales OR 🟥 10,000 USDT Self-Purchase (OCRO Phase 2) This isn’t just a launch event — it’s a selection. ⚡ Massive rewards. ⚡ One arena. ⚡ Choose your faction… and survive. #INKGame#Octario#OCRO#SquidGameStyle#456PlayersOnly

Easy busy | with Tony Schneider 🇬🇧

@easy_busy_eng · Post #263 · 05/27/2025, 09:02 AM

🚀 Top news! 🚀 We are launching the OCRO token with guaranteed growth - the price will rise from $0.02 to $0.10 in just 90 days from June 6th! 💥 And the best part: register with our exclusive link NOW and get a $50 gift as a thank you! 🎁 🔗 *https://octario.exchange/login/register?InvitationCode=833700* Join the future of crypto with guaranteed growth and cool bonuses! Don't miss your chance - join today! 🚀✨ #Crypto#TokenLaunch#OCRO#GuaranteedGrowth#Investments#CryptoCommunity#IEO