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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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Interesting Planet 🌍

@interesting_planet_facts · Post #1367 · 04/07/2026, 12:11 PM

🌎 In the Mariana Trench, the deepest part of the ocean, researchers have found strange microbial life living over 10,900 meters below the surface. These microbes survive by breaking down chemicals from rocks, not sunlight, and help recycle nutrients in this harsh environment. ✨ #ocean⚡#trench⚡#microbes 👉subscribe Interesting Planet 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #456 · 11/15/2025, 08:31 PM

🌍 Some bacteria and fungi live deep in rocks of the lithosphere, far below where sunlight reaches. These life forms connect the biosphere to Earth's rocky layer in ways once thought impossible. ✨ #lithosphere⚡#biosphere⚡#microbes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #262 · 09/19/2025, 12:12 AM

🌍 Earth’s spheres aren’t fixed—they overlap at microbe level. Extremophiles, tiny life forms, live deep underground rocks, linking the biosphere to the lithosphere in some of Earth's harshest zones. ✨ #lithosphere⚡#biosphere⚡#microbes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Interesting Planet 🌍

@interesting_planet_facts · Post #382 · 07/22/2025, 02:22 AM

🌎 Vibrant hot springs in Yellowstone glow with brilliant colors thanks to heat-loving bacteria called thermophiles. These microbes produce pigments that create beautiful bands of green, yellow, and orange around the steaming pools. ✨ #Yellowstone⚡#microbes⚡#geology 👉subscribe Interesting Planet

Interesting Planet 🌍

@interesting_planet_facts · Post #611 · 08/22/2025, 08:22 PM

🌎 The salt-loving halophiles of California’s pink Lake Hillier thrive where few others survive. These tiny microbes give the lake its vivid color by producing pigments that protect them from extreme salt and sunlight—turning the water a bubblegum pink! ✨ #microbes⚡#pigment⚡#lakes 👉subscribe Interesting Planet ​

Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40375 · 12/21/2025, 02:44 AM

After death, human microbes survive in soil and help break down the body. They work with soil microbes to speed up decomposition and recycle nitrogen, which plants need to grow. These microbes can live in the soil for months or years, turning dead bodies into nutrients that support new life. 🌱🦠💀 [Source] @googlefactss#Decomposition#Microbes#Soil#NitrogenCycle#Ecosystem