#python#agent#ai_agents#memory#memoryscope#rag#reme
ReMe is a memory toolkit for AI agents with file-based (Markdown files for easy editing) and vector-based systems to fix limited context and stateless chats. It auto-summarizes talks, saves key facts like preferences, and recalls them next time using hybrid search. Install via `pip install reme-ai`, set API keys, and use ReMeCli or Python code for smart agents. You benefit by building persistent, learning agents that remember your needs, work faster on repeat tasks, and feel more natural without starting over.
https://github.com/agentscope-ai/ReMe
🤖 Aqlni shubha ostiga qo‘yadigan kapcha!
Bir dasturchi “I’m Not a Robot” nomli sayt ishga tushirdi. Bu yerda odatdagi kapcha emas, balki inson ekanligingizni isbotlash uchun 48 ta sinovdan o‘tishingiz kerak bo‘ladi.
🔹 Boshlanishida oddiy — yo‘l belgilarini topish kabi topshiriqlar.
🔹 Keyin esa mantiqiy boshqotirmalar, hatto “X va O” o‘yinigacha boradi.
🔹 Har bir keyingi kapcha avvalgisidan qiyinroq.
Jarayon ancha vaqt oladi, diqqat va topqirlikni talab qiladi. Oddiy botlar bunga dosh berolmaydi. Lekin odam ham oxiriga yetgach, o‘zidan so‘raydi: “Buni men qildimmi?” 😄
👉Bizning barcha loyihalar | #captcha
https://altcha.org/
Free, open-source #Captcha alternative
ALTCHA uses a proof-of-work mechanism to protect your website, APIs, and online services from spam and unwanted content.
Unlike other solutions, ALTCHA is free, open-source and self-hosted, does not use cookies nor fingerprinting, does not track users, and is compliant with data-privacy regulations and accessible.