Database Management Using MySQL

Building AI That Actually Remembers #ai #rag

8,000 developers just used Cognee in our hackathon to stop AI agents from forgetting everything: https://www.cognee.ai Standard RAG just splits files into flat text chunks. Since those chunks aren't connected, the AI can't link information across different files. Cognee adds a knowledge graph to vector search. It maps how your data connects and ...

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Один % убил мой индекс — поиск завис на 8 секунд 🔥 LIKE '%foo%' — это ловушка: процент в начале выключает индекс. На миллионе строк — 5 мс против 8 сек. #sql #postgres #postgresql #backend #python #django #программирование #разработка #databases #performance #sqlacademy

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you’re not gonna like this answer... but there is no one-size-fits-all when it comes to picking a database. it really depends on what the app is trying to do and there are so many trade-offs. in my experience it comes down to sql vs nosql basically how powerful you need your queries to be and how much data you plan on reading and writing. if you have an enormous amount of data that you’re going to be crunching a lot, like in my subscription tracking app where i’m processing thousands of transact

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