#jupyter_notebook#ai#llm#llms#multi_modal#openai#python#rag
Retrieval-Augmented Generation (RAG) is a technique that helps improve the accuracy of large language models by fetching relevant information from databases or documents. This approach ensures that the model's responses are based on up-to-date and accurate data, reducing errors and "hallucinations" where the model might provide false information. For users, RAG offers more reliable and trustworthy responses, allowing them to verify the sources used to generate those responses. This method also saves resources by avoiding the need to retrain models with new data.
https://github.com/FareedKhan-dev/all-rag-techniques
⭐️ FPS – bu nima va nega muhim?
FPS — bu “Frames Per Second”, ya’ni sekundiga ko‘rsatilayotgan kadrlar soni degani. Ekranda qancha ko‘p kadr ko‘rsatilsa, tasvir shunchalik silliq, jonli va tabiiy ko‘rinadi.
📊 FPS darajalari nimani bildiradi?
24 FPS bu - kino va filmlar uchun standart. Kadrlar soni kamroq, lekin ko‘z ko‘nikib ketadi.
30 FPS bu - telefon va oddiy kompyuter o‘yinlarida keng tarqalgan. O‘rtacha silliqlik.
60 FPS bu - silliq harakatlar, o‘yinlar va video uchun ideal daraja.
120 FPS+ bu - professional gamerlar va yuqori darajadagi monitorlar uchun. Ultra silliqlik!
🖥 FPS nima uchun muhim?
✅ O‘yinlarda yuqori FPS — tez javob, aniq nishonga olish va “lag”siz o‘ynash demak.
✅ Video tahrirlashda — harakatlar real ko‘rinadi, ayniqsa sport yoki aksiyalarni ko‘rsatganda.
✅ Virtual haqiqat (VR) texnologiyalarida esa past FPS bosh aylanishi va ko‘z charchog‘iga sabab bo‘ladi.
✅ Xulosa:
FPS — bu oddiy raqam emas. U sizning o‘yin yoki videodagi qulaylik, aniqlik va silliqlik darajangizni belgilaydi. Ayniqsa gamerlar uchun bu juda muhim ko‘rsatkich!
👉Bizning barcha loyihalar | #fps
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