#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
✅ It’s time to smirk your way into chaos on the #BNB Chain 😈
✨ Meet #TROLL — the meme coin powered by the most iconic face on the internet.
🌪
✅ Presale to be LIVE on Pinksale in 1 Hour
✅ Type: Public | Max Buy: 0.4 BNB
⏱ Ends: Aug 20, 2025 @ 15:00 UTC
Get in early and secure your spot before it takes off.
✅ Join now:
https://www.pinksale.finance/launchpad/bsc/0x6C652ac964a09460c9DE526a60661bEE2E954594
✅ This is more than a meme — it’s a rebellion.
Be early. Stir chaos. Join the #TROLL uprising on the road to the moon. 🌕
✅ Stay Connected:
🌐https://trololol.meme
🐣https://x.com/trololol_bsc
✉️https://t.me/trololol_bsc
This isn't just a meme coin – it's a revolution! 💣
Be early, be ruthless, and let’s send #TROLL to the moon together!🚀
😄Anthropic OpenAI’ni biroz troll qildi!
Ular shunday deyishdi: "Bizning AI har doim ochiq – barcha fikrlash jarayonlari foydalanuvchi uchun ko‘rinadi."
Lekin eng muhim yangilik – Claude 3.7 Sonnet API orqali ishlaganda, foydalanuvchilar AI fikrlash vaqtini nazorat qila oladi!
📌Bu nimani anglatadi?
Siz Claude’ga maksimal fikrlash hajmini belgilab bera olasiz, masalan, 128K token gacha cheklov qo‘yish mumkin. Bu esa:
✔️Javob sifatini oshirish
✔️ Ishlash tezligi va narxni muvozanatlashtirish imkonini beradi.
Yuqori sifatli AI, shaffof mantiq va to‘liq nazorat – Claude 3.7 Sonnet raqobatchilardan ajralib turish uchun kuchli harakat qilyapti! 🚀
#Claude#Anthropic#AI#OpenAI#Troll😂