Aum

Aum | IT Undergraduate
→ DSA | Competitive Programming | Development
→ Always learning and open to opportunities.

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@AumOza25450 Congratulations 🎊

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@HarshitP93619 thanks! bro

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200 LeetCode Problems Solved!

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@100xSDE https://t.co/xfipbNlPS7

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@moiiikaaa opencode
claude code

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@krishmittal_ Third year student studying information technology, i like to play chess.

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1200 done

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@krishmittal_ To increase rating :
Practice puzzles
See where you make mistakes and why, learn form it.
Study different opening
Study different games of good player and understand there intention behind the move.

<1200 focus more on mistakes/blunder you make in game(this helped me a lot)

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@MichaelSteehl Got it, I will change that to match my specific stack

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Finally got my portfolio live
Build with: React, Vite, Tailwind & Framer Motion
link: https://t.co/dtwCHRseUV
still a lot of work remains, would love to hear your feedback

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Tauri: Make desktop apps with web tech + Rust

- Uses your computer's built-in webview
- Apps are tiny (unlike Electron)
- Rust makes it fast & secure
- Works on Windows, Mac, Linux

#Tauri #Rust #WebDev #OpenSource

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@stornity Suno sabki karo maan ki

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Completed Striver A2Z sheet Problem for - Sliding Window & Two Pointer.

#DSA #StriverA2Z #LeetCode #Learning

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8 in a row!

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Now the retrieval

4️⃣ Your question is also converted into an embedding
5️⃣ The Vector DB finds the chunks with the closest meaning (not just keywords)
6️⃣ Only the top 3–5 chunks are sent to the LLM
7️⃣ The LLM answers using that context—not just what it learned during training

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How the Core RAG Pipeline Works
1️⃣ Docs are split into small chunks.
2️⃣ Each chunk is converted into an embedding (a vector representing its meaning).
Ex: [0.18,0.23, ...]
3️⃣ Those vectors + the original chunks are stored in a Vector DB (Ex : ChromaDB).

#AI #RAG #LLM #GenAI

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@nikhil_thakur70 congrats bro!

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Crossed 1000 on https://t.co/XgDgKpiwgF today. ♟️
Small milestone, but progress is progress.
Next goal: 1200.

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@stornity Detachment doesn’t happen overnight—it’s a practice, like meditation, where you train your mind to let go of what disturbs your peace and focus on what truly matters.

[Aum @Aum20248]

@stornity Hurt and sadness are real, but don’t let them control your whole life. Remember what you want for yourself, protect your peace, and keep moving forward.