Tekraj Awasthi🧑💻🇳🇵 @trawasthi_ai
MS AI @UniFAU• R&D Insights on AI (RL & LLM)🚀• Simplifying ML and Maths • MLOps • Ex- Senior DE @IncedoInc github.com/Tekraj15 Check Highlights ⤵️ Joined July 2022-
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Oh, no! I think they mixed Github with some other hub. Or, they want their kids free from early 'commits'? WDY think?
If everyone is building MCP, who is using it?🤷♂️ What are you doing?
RAG vs. Self-RAG vs. Agentic RAG 🚀 RAG improves LLMs by retrieving real-time, external information to reduce hallucinations, increase accuracy, and provide up-to-date responses without needing costly retraining of the LLM itself. Self-RAG enhances RAG by allowing the AI to…
Knowledge graphs for representing information are unbeatable. After this, you will never build a RAG system without knowledge graphs. It will take you five lines of code to build a knowledge graph with your data. I recorded a video to show you how you can do this. I used…
Urgency without structure = panic → paralysis.
A gem of a Reddit post on Retrieval Augmented Generation(RAG) learning path🚀 RAG isn't just a hype. It solves more than just LLM Hallucination, and its need keeps growing in real-world AI. RAG solves problems that won’t vanish: 🔹Context limits: Even 200K-token models choke…
Things that are better than a Relationship: - Scholarship - Worship - Internship - Gym Membership Chats, which one is more personal to you?
Met a web developer at Starbucks y'day. He said that he enjoys finding bugs. His name is Spider. #psychopath
You're in a ML Engineer interview at Perplexity, and the interviewer asks: "Your RAG system is hallucinating in production. How do you diagnose what's broken - the retriever or the generator?" Here's how you can answer:
AI is giving me insecurity about my job. Also, AI is helping me secure my job by getting things done. Now I'm confused whether AI is giving me insecurity or Security.🥶 What about you, chats?
One of the most comprehensive Surveys of Reinforcement Learning for LRMs Covers: - LLMs ➝ LRMs via RL (math, code, reasoning) - Reward design, policy optimization, sampling - RL vs SFT, training recipes - Uses: coding, agents, multimodal, robotics, etc. - Future approaches:…
🚨🟢Another Huge Achievement in AI Meta Superintelligence Lab just made LLMs handle 16x more context window and unlocked up to a 31x speedup.🚀 REFRAG framework delivers substantial speedup with no loss in accuracy compared to LLaMA models and other state-of-the-art baselines…
Mixture-of-Recursions: The Beginning of the End for Transformers? In 2017, Google Brain introduced Transformers - and changed AI forever. Now, in 2025, Google DeepMind is back with a new architecture that could redefine the game again: Mixture-of-Recursions(MoR). MoR is a…
Indian Godi media has always been the most garbage media in the world.🤡 And, they spread a false narrative of a social media ban because exposing Nepal’s fight against corruption might spark their netizen's attention about their own corrupt government, so Godi media tried to…
Indian Godi media has always been the most garbage media in the world.🤡 And, they spread a false narrative of a social media ban because exposing Nepal’s fight against corruption might spark their netizen's attention about their own corrupt government, so Godi media tried to…
Gen Z of other countries: Following Chhapri influencers on SM 🤡🤡 Gen Z of Nepal: Took down the corrupt government and dissolved parliament.🗿🗿🗿 #GenZRevolution

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