From Local to Production: The Ultimate Ollama to vLLM Migration Guide 🚀
Author(s): MahendraMedapati Originally published on Towards AI. A developer’s journey from bedroom coding to enterprise-scale AI deployment Picture this: You’ve built this amazing AI chatbot using Ollama on your laptop. It works like a charm for you and your small team. Then …
Fine-Tuning LLMs: From Zero to Hero with Python & Ollama 🚀
Author(s): MahendraMedapati Originally published on Towards AI. Ever wondered how to make AI models actually useful for YOUR specific needs? Let me show you how I went from confused beginner to fine-tuning wizard in just one weekend! Picture this: You’re trying to …
From Local to Production: The Ultimate Ollama to vLLM Migration Guide 🚀
Author(s): MahendraMedapati Originally published on Towards AI. A developer’s journey from bedroom coding to enterprise-scale AI deployment Picture this: You’ve built this amazing AI chatbot using Ollama on your laptop. It works like a charm for you and your small team. Then …
Google NotebookLM Just Changed Everything: Your AI Research Assistant Got Superpowers 🚀
Author(s): MahendraMedapati Originally published on Towards AI. How Google’s latest update transforms the way we process information forever Picture this: You’re buried under mountains of research papers, PDFs scattered across your desktop, and your brain feels like it’s about to explode from …
🚀 The AI Evolution: From Simple Chatbots to Autonomous Partners
Author(s): MahendraMedapati Originally published on Towards AI. Understanding GenAI, AI Agents, and Agentic AI — The Ultimate Guide Have you ever wondered why some AI tools feel like incredibly smart calculators while others seem like they could practically run your business? 🤔 …
🚀 Master Prompt Engineering for AI Agents: Your Complete Guide to LangChain & LangGraph
Author(s): MahendraMedapati Originally published on Towards AI. Transform your AI applications from simple chatbots to intelligent, autonomous agents The AI landscape is rapidly evolving from basic question-answering systems to sophisticated, multi-step reasoning agents. Whether you’re building customer service bots, data analysis tools, …
🚀 From Zero to Hero: Build Production-Ready Websites & Apps with AI Tools (Free Tiers Included!) 💰
Author(s): MahendraMedapati Originally published on Towards AI. Transform your ideas into revenue-generating digital products without breaking the bank Gone are the days when building a production-ready website or app required years of coding experience and a massive budget. Many of the AI …
🚀 Stop Building Cookie-Cutter ML Projects: A Blueprint for Portfolio Success That Actually Gets You Hired
Author(s): MahendraMedapati Originally published on Towards AI. 🚀 Stop Building Cookie-Cutter ML Projects: A Blueprint for Portfolio Success That Actually Gets You Hired Picture this: You’re a hiring manager scrolling through dozens of portfolios, and you see yet another Titanic survival predictor. …
From Zero 0️⃣ to AI Hero 🦸♂️: How Any Developer Can Build & Deploy Their First AI App in 30 Days 🚀
Author(s): MahendraMedapati Originally published on Towards AI. From concept to deployment — your complete roadmap to AI success The AI boom isn’t just hype — it’s reshaping how we build software. Whether you’re a seasoned developer or just starting out, creating your …
LoRA: The Genius Hack That Makes AI Training 1000x Cheaper 🚀
Author(s): MahendraMedapati Originally published on Towards AI. How Low-Rank Adaptation is democratizing AI fine-tuning for everyone Imagine you want to teach ChatGPT to write like Shakespeare. Using traditional methods, you’d need to: LoRA (Low-Rank Adaptation) is an innovative approach that allows customization …
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