#llm Development Tutorials & Tips | Roast Dev

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Creating custom model from LLMs — Experimenting with plexe-ai

Plexe AI has released a library plexe, can be used with Python to create own custom ML models with the help of LLMs. Just in natural language, provided the requirements and context, this library makes...

29.04.2025 0 Read More

Model Context Protocol

The Model Context Protocol (MCP) is an open standard designed to connect AI assistants and Large Language Models (LLMs) with external systems containing valuable data and functionality. Released in la...

30.04.2025 0 Read More

Microservices vs AI Agent

Key Differences Between AI Agents and Microservices Functionality and Objective:- Microservices : These are modular and independent building blocks of an application. They are designed for well-defi...

30.04.2025 0 Read More

Eww Sigma Devs Don’t Write Commits

Ever stare at your staged changes in Git and feel your soul leave your body at the thought of typing yet another commit message? Same. So I did what any slightly feral, automation-loving dev would do:...

30.04.2025 0 Read More

Vector Databases: their utility and functioning (RAG usage)

A reflection on vector databases and their usage by LLMs, by implementing a rudimentary one! Introduction TLDR;Vector databases have emerged as a critical infrastructure component in the era o...

30.04.2025 0 Read More

Forget the Hype: Agents are Loops

What's an Agent? "AI Agent" sounds complex, but often, the core is simpler than you think. An AI Agent typically runs a Large Language Model (LLM) inside a loop.This pseudocode captures the e...

30.04.2025 0 Read More

Qwen 3: Alibaba's Leap Forward in Open-Source AI

Alibaba's Qwen team has unveiled Qwen 3, the latest iteration of their large language model series, released on April 29, 2025. This open-source suite, licensed under Apache 2.0, marks a significant a...

30.04.2025 0 Read More

Building Smarter AI Workflows with LangChain

LangChain is one of the most exciting tools to emerge in the world of LLM application development. Whether you’re building a chatbot, an autonomous agent, or a content pipeline, LangChain provides t...

30.04.2025 0 Read More

How I Made My AMD RX6750XT Work for Machine Learning (Despite ROCm Limitations)

The GPU Regret: AMD vs Nvidia for AI Development The 2020–2022 crypto boom made buying GPUs a nightmare, especially Nvidia’s RTX series. Back then, Team Red’s RX6000 lineup felt like a ...

01.05.2025 0 Read More

#Day1 of My Journey to Google

Hi everyone! I'm Reenmayee, a 2nd-year BTech student, and today I’m starting my 3-month learning sprint toward mastering CUDA, GenAI, and DSA. What I Did Today: Set up Google Colab with GPU...

01.05.2025 0 Read More

Creating custom model from LLMs — Experimenting with plexe-ai

Model Context Protocol

Microservices vs AI Agent

Eww Sigma Devs Don’t Write Commits

Vector Databases: their utility and functioning (RAG usage)

Forget the Hype: Agents are Loops

Qwen 3: Alibaba's Leap Forward in Open-Source AI

Building Smarter AI Workflows with LangChain

How I Made My AMD RX6750XT Work for Machine Learning (Despite ROCm Limitations)

#Day1 of My Journey to Google

#reading

#popular