#llm Development Tutorials & Tips | Roast Dev

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Model Context Protocol (MCP) 101: A Hands-On Beginner's Guide!

The Model Context Protocol (MCP) is creating a buzz in the AI community, and for good reason. This open-source framework, initiated by Anthropic, provides a standardized way for AI models to connect w...

02.04.2025 0 Read More

Build a MCP server using Go to connect AI agents with databases

Like many of you, I have been playing around with Model Context Protocol (MCP). To dive in, I built a sample MCP server implementation for Azure Cosmos DB with Go. It uses the Go SDK, and mcp-go as th...

02.04.2025 0 Read More

Automating SQL Queries with LangChain and Gemini : A Step-by-Step Guide

GitHub RepositoryLearn how to automate SQL query generation and execution using LangChain, Google Gemini AI, and MySQL. This guide walks you through setting up a seamless pipeline from transforming na...

02.04.2025 0 Read More

Building and running AI applications all in one place (prompts, notebooks, agents…); watsonx.ai studio!

If you want to build entreprise ready AI based applications, using different language models, building ReAct agents using LangGraph with all-in-one studio, watsonx.ai is the right place. If you’re n...

02.04.2025 0 Read More

Synonymic Query Expansion for Smarter Search

“A user types ‘doctor’, but the data says ‘physician’. Without expansion, it’s a missed connection.” Let’s Start with the Problem You’ve got a solid enterprise search syste...

02.04.2025 0 Read More

Stop Wasting Time Formatting Resumes – Automate It! 🚀

As developers, we automate everything— why not our resumes? We all know the drill: 🔹 Tweaking formatting for every job application 🔹 Manually adjusting keywords to pass ATS filters 🔹 Rewri...

02.04.2025 0 Read More

Probando Model Context Protocol (MCP) con Claude y una API real

👋 ¡Hola devs!Hoy les traigo algo que me voló la cabeza: Model Context Protocol (MCP). Armé un servidor MCP en Node.js, lo conecté con Claude como cliente, y lo uní a una API real. ¿El resulta...

02.04.2025 0 Read More

Vector Database Indexing: A Comprehensive Guide

Disclaimer: this is a report generated with my tool: https://github.com/DTeam-Top/tsw-cli. See it as an experiment not a formal research, 😄。 Summary This report delves into vector databas...

02.04.2025 0 Read More

What is llms.txt? How it works and examples

You might be seeing llms.txt pop up more lately. It’s a new standard that’s quickly gaining traction that makes web content easier for large language models (LLMs) to understand.The idea was first...

02.04.2025 0 Read More

Active MCP: Integrating Model Context Protocol with Rails

Introduction Since the beginning of 2025, Model Context Protocol (MCP) has been getting attention as an implementation method for LLM-based solutions. MCP is a protocol that standardizes the ...

03.04.2025 0 Read More

Model Context Protocol (MCP) 101: A Hands-On Beginner's Guide!

Build a MCP server using Go to connect AI agents with databases

Automating SQL Queries with LangChain and Gemini : A Step-by-Step Guide

Building and running AI applications all in one place (prompts, notebooks, agents…); watsonx.ai studio!

Synonymic Query Expansion for Smarter Search

Stop Wasting Time Formatting Resumes – Automate It! 🚀

Probando Model Context Protocol (MCP) con Claude y una API real

Vector Database Indexing: A Comprehensive Guide

What is llms.txt? How it works and examples

Active MCP: Integrating Model Context Protocol with Rails

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