#rag Development Tutorials & Tips | Roast Dev

100daysofcode 100daysofdevops 100pay 10mistakes 10yearworkanniversary 11 11labs 11tly 11ty 127001

🧠 Why Everyone’s Talking About AI Agents — And How RAG Just Leveled Up

Let’s cut through the buzz.Imagine you ask ChatGPT:“How many vacation days does Rezwan have left in 2025?” What happens?Nothing useful. Because traditional LLMs (like ChatGPT) don’t have acces...

13.04.2025 0 Read More

Ultimate Guide to Supercharging LLM JSON Outputs with Precision Schema Descriptions

You're harnessing the power of OpenAI's Large Language Models (LLMs) to generate structured JSON data. Whether through the robust function calling mechanism or the newer, guarantee-focused Structured ...

14.04.2025 0 Read More

Best RAG Platforms: A Founder’s Perspective

Building a startup focused on Legal AI, I quickly realized that retrieval-augmented generation (RAG) was essential yet surprisingly challenging to master. Selecting the right platform to handle RAG ef...

14.04.2025 0 Read More

LLMs & RAG for Enterprise: Free 4-Part Workshop Series (YouTube)

Are you a tech leader or IT decision-maker curious about Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) but short on time? We’ve got you covered with a 4-part YouTube workshop...

14.04.2025 0 Read More

MCP+Database: A New Approach with Better Retrieval Effects Than RAG!

In recent years, Large Language Models (LLMs) have demonstrated impressive capabilities in natural language processing tasks. However, the limitations of these models, such as outdated knowledge and t...

14.04.2025 0 Read More

Developing a CLI Tool to Evaluate Code Cognitive Complexity with LLMs(AI)

A while ago, a friend and I were discussing code cognitive complexity and maintainability. A friend of mine wished to have a tool to automatically evaluate whether a piece of code is hard to maintain....

15.04.2025 0 Read More

TiDB’s Chat2Query: Instant Business Insights, No SQL Required

What if you could interact with your data just like you would with a colleague? No need for complicated SQL queries or advanced data analysis tools—just ask your data a question and get an immediate...

15.04.2025 0 Read More

Build a multi-agent RAG system with Granite locally

This article was originally published on IBM Developer by Kelly AbuelsaadArtificial intelligence (AI) agents are generative AI (gen AI) systems or programs capable of autonomously designing and execut...

15.04.2025 0 Read More

Build Chain-of-Thought From Scratch - Tutorial for Dummies

Ever ask an AI a tricky question and get a hilariously wrong answer? Turns out, AI needs to learn how to "think step-by-step" too! This guide shows you how to build that thinking process from scratch...

16.04.2025 0 Read More

RAG Isn't Dead: Why GPT-4.1's 1M Context Windows Won't Kill Retrieval-Augmented Generation

Yesterday, OpenAI dropped GPT-4.1 with a jaw-dropping 1M token context window and “needle-in-a-haystack” accuracy. Google’s Gemini 2.5 is touting 1M tokens in production, and 10M in research. C...

16.04.2025 0 Read More

🧠 Why Everyone’s Talking About AI Agents — And How RAG Just Leveled Up

Ultimate Guide to Supercharging LLM JSON Outputs with Precision Schema Descriptions

Best RAG Platforms: A Founder’s Perspective

LLMs & RAG for Enterprise: Free 4-Part Workshop Series (YouTube)

MCP+Database: A New Approach with Better Retrieval Effects Than RAG!

Developing a CLI Tool to Evaluate Code Cognitive Complexity with LLMs(AI)

TiDB’s Chat2Query: Instant Business Insights, No SQL Required

Build a multi-agent RAG system with Granite locally

Build Chain-of-Thought From Scratch - Tutorial for Dummies

RAG Isn't Dead: Why GPT-4.1's 1M Context Windows Won't Kill Retrieval-Augmented Generation

#reading

#popular