#rag Development Tutorials & Tips | Roast Dev

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How to move beyond Vibe Checking

When developing AI, Vibe Checking is a must. Until a certain point.When you start an AI project, everything feels like progress. You tweak a prompt, add context, examples, or even plug in a retrieval ...

10.04.2025 0 Read More

My Kaggle Project - Making Huge Manuals Talk with Gen AI! (The Deep Dive)

Hello Dev community! 👋Today I want to share my capstone project I built for the Google Gen AI course on Kaggle. It was a great learning journey! My mission? To solve a problem many of us face with ...

10.04.2025 0 Read More

Building a RAG System for Video Content Search and Analysis

🇻🇪🇨🇱 Dev.to Linkedin GitHub Twitter Instagram Youtube Linktr Elizabeth Fuentes LFollow AWS Developer Advocate Learn ho...

10.04.2025 0 Read More

Beyond Basic Practice: Creating the JobSage AI Interview Simulator with Gemini & Embeddings

Introduction : The Interview Gauntlet & The Feedback GapTechnical interviews, especially for top companies like those in FAANG, are notoriously challenging. Preparing effectively often fe...

11.04.2025 0 Read More

How Retrieval-Augmented Generation Is Changing the AI Game

Ever wondered how ChatGPT could suddenly tell you about yesterday's football scores? Or how your company's AI assistant knows about that internal policy update from last week? The secret sauce is prob...

11.04.2025 0 Read More

When Your AI Agent Lies to You: Tackling Real-World LLM Hallucinations

Overview We @ Connectly AI have been deep in the weeds of building sales and customer support conversational AI since the dawn of the ChatGPT era. After developing AI agents in production, in...

11.04.2025 0 Read More

🎉 8,215+ downloads in just 30 days!

What started as a wild idea — AI that understands how creative or precise it needs to be — is now helping devs dynamically balance creativity + control.🔥 Meet the brain behind it: DoCoreAI💻 ...

12.04.2025 0 Read More

Simba: Unleash the Power of Your Knowledge with this Open-Source KMS

Quick Summary: 📝 Simba is an open-source Knowledge Management System (KMS) designed for easy integration with RAG systems. It offers a Python SDK, modular architecture, and a user-friendly...

12.04.2025 0 Read More

Beyond Basic RAG: Measuring Embedding and Generation Performance with RAGAS

Introduction In the previous post, we looked at a basic Retrieval Augmented Generation (RAG) example using .Net for both retrieval and generation. This is built using out of the box component...

12.04.2025 0 Read More

Docling “Enrichment Features”

Using Docling enrichment features! Introduction Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations...

13.04.2025 0 Read More

How to move beyond Vibe Checking

My Kaggle Project - Making Huge Manuals Talk with Gen AI! (The Deep Dive)

Building a RAG System for Video Content Search and Analysis

Beyond Basic Practice: Creating the JobSage AI Interview Simulator with Gemini & Embeddings

How Retrieval-Augmented Generation Is Changing the AI Game

When Your AI Agent Lies to You: Tackling Real-World LLM Hallucinations

🎉 8,215+ downloads in just 30 days!

Simba: Unleash the Power of Your Knowledge with this Open-Source KMS

Beyond Basic RAG: Measuring Embedding and Generation Performance with RAGAS

Docling “Enrichment Features”

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