#llm Development Tutorials & Tips | Roast Dev

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Why I Built USPL: Helping GPT Understand Multi-Table SQL

Intro：I didn’t set out to build a tool.I just wanted GPT to stop hallucinating when I asked it to join two tables.That led me to spend late nights thinking about schemas, prompts, and how language...

31.03.2025 0 Read More

Improving the dev experience for building apps that integrate up-to-date and private data with large language models

We’re delighted to announce a new feature in Griptape Cloud that will improve the experience for developers building applications that integrate up-to-date and private data with large language model...

31.03.2025 0 Read More

Integrating Vision-Language Models into Agentic RAG Systems with ColPali

In this tutorial, we will walk through a relatively new technique to build a RAG based pipeline using vision based model, which is based on a paper called ColPali (published in June 2024). In the rapi...

31.03.2025 0 Read More

Khai thác lỗ hổng web tự động bằng AI

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31.03.2025 0 Read More

Few-Shot Prompting: The Middle Ground Between Effort and Accuracy

“Show me one example, I’ll try. Show me two, I’ll learn. Give me three — I’ll pretend I was trained for it.” — A whisper from the LLM scrolls If zero-shot prompting is the clean, minim...

01.04.2025 0 Read More

Self-refernce in AI agents

BarakBot (ברק בוט) is an advanced multi-agent system where users interact with specialized Language Learning Models (LLMs) via a Telegram bot interface. Originally designed for family communicat...

01.04.2025 0 Read More

Gemini 2.5 Pro: A Developer's Guide to Google's Most Advanced AI

Google recently unveiled Gemini 2.5 Pro, their most intelligent AI model to date. This comprehensive guide examines how it can transform your development workflow, its key capabilities, and practical ...

01.04.2025 0 Read More

How to Get Better Technical Answers from Claude Using Your Own Documentation

If you're enjoying this article and have a Medium subscription, I'd greatly appreciate if you'd open and read it there — your support helps me continue creating quality content like this!Update: New...

01.04.2025 0 Read More

From PDF Hell to Structured Data: Building Parsie with Azure AI and GPT-4o

The Problem For years, I fought a weekly battle extracting data from PDFs, emails, and scanned images—both in my corporate job and my side business. Valuable information was always buried i...

01.04.2025 0 Read More

AI and Pizza: Can Language Models Take Your Order Without Messing It Up?

AI and Pizza: Can Language Models Take Your Order Without Messing It Up? The rise of Large Language Models (LLMs) has revolutionized the AI landscape, transforming natural language understand...

01.04.2025 0 Read More

Why I Built USPL: Helping GPT Understand Multi-Table SQL

Improving the dev experience for building apps that integrate up-to-date and private data with large language models

Integrating Vision-Language Models into Agentic RAG Systems with ColPali

Khai thác lỗ hổng web tự động bằng AI

Few-Shot Prompting: The Middle Ground Between Effort and Accuracy

Self-refernce in AI agents

Gemini 2.5 Pro: A Developer's Guide to Google's Most Advanced AI

How to Get Better Technical Answers from Claude Using Your Own Documentation

From PDF Hell to Structured Data: Building Parsie with Azure AI and GPT-4o

AI and Pizza: Can Language Models Take Your Order Without Messing It Up?

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