#genai Development Tutorials & Tips | Roast Dev

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Announcing: Native Support for LangChain

LangChain has quickly become the go-to framework for building powerful, multi-step AI agents. Whether you’re constructing decision trees, implementing dynamic workflows, or just wiring up an LLM to ...

03.04.2025 0 Read More

How to Create Vector Embeddings in Node.js

When you’re building a retrieval-augmented generation (RAG) app, job number one is preparing your data. You’ll need to take your unstructured data and split it up into chunks, turn those chunks in...

03.04.2025 0 Read More

Beyond the Hype: Understanding the Limitations of Anthropic's Model Context Protocol for Tool Integration

I. Introduction: Anthropic's Model Context Protocol (MCP) Anthropic's Model Context Protocol (MCP), introduced in late 2024, aims to standardize how AI applications interact with external too...

04.04.2025 0 Read More

GitHub Copilot (Gen-AI) is Helpful, But Not Great (March 2025)

Impressions from Using GitHub Copilot Pro in Professional ASP.NET 8 / C# Development.Abstract: Here are my thoughts after using GitHub Copilot Pro in real-world ASP.NET 8 development over the past thr...

05.04.2025 0 Read More

An introduction to Generative Artificial Intelligence (Gen AI)

In our previous blog, we discussed the introduction to Artificial Intelligence, AI’s brief history, types, branches, and examined how the different branches of AI work together through a real-world ...

05.04.2025 0 Read More

How does LoRA (Low-Rank Adaptation) improve the efficiency of fine-tuning large AI models?

Fine-tuning large AI models, such as transformer-based architectures, is computationally expensive and requires substantial memory resources. Low-Rank Adaptation (LoRA) is an efficient technique that ...

05.04.2025 0 Read More

Making CSVs Understandable with GenAI

Smart CSV Assistant – Making Raw Data Human-Friendly with GenAI Have you ever opened a CSV file and had no idea what it meant? As someone who works with structured data, I’ve always wante...

05.04.2025 0 Read More

All Data and AI Weekly #184 - April 07, 2025

All Data and AI Weekly ( AI, Data, NiFi, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, SQL, Unstructured Data ) #184 - April 07, 2025 https://bsky.app/profile/paa...

07.04.2025 0 Read More

Diagram As Prompt (or how to write less text with Amazon Q Developer CLI)

As an architect in the software industry, you have to first to understand the problem you have to solve (don't forget this 😉) and then find a solution.In many situations, you may have to prototype ...

07.04.2025 0 Read More

Why a Single MCP Server is All You May Need

In my two decades of career, I never saw a hype which has been created around MCP (Model Context Protocol) introduced by Anthropic sometime back. While the introduction of MCP has generated significan...

08.04.2025 0 Read More

Announcing: Native Support for LangChain

How to Create Vector Embeddings in Node.js

Beyond the Hype: Understanding the Limitations of Anthropic's Model Context Protocol for Tool Integration

GitHub Copilot (Gen-AI) is Helpful, But Not Great (March 2025)

An introduction to Generative Artificial Intelligence (Gen AI)

How does LoRA (Low-Rank Adaptation) improve the efficiency of fine-tuning large AI models?

Making CSVs Understandable with GenAI

All Data and AI Weekly #184 - April 07, 2025

Diagram As Prompt (or how to write less text with Amazon Q Developer CLI)

Why a Single MCP Server is All You May Need

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