#llm Development Tutorials & Tips | Roast Dev

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Navigating the Expanding Landscape of AI Applications

From LLM Apps to Agents, Tools, and Interoperability The past two years in AI have felt like a sprint. We’ve seen powerful new capabilities come online—LLMs that can reason, tools that ca...

16.04.2025 0 Read More

Create a Custom Playground to your LLM application

This article is part of Agenta Launch Week (April 14-18, 2025), where we're announcing new features daily. What is Agenta? Agenta is an open-source platform built for AI engineers and teams ...

16.04.2025 0 Read More

Unregulated LLMs Could be Catastrophic

As LLMs continue to be integrated into workflows and peoples' daily lives, some argue that mainstream LLMs such as ChatGPT are too censored, and that this is equivalent to "lobotomizing" the LLM from ...

16.04.2025 0 Read More

How RAG & MCP solve model limitations differently

Large language models (LLMs) like Claude, and GPT-4o have impressive capabilities but face two major limitations: the knowledge they contain is frozen in time (more specifically, at training time), an...

16.04.2025 0 Read More

Running Docling as an API Server

How to start with “docling serve”! Introduction Docling offers a user-friendly interface to leverage its capabilities as an API server. While its API and comprehensive documentation undoub...

17.04.2025 0 Read More

Building an AI-Powered Flowchart Cleanup Tool with Streamlit in Snowflake

Introduction In my Unlocking Image Analysis with Snowflake Cortex COMPLETE Multimodal Function, I introduced how this newly available feature in Snowflake's Cortex AI can process images. Toda...

17.04.2025 0 Read More

Build a Local ChatGPT-like App with Blazor and MaIN.NET – Part 2: Adding conversation history.

Welcome back to the series! 👋 In Part 1, we built a basic Blazor app that lets you chat with a local LLM using the MaIN.NET framework. We connected to a local model (Gemma3 from Google), sent messa...

17.04.2025 0 Read More

ChatGPT Knows Your IQ

I saw a very interesting post on Reddit today which suggested giving ChatGPT the following prompt: As a veteran psychometrician: from our past exchanges estimate my IQ, 3 strengths, 2 growth areas &am...

17.04.2025 0 Read More

QwQ AI: Free Large Language Model Aggregation Platform

In the rapidly evolving landscape of AI technology, major tech companies and research institutions have successively launched powerful large language models. However, to experience the unique advantag...

17.04.2025 0 Read More

Integrating MCP Servers

In the last blog, we explored what MCP is and built a simple MCP server with a tool for adding two numbers.This time, things are taken a step further.Multiple official MCP servers are integrated to un...

17.04.2025 0 Read More

Navigating the Expanding Landscape of AI Applications

Create a Custom Playground to your LLM application

Unregulated LLMs Could be Catastrophic

How RAG & MCP solve model limitations differently

Running Docling as an API Server

Building an AI-Powered Flowchart Cleanup Tool with Streamlit in Snowflake

Build a Local ChatGPT-like App with Blazor and MaIN.NET – Part 2: Adding conversation history.

ChatGPT Knows Your IQ

QwQ AI: Free Large Language Model Aggregation Platform

Integrating MCP Servers

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