#llm Development Tutorials & Tips | Roast Dev

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GPT for Word. Use Reka Flash 3 for Creative Writing in Microsoft Word Locally (100% Private).

If you're seeking private GPT models for Microsoft Word, consider the recent Reka Flash 3 model. It is a compact, general-purpose model that excels at general chat, creative writing, coding, and instr...

21.04.2025 0 Read More

From Plain English to Grafana: How VizGenie Simplifies PromQL

Imagine you are a DevOps engineer trying to quickly fix a sudden rise in your server’s CPU use. You need a Grafana dashboard fast, but writing PromQL queries is confusing. Or maybe you are a product...

21.04.2025 0 Read More

GPT 4.1, o3, o4-mini - OpenAI releases through the lens of LLM_Chess

This will be a quick post. I've ran the recent OpenAI models through LLM Chess eval: o4-mini and o3 demonstrate solid chess performance and instruction following GPT 4.1 didn't qualify due to multiple...

21.04.2025 0 Read More

Experimenting mcp-go, AnythingLLM and local LLM executions

This post was originally created hereNOTE: I am no LLM, AI or whatever expert. Far from this. I have decided to write this blog post mostly as a way to track my progress and share my findings! There m...

21.04.2025 0 Read More

RAG for a beginner by ChatGPT

RAG is Retrieval Augmented Generation. It is an AI-technique that uses an integrated knowledge base for the information retrieval. The retrieved information in turn is used by the LLM as a context to ...

21.04.2025 0 Read More

chatEVT + Azure App Service (Web Apps)

I'm thrilled about this new wave of topics related to artificial intelligence, particularly generative AI. My goal is to move beyond surface-level knowledge and dive deep into this fascinating univers...

21.04.2025 0 Read More

Spring Boot AI Evaluation Testing

In this example, inspired by Building Agents with AWS: Complete Tutorial, we will build a simple AI agent application using Spring AI, highlighting key features like: Chat Client API and its Advisors...

22.04.2025 0 Read More

From LLM to AI Agent: What’s the Real Journey Behind AI System Development?

AI agents are a hot topic, but not every AI system needs to be one.While agents promise autonomy and decision-making power, simpler & more cost-saving solutions better serve many real-world use ca...

22.04.2025 0 Read More

GPT for Word. Use Powerful Gemma 3 QAT Models in Microsoft Word Locally (100% Private).

Looking for a way to leverage the power of private GPT models within Microsoft Word? Consider the recently released Gemma 3 QAT (Quantization Aware Trained) models. This innovative quantization techni...

22.04.2025 0 Read More

LLMs in Business: What They Are and How to Use Them

Big Language Models, or LLMs, are no longer just buzzwords in the tech world. They are practical tools that are changing the way companies operate, communicate, and serve customers. From startups to e...

22.04.2025 0 Read More

GPT for Word. Use Reka Flash 3 for Creative Writing in Microsoft Word Locally (100% Private).

From Plain English to Grafana: How VizGenie Simplifies PromQL

GPT 4.1, o3, o4-mini - OpenAI releases through the lens of LLM_Chess

Experimenting mcp-go, AnythingLLM and local LLM executions

RAG for a beginner by ChatGPT

chatEVT + Azure App Service (Web Apps)

Spring Boot AI Evaluation Testing

From LLM to AI Agent: What’s the Real Journey Behind AI System Development?

GPT for Word. Use Powerful Gemma 3 QAT Models in Microsoft Word Locally (100% Private).

LLMs in Business: What They Are and How to Use Them

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