#llm Development Tutorials & Tips | Roast Dev

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Meet TalkLLM — A Local AI Assistant in React

🧠 Meet TalkLLM — A Local AI Assistant in React Over the weekend, I built TalkLLM — a minimal, privacy-focused AI chat app that runs directly in the browser using WebLLM.It uses Meta’...

20.04.2025 0 Read More

📺 Find the Anime: A Semantic AI Anime Search Tool

(Note: This project was created as part of the Gen AI Intensive Course Capstone 2025Q1.) 🔎 Use Case: Smarter Anime Discovery with Gen AI Anime lovers know the struggle: sometimes you're dyi...

20.04.2025 0 Read More

GPT for Word. Use Skywork in Microsoft Word Locally (100% Private).

If you’re seeking private GPT models for Microsoft Word, consider the latest Skywork-OR1 (Open Reasoner 1) models. This series consists of powerful math and code reasoning models trained using large...

20.04.2025 0 Read More

GPT for Word. Use Skywork for Reasoning in Microsoft Word Locally (100% Private).

20.04.2025 0 Read More

LLMOps in Practice: Streamlining Large Language Model Pipelines

LLMOps in Practice: Streamlining Large Language Model PipelinesAs Large Language Models (LLMs) transition from research labs to real-world enterprise applications, the need for structured, reliable, a...

20.04.2025 0 Read More

From Fine-Tuning to Feedback Loops: Building Continuous Improvement into LLMOps

From Fine-Tuning to Feedback Loops: Building Continuous Improvement into LLMOpsDeploying a large language model (LLM) isn’t the finish line — it’s the starting point. In modern AI pipelines, con...

20.04.2025 0 Read More

Understanding MCP Architecture: The Control Plane for Responsible AI at Scale

Understanding MCP Architecture: The Control Plane for Responsible AI at ScaleAs large-scale AI systems mature, enterprises are moving beyond just training and deploying models — they're looking for ...

20.04.2025 0 Read More

🐾 Building a PetCare AI Assistant with Gemini and RAG

🚀 Overview As part of the Gen AI Intensive Course by Google & Kaggle, I built a PetCare AI Assistant — a conversational tool that helps pet owners get structured health advice based ...

20.04.2025 0 Read More

Transforming LLMs for Industry Use: A Guide to Fine-Tuning Methods and Case Studies

Fine-tuning is the process of taking pre-trained models and further training them on smaller, domain-specific datasets. This process transforms general-purpose models into specialized ones, bridging t...

20.04.2025 0 Read More

My Learning Notes: Choosing the Right AI Model and Hardware

My Learning Notes: Choosing the Right AI Model and Hardware The Core Challenge: Model vs. Hardware At its heart, the relationship is simple: Bigger, more capable models generally re...

21.04.2025 0 Read More

Meet TalkLLM — A Local AI Assistant in React

📺 Find the Anime: A Semantic AI Anime Search Tool

GPT for Word. Use Skywork in Microsoft Word Locally (100% Private).

GPT for Word. Use Skywork for Reasoning in Microsoft Word Locally (100% Private).

LLMOps in Practice: Streamlining Large Language Model Pipelines

From Fine-Tuning to Feedback Loops: Building Continuous Improvement into LLMOps

Understanding MCP Architecture: The Control Plane for Responsible AI at Scale

🐾 Building a PetCare AI Assistant with Gemini and RAG

Transforming LLMs for Industry Use: A Guide to Fine-Tuning Methods and Case Studies

My Learning Notes: Choosing the Right AI Model and Hardware

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