2 posts tagged with "AI"

Artificial Intelligence is evolving rapidly, with models becoming smarter, more capable, and increasingly conversational. But how do these models remember what you told them earlier? How do they maintain context over long interactions or recall relevant details from past sessions? This is where the Model Context Protocol (MCP) comes into play.

In this article, we’ll break down: • What is MCP? • Why MCP is important • How MCP works • Technical structure of a context • Real-world use cases • Limitations and privacy considerations

DeepSeek-R1 is a powerful language model that you can run on your local machine using Ollama, which simplifies downloading, running, and interacting with LLMs. This guide will walk you through setting up DeepSeek-R1 and making API calls to use it in your applications.

Why Run DeepSeek-R1 Locally?​

Running DeepSeek-R1 on your own system provides several benefits:
✅ Privacy & Security – Your data stays on your device.
✅ Faster Responses – No network latency from API calls.
✅ Offline Access – Work without an internet connection.
✅ No API Costs – Avoid paying for cloud-based LLM services.
✅ Customization – Fine-tune and modify model settings as needed.