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Resources and Industry Insights
This resource and insight hub provides education, breaking news, our research, and more to benefit developers, corporate leadership, academics, marketing and business development professionals, and even those who are new to the concept of AI.



How to Write Your MCP Server in Python
Discover how to build a simple MCP server in Python to manage a to-do list example using the Model Context Protocol (MCP). This step-by-step guide walks you through creating the server, connecting it to Claude for Desktop, and enabling seamless interaction between AI models and real-world tools.

Adrian Araya
May 127 min read
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Introducing Voice Agent: Real Time Voice Assistant for Language Models
Bring real-time voice to your applications with Voice Agent! Built for low-latency, natural conversations, Voice Agent supports interruption, local processing, and full customization—perfect for embedded systems, desktop apps, or web interfaces. Discover how RidgeRun’s modular design makes building voice-powered experiences seamless and flexible.

Adrian Araya
Apr 294 min read
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How to Create an OpenAI-Compatible Wrapper for Ollama
Easily switch between OpenAI and local LLMs like Ollama using the same API! This post shows how to wrap the OpenAI Python (and JavaScript) client to talk to Ollama with minimal changes, letting you develop and test locally without sacrificing the familiar OpenAI interface. Learn how to install Ollama, pull models like llama3.1, and build a unified interface that works across both platforms.

Adrian Araya
Apr 283 min read
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Meta AI Introduces BLT: Byte Latent Transformers
Meta AI presents an improvement to the current LLMs: Byte Latent Transformers. They achieve same performance while being more efficeficient.
Michael Gruner
Dec 14, 20244 min read
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How to Fine-Tune LLMs with Unsloth and Hugging Face
A tutorial on how to train LLMs using Python, Hugging Face and Unsloth.

Daniela Brenes
Nov 18, 20248 min read
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Ai4 2024: Our Favorite Highlights
This year RidgeRun.ai was fortunate enough to be a part of the Ai4. Here's some of our favorite moments!
Michael Gruner
Sep 4, 20248 min read
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OpenAI DevDay #1 Announcements
In the very first DevDay, OpenAI announce more than a dozen of new features.
Michael Gruner
Nov 6, 20232 min read
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