After building my fastrtc voice agent powered by llamaindex for agent orchestration, i realized i wanted something more practical for everyday use at home. i wanted to replace my alexa device with ...
What is MCP? The Model Context Protocol (MCP) is an open standard developed by Anthropic that enables AI assistants to securely connect with external data sources and tools. Think of it as a unive...
With the launch of the open-source library FastRTC (late February 2025), developers gained a much easier way to build real-time audio applications. Released by Hugging Face, FastRTC was designed to...
Recently OpenAI has released their Agent SDK, so i decided to explor its potential to build something practical for education/learning porpouse. This led me to create an automated pipeline that tu...
We increasingly hear about AI Agents — i usually say that we have entered what is being called the “Agentic Spring”, a phase where trends are shifting towards developing autonomous, specialized AI ...
In this project, I aimed to understand how to count objects in computer vision tasks. I decided to delve deeper into this topic as it has numerous applications and is crucial for counting things/ob...
In this project, i wanted to recreate a local Retrieval-Augmented Generation (RAG) chatbot that can answer to questions by acquiring information from personal pdf documents. What is Retrieval-Augme...
This project was inspired by the innovative Ikea’s restaurant payment method, which implements real-time object detection to determine the price to pay. I tried to recreate a similar system, devel...
Cheshire Cat AI 🐱 The Cheshire Cat AI, an innovative open-source project hailing from Italy designed by Piero Savastano, is a versatile framework for building and deploying custom AI solutions on t...
This project demonstrates a practical application of the (CLIP) (Contrastive Language–Image Pre-training) model by OpenAI, used to create embeddings for both images and textual descriptions. This m...