Managing maintenance calls is one of the most time-consuming and disruptive parts of running a property management operation. Missed or delayed calls often lead to unhappy tenants, unresolved issues, and added stress for your team. In this post, we’ll walk you through how we built a Voice AI system that automates the entire maintenance request […]
Many executives assume that “using ChatGPT” equals having an AI strategy. It doesn’t. The real competitive edge comes from pairing a strong base model with your own private data, safely held inside your own walls. Enterprises that fine-tune a large language model (LLM) on their proprietary documents and layer it with a vector database for […]
(Without Breaking the Bank) Artificial intelligence used to be a gated playground: think PhDs, six-figure pilots, and endless consultants. Today it’s a self-checkout lane—cheap, fast, and one tap away inside the tools you already use. Whether you run a roofing crew or a boutique bakery, you can hire a digital helper to answer midnight support […]
In this guide, we’ll walk you through building a voice-based AI customer support agent that answers calls, gathers essential information, and automatically schedules follow-up appointments. Use Case: Tradespeople are often on the move—whether on-site, driving, or meeting clients—which makes it challenging to answer every incoming call. This leads to missed opportunities and potential clients slipping […]
Introduction This guide offers a comprehensive walkthrough for building and using your own MCP (Model Context Protocol) server. It covers core concepts, step-by-step implementation, and practical best practices, empowering you to create an AI-driven system that can understand prompts, execute developer tasks, and integrate seamlessly with tools like GitHub. What is MCP? The Model Context […]
In this blog, we’re diving into the fascinating world of AI customization by building an application that taps into the power of OpenAI’s API. We’ll show you how to fine-tune a cutting-edge language model with your own data, transforming it into a bespoke AI assistant tailored specifically to your needs. Imagine having an AI that […]
Have you ever wondered how apps like Netflix or Spotify seem to know you so well? They recommend shows and songs that fit your mood almost perfectly, often before you even realize what you’re in the mood for. At the heart of this seemingly magical ability lies a powerful concept called vector embeddings. Vector embeddings […]
Ever wanted to create a custom question-answering app powered by your data, with responses generated using a Large Language Model (LLM)? Welcome to this guide where we’ll walk you through building a Retrieval-Augmented Generation (RAG) app. RAG uses a combination of Vector Database (VectorDB) and LLM, allowing you to answer queries grounded in a unique […]
Imagine having an application that could summarize any piece of text and then answer your questions about it—all with a single click. Sounds like science fiction? It’s very real, and today, I’ll walk you through building just such an AI-powered app using LangChain, Hugging Face models, and Streamlit. This project is accessible, beginner-friendly, and also […]
Service integration plays a pivotal role in today’s interconnected digital landscape, enabling disparate systems to communicate seamlessly. However, as businesses race to integrate multiple services, some common pitfalls can hinder the process and result in operational inefficiencies or even system failures. Let’s delve into five frequent mistakes in service integration and how to sidestep them. […]
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