Welcome to my website, a comprehensive hub for organizing and preserving my AI research notes. My hope is to provide easy access to the latest information in the ever-changing realm of artificial intelligence. This site serves as a centralized repository for a diverse range of resources. From informative videos and detailed procedures to emerging technologies and relevant AI research data, I gather and curate a wealth of valuable content.
My primary objective is to create a dynamic and robust knowledge base that enables efficient exploration and utilization of up-to-date information to foster innovation in the real estate industry. By categorizing and organizing various topics, I ensure that users can navigate through the vast landscape of AI research with ease. Whether you're a seasoned AI professional or an enthusiastic learner, my website strives to be your go-to source for comprehensive and relevant information.
Through regular updates and additions, I strive to stay at the forefront of the AI field. I believe that by fostering an environment of continuous learning and sharing, I contribute to the advancement of AI in the real estate industry. Join me on this exciting journey as we dive into the latest breakthroughs, cutting-edge technologies, and thought-provoking research that shape the future of artificial intelligence.
Current Research Projects
AI Assistants
- Creating a virtual customer service assistant that can be accessed using voice and text to interact with a RAG architecture, answering questions 24/7 and transferring to a human agent if needed.
- OpenAI
- Amazon Connect
- AWS Lambda
- Amazon Lex
- Salesforce
RAG - Retrieval-Augmented Generation
Building a RAG Architecture: Local Files and Web Data Extraction - Pinecone, Mongo and ChatGPT - May 21, 2024
This comprehensive guide on RAG (Retrieval-Augmented Generation) architecture covers extracting data from various sources, embedding it into a Pinecone vector database, storing original content in MongoDB, and building an AI-powered application using OpenAI's ChatGPT, ensuring secure and efficient data management.
Retrieval Augmented Generation (RAG) with Confluence, Pinecone, and OpenAI - Feb 10, 2024
The adventure began with the intention of enhancing a chatbot's response accuracy by keeping its database up-to-date. The workflow is fascinatingly complex yet elegant, involving several steps to fetch, clean, and process data from Confluence, transform it into embeddings using OpenAI, and then query it efficiently using Pinecone.
Chatbots
Developing a Custom Chatbot with OpenAI Fine-Tuning and React - Sep 6, 2023
Your Chatbot - Your Data... In this video, we'll be building an application using OpenAI's fine-tuning process and React.
A Game Changer for Businesses: A Step-by-Step Guide to Fine-Tuning ChatGPT - Aug 27, 2023
The video provides a detailed step-by-step tutorial on the game-changing ChatGPT fine-tuning process recently released by OpenAI, which allows businesses to customize the model with their own data and knowledge, ultimately creating a tailored and comprehensive AI model for their specific needs.
Code Lab: Simple Chatbot using Llama Index - Jul 8, 2023
A simple example of importing PDF files into a vector storage and sending prompts to LLM's
AI Scheduling ChatBot - Jul 30, 2023
I present the development and demonstration of an AI scheduling chatbot, using OpenAI for NLP and Gradio for UI, that assists real estate agents in scheduling house showings, with the underlying code and implementation details available on the presenter's GitHub account.
Getting Started
Amazon Bedrock - Getting Started with AWS - Feb 20, 2024
This video provides a comprehensive guide on configuring AWS and using Amazon Bedrock with Visual Studio Code to access and invoke AI models, demonstrating a practical application that showcases the integration's educational and entertaining potential.
Getting Started with ChatGPT - Jul 14, 2023
This video provides an introduction to CHAT GPT, highlighting its benefits and potential impact, and includes a detailed tutorial on how to use it effectively while showcasing its conversational abilities through various queries.
ChatGPT - Understanding Prompts in 9 minutes - Jul 18, 2023
This 9 minute video provides an in-depth walkthrough of ChatGPT's features and capabilities, demonstrating its short-term memory, various applications including creating business plans, translating texts, and email generation, and concludes with important tips on effective prompt engineering.
Mastering AI Interviews: Your Guide to Success in 7 minutes - Jul 22, 2023
This 7-minute video discusses AI's increasing role in interviews and resume screenings, offering preparation tips and showcasing a simulated AI interview using ChatGPT, along with a custom tool for tailored feedback and interview questions, to be shared on GitHub.
Bard AI - Lastest Features - Jul 25, 2023
The video showcases Bard, Google's AI tool, and its new features that include image-based storytelling, response customization, data visualization, programming assistance, and multilingual support.
OpenAI API Reference
Developer's Toolkit: Getting Started - Jul 8, 2023
Getting Started with GitHub: Cloning and Obtaining OpenAPI Keys in the OpenAI API Reference Series
Developer's Toolkit: openai ChatCompletion create - Jul 8, 2023
Given a list of messages comprising a conversation, the model will return a response.
Developer's Toolkit: openai images - Jul 10, 2023
This video dives into the image manipulation capabilities of the OpenAI API, demonstrating creation, editing, and variation of images using textual prompts.
Developer's Toolkit: openai audio - Jul 10, 2023
The video provides a tutorial on how to convert audio files into text using OpenAI's Whisper model, demonstrates the process with an iPhone-recorded audio file.
Hugging Face
Hugging Face - Summarization Model - Aug 5, 2023
Hugging Face offers a cutting-edge summarization model that condenses lengthy texts into concise summaries with high accuracy.
Hugging Face - Object Detection Model - Aug 5, 2023
Hugging Face introduces a new object detection model, revolutionizing image analysis with state-of-the-art accuracy.
Hugging Face - Question and Answering - Aug 6, 2023
Hugging Face provides state-of-the-art solutions for question and answering tasks using transformer models.
Hugging Face - Text to Speech - Aug 6, 2023
Hugging Face expands its capabilities with a Text to Speech feature, transforming written content into audible experiences.
Hugging Face - Text to Image - Aug 6, 2023
Hugging Face introduces a groundbreaking Text to Image capability, revolutionizing visual content generation.
Get In Touch
As an unwavering advocate for the real estate community, I am committed to providing crucial support and resources to multiple listing services (MLSs), associations, and subscribers.
Our expertise extends from foundational guidance to sophisticated analysis, encompassing engaging discussions on business use cases and comprehensive assessments of business value.
Our focus is not merely to assist, but also to inspire and catalyze meaningful improvements.
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Address
Tempe, AZ 85281
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Phone
480-773-5608