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WFH BRIAN

 * The AI Partner You Need: Fractional CAIO Services

WFH Brian



INTRODUCING SMART CHAT: TRANSFORM YOUR OBSIDIAN NOTES INTO INTERACTIVE
AI-POWERED CONVERSATIONS WITH GPT-4 & EMBEDDINGS

Leave a Comment / Obsidian, AI, Embeddings, GPT-3, Personal AI, PKM,
Productivity / By WFH Brian

Update: Now with GPT-4 and GPT-3.5 support. Hey there, fellow Obsidian users!
I’m excited to introduce you to Smart Chat, an amazing new feature of Smart
Connections that will revolutionize how you interact with the notes in your
Obsidian vault. If you’re unfamiliar with Obsidian, it’s an incredible
note-taking platform that helps you store, manage, and connect your …

Introducing Smart Chat: Transform Your Obsidian Notes into Interactive
AI-Powered Conversations with GPT-4 & Embeddings Read More »


BUILDING A COMPETITIVE ADVANTAGE (MOAT) FOR AI START-UPS

Leave a Comment / AI, Future, GPT-3, LLM, Prediction, Prompt Engineering, Vision
/ By WFH Brian

“Pre-trained model” is the name I will use to refer to AI models made accessible
by companies like OpenAI, with capabilities including text, image, and embedding
generation. You can contrast these pre-trained models with custom models trained
to solve a specific task using “big data.” It’s 2023, and there are still
growing start-ups with billion-dollar …

Building a Competitive Advantage (Moat) for AI Start-ups Read More »


INTRODUCING SMART CONNECTIONS: THE AI-POWERED OBSIDIAN PLUGIN FOR SEEING YOUR
MOST RELEVANT NOTES IN REAL-TIME

Leave a Comment / AI, Build in Public, ChatGPT, Obsidian, PKM / By WFH Brian

Are you tired of sifting through countless notes in your Obsidian vault to find
the information you need? Introducing Smart Connections, the AI-powered plugin
that revolutionizes how you organize and access your notes in Obsidian. As
someone who has struggled with: I understand how frustrating it can be to lack
the ability to work with your …

Introducing Smart Connections: The AI-powered Obsidian Plugin for Seeing Your
Most Relevant Notes in Real-time Read More »


WFH BRIAN’S PERSPECTIVE-CONTEXT-ACTION FRAMEWORK FOR PROMPT WRITING

Leave a Comment / Prompt Writing, GPT-3, Prompt Engineering / By WFH Brian

A Language Model (LM), like GPT-3, is a complex system, and the quality of the
results you get from them depends on how you write your prompts. Prompt writing,
or “prompt engineering” to some, is the process of designing prompts that will
produce the best possible results. Designing language model prompts can be
difficult, but …

WFH Brian’s Perspective-Context-Action Framework for Prompt Writing Read More »


PUBLISHING FROM OBSIDIAN VIA WORDPRESS PLUGIN

Obsidian / By WFH Brian

Does embedded note render when published to WP? No, does not work with current
WordPress publish plugin [x] tested [completion:: 2024-03-23]


VECTOR DIMENSION PRECISION EFFECT ON COSINE SIMILARITY

Experiments, AI, Embeddings / By WFH Brian

Experiment Outline Question: How does reducing the precision of vector
components to various extents (half, third, quarter, fifth) using different
methods (toFixed, Math.round) affect the cosine similarity between two vectors?
Hypothesis: Reducing the precision of vectors will alter the cosine similarity,
with more significant reductions leading to larger differences. The method of
precision reduction might …

Vector dimension precision effect on cosine similarity Read More »


MASTERING CHATGPT’S CODE INTERPRETER: COMPREHENSIVE LIST OF PYTHON PACKAGES IN
CHATGPT’S CODE INTERPRETER

Leave a Comment / ChatGPT, AI Your Business, ChatGPT Plugins, GPT-3, GPT-4, LLM
/ By WFH Brian

Explore the Python packages driving OpenAI’s ChatGPT Code Interpreter. Code
Interpreter & Python Packages ChatGPT’s Code Interpreter executes Python code,
powered by a multitude of Python packages. Python, with its vast array of
packages, facilitates a diverse range of projects. Here’s a glimpse into the
possibilities: Data Analysis and Visualization: Analyze and visualize your data
…

Mastering ChatGPT’s Code Interpreter: Comprehensive List of Python Packages in
ChatGPT’s Code Interpreter Read More »


MASTERING CHATGPT PLUGINS: OPTIMIZING PROMPT SPACE IN THE DYNAMIC PLUGIN PROMPT

Leave a Comment / ChatGPT Plugins, AI Your Business, ChatGPT, Prompt Engineering
/ By WFH Brian

Optimizing the Plugin Prompt—the generated interface that explains your plugin
to ChatGPT—can significantly enhance your ChatGPT plugin’s performance. In this
blog post, we’ll dive into how ChatGPT Plugins compile your OpenAPI
specification and ai-plugin.json files into a Plugin Prompt. We’ll also explore
strategies for optimizing the available space in the prompt, resulting in more
accurate and contextually …

Mastering ChatGPT Plugins: Optimizing Prompt Space in the Dynamic Plugin Prompt
Read More »


ENHANCING LARGE DOCUMENT SUMMARIZATION WITH EMBEDDINGS AND SEMANTIC SIMILARITY

Leave a Comment / Embeddings, AI, AI Your Business, GPT-3, GPT-4, LLM / By WFH
Brian

I’m excited to share a powerful method for accurately summarizing large
documents that exceed the input size limit of GPT-4. I’ve designed a diagram to
visually illustrate this approach, which leverages embeddings to check the
semantic similarity of summarized blocks (chunks). This iterative process
ensures that each block reaches a desired similarity threshold before being …

Enhancing Large Document Summarization with Embeddings and Semantic Similarity
Read More »


HOW ATTORNEYS AND LAW OFFICES CAN UTILIZE GENERATIVE AI LIKE CHATGPT

Leave a Comment / AI Your Business, AI, Future / By WFH Brian

In recent years, the rapid advancement of artificial intelligence (AI) has
transformed various industries, from healthcare to finance. The legal field is
no exception, as more and more law offices and attorneys are beginning to
explore the potential applications of Generative AI, like ChatGPT, to streamline
their practices and enhance their services. In this blog …

How Attorneys and Law Offices can utilize Generative AI like ChatGPT Read More »


IS GPT-4 A “SPARK” OF ARTIFICIAL GENERAL INTELLIGENCE? A NEW ERA FOR BUSINESS
INNOVATION

Leave a Comment / AI Your Business / By WFH Brian

Advancements in artificial intelligence have ushered in a new era of
possibilities and challenges for businesses across industries. With the recent
development of GPT-4, researchers are beginning to ask if this is the beginning
of artificial general intelligence (AGI). If so, business leaders need to
understand the far-reaching implications of this groundbreaking technology. This
research …

Is GPT-4 a “Spark” of Artificial General Intelligence? A New Era for Business
Innovation Read More »


BUILDING CHATGPT PLUGINS: A FUN AND SIMPLE GUIDE FOR DEVELOPERS

Leave a Comment / ChatGPT / By WFH Brian

Hey there! Are you interested in building ChatGPT plugins? Well, you’ve come to
the right place! We’re going to explore the exciting world of plugin development
together in a way that’s super easy to understand. Ready? Let’s dive in! Think
of ChatGPT plugins as fun little add-ons that give ChatGPT some extra powers. To
create …

Building ChatGPT Plugins: A Fun and Simple Guide for Developers Read More »


ONE QUESTION AT A TIME: USING THE STOP PARAMETER & PROMPT ENGINEERING FOR A
BETTER USER EXPERIENCE

Leave a Comment / Conversational AI, AI, AI Your Business, ChatGPT, GPT-3, LLM,
Prompt Engineering, Prompt Writing / By WFH Brian

Imagine you’re building a chatbot using OpenAI’s GPT-3.5-turbo, and you need it
to extract specific information from users, asking one question at a time. Seems
simple, right? But sometimes, crafting the perfect prompt to achieve this goal
can be tricky. In this case study, we’ll explore how one client tackled this
challenge and achieved the …

One Question at a Time: Using the Stop Parameter & Prompt Engineering for a
Better User Experience Read More »


GPT-4: A QUANTUM LEAP IN SVG GENERATION

Leave a Comment / AI, ChatGPT, Experiments, SVG / By WFH Brian

A few months ago, I tested the abilities of text-davinci-003 and ChatGPT to
create SVG images. The results were promising but not all that impressive. Enter
GPT-4. After conducting multiple experiments and reviewing the examples provided
above, it’s clear that GPT-4 has significantly improved the quality and
capabilities of SVG generation compared to its predecessor, …

GPT-4: A Quantum Leap in SVG Generation Read More »

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Hi, I'm Brian. I like to make things like Smart Connections for individuals and
help Develop AI Strategies for businesses.

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 * Publishing from Obsidian via WordPress pluginMarch 23, 2024
 * 
   Vector dimension precision effect on cosine similarityJanuary 8, 2024
 * 
   Mastering ChatGPT’s Code Interpreter: Comprehensive List of Python Packages
   in ChatGPT’s Code InterpreterMay 8, 2023
 * 
   Mastering ChatGPT Plugins: Optimizing Prompt Space in the Dynamic Plugin
   PromptMay 1, 2023
 * 
   Enhancing Large Document Summarization with Embeddings and Semantic
   SimilarityApril 10, 2023
 * 
   How Attorneys and Law Offices can utilize Generative AI like ChatGPTMarch 28,
   2023
 * 
   Is GPT-4 a “Spark” of Artificial General Intelligence? A New Era for Business
   InnovationMarch 27, 2023
 * 
   Building ChatGPT Plugins: A Fun and Simple Guide for DevelopersMarch 23, 2023
 * 
   One Question at a Time: Using the Stop Parameter & Prompt Engineering for a
   Better User ExperienceMarch 23, 2023
 * 
   GPT-4: A Quantum Leap in SVG GenerationMarch 22, 2023

 * AI (22)
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 * Embeddings (7)
 * Experiments (3)
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 * GPT-3 (25)
 * GPT-4 (2)
 * LLM (12)
 * Obsidian (7)
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 * PKM (7)
 * Prediction (3)
 * Productivity (2)
 * Prompt Engineering (13)
 * Prompt Writing (9)
 * Self (4)
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