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7 changes: 4 additions & 3 deletions 01_index.markdown
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Expand Up @@ -5,10 +5,11 @@
layout: home
permalink: '/'
header: Home
title: Home
title: AI Consulting for Knowledge Graphs, Graph Machine Learning, Entity Resolution & Large Language Models - Graphlet AI
head: Graphlet AI
subtitle: Knowledge Graph Factory
description: Extract, Transform, Resolve, Model, Predict, Explain
description: We consult on knowledge graph construction, entity resolution, graph machine learning, large language models (LLMs), and scalable data engineering solutions.

background: home/bg.png
---

Expand Down Expand Up @@ -91,7 +92,7 @@ background: home/bg.png
When dealing with big data, especially when there are a a number of datasets large and small, the traditional entity resolution model of manual blocking and matching starts to break down. It is cumbersome and takes too much developer time. What is needed is a <i>generic approach to entity resolution</i>.
</div>
<div style="margin-top: 2%;"></div>
<div>
<div>
Recent developments in Large Language Models [LLMs] like <a href="https://chat.openai.com/chat/" target="_blank">ChatGPT</a> and Graph Neural Networks (GNNs) allow us to ETL nodes and edges into XML-like text and sentence encode them using a large language model and then combine them based on semantic inferences made by the LLM in combination with the network topology. LLMs have seen many similar documents as the nodes’ text representation on the world wide web, and if we provide a few clues... they provide state of the art entity resolution for both the blocking and matching stages!
</div>
<div style="margin-top: 2%;"></div>
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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -43,12 +43,12 @@ bundle install
bundle exec jekyll serve
```

To reload automatically with sass changes, run
To reload automatically with sass changes, run:

```
bundle exec jekyll serve --livereload
```


The site will serve on [localhost:4000](http://localhost:4000)

- Note: in _config.yaml, baseurl should be empty ""
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12 changes: 7 additions & 5 deletions _config.yml
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Expand Up @@ -19,12 +19,14 @@
# in the templates via {{ site.myvariable }}.

title: Graphlet AI
email: rjurney@graphlet.com
email: rjurney@graphlet.ai
description: >- # this means to ignore newlines until "baseurl:"
Home page of knowledge graph consultancy Graphlet AI, which builds knowledge graphs
out of myriad sources of structured and unstructured data using big data tools.
baseurl: '' # the subpath of your site, e.g. /blog
url: '' # the base hostname & protocol for your site, e.g. http://example.com
Graphlet AI offcers expert consulting for Knowledge Graphs, Graph Machine Learning, Entity Resolution, Large Language Models and Scalable Data Engineering Solutions.
keywords: Graph Machine Learning, Knowledge Graphs, Entity Resolution, Natural Language Processing, NLP, Large Language Models, LLMs, Graph Neural Networks, GNNs, Graph Analytics, Data Engineering, Network Visualization, Property Graphs, Spark, PySpark, GraphFrames, Neo4j, Cypher
author: Russell Jurney, Graphlet AI
email: rjurney@graphlet.ai
baseurl: "" # the subpath of your site, e.g. /blog
url: "" # the base hostname & protocol for your site, e.g. http://example.com
twitter_username: rjurney
github_username: rjurney
phone: 570-758-5858
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40 changes: 17 additions & 23 deletions _includes/header.html
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@@ -1,26 +1,20 @@
<header class="site-header header-bg">
<div class="wrapper">
{%- assign default_paths = site.pages | map: "path" -%} {%- assign
page_paths = site.header_pages | default: default_paths -%} {%- assign
titles_size = site.pages | map: 'title' | join: '' | size -%}
<div class="wrapper">
{%- assign default_paths = site.pages | map: "path" -%} {%- assign
page_paths = site.header_pages | default: default_paths -%} {%- assign
titles_size = site.pages | map: 'title' | join: '' | size -%}

<nav class="custom-nav">
<div class="trigger show-link">
<a class="page-link" href="https://blog.graphlet.ai">Blog</a>
<a
class="page-link"
href="https://github.com/Graphlet-AI/graphlet"
style="font-weight: 700"
>Github</a
>
</div>
</nav>
<div class="brand-logo">
<a rel="author" href="{{ '/' | relative_url }}"
><img src="{{site.baseurl}}/assets/header/logo.png"
/></a>
<nav class="custom-nav">
<div class="trigger show-link">
<a class="page-link" href="https://blog.graphlet.ai">Blog</a>
<a class="page-link" href="https://github.com/Graphlet-AI/graphml-class"
style="font-weight: 700">Github</a>
</div>
</nav>
<div class="brand-logo">
<a rel="author" href="{{ '/' | relative_url }}"><img src="{{site.baseurl}}/assets/header/logo.png" /></a>
</div>
<h2 class="navbar-heading">{{page.header | upcase}}</h2>
<p class="navbar-subheading">{{page.description}}</p>
</div>
<h2 class="navbar-heading">{{page.header | upcase}}</h2>
<p class="navbar-subheading">{{page.description}}</p>
</div>
</header>
</header>
49 changes: 19 additions & 30 deletions _includes/header_home.html
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@@ -1,33 +1,22 @@
<header class="site-header home-header-bg">
<div class="wrapper" style="text-align: center">
{%- assign default_paths = site.pages | map: "path" -%} {%- assign
page_paths = site.header_pages | default: default_paths -%} {%- assign
titles_size = site.pages | map: 'title' | join: '' | size -%}
<div class="wrapper" style="text-align: center">
{%- assign default_paths = site.pages | map: "path" -%} {%- assign
page_paths = site.header_pages | default: default_paths -%} {%- assign
titles_size = site.pages | map: 'title' | join: '' | size -%}

<nav class="site-nav main-nav">
<div class="trigger hide-link">
<a class="page-link" href="/blog">Blog</a>
<img src="{{site.baseurl}}/assets/Branding/Graphlet AI.svg" />
<a
class="page-link github-link"
href="https://github.com/Graphlet-AI/graphlet"
>GitHub</a
>
</div>
<div class="menu">
<a class="page-link" href="/blog">Blog</a>
<a
class="page-link github-link"
href="https://github.com/Graphlet-AI/graphlet"
>GitHub</a
>
</div>
</nav>
<nav class="site-nav main-nav">
<div class="trigger hide-link">
<a class="page-link" href="https://blog.graphlet.ai">Blog</a>
<img src="{{site.baseurl}}/assets/Branding/Graphlet AI.svg" />
<a class="page-link github-link" href="https://github.com/Graphlet-AI/graphml-class">GitHub</a>
</div>
<div class="menu">
<a class="page-link" href="/blog">Blog</a>
<a class="page-link github-link" href="https://github.com/Graphlet-AI/graphml-class">GitHub</a>
</div>
</nav>

<img
src="/assets/header/graphlet tagline.svg"
style="max-width: 80%; margin-top: 2rem; margin-bottom: 5rem"
/>
<!--<div class="custom-btn">Get Started</div>-->
</div>
</header>
<img src="/assets/header/graphlet tagline.svg" style="max-width: 80%; margin-top: 2rem; margin-bottom: 5rem" />
<!--<div class="custom-btn">Get Started</div>-->
</div>
</header>
5 changes: 1 addition & 4 deletions assets/css/main.scss
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@@ -1,4 +1 @@
---
---

@import "styles";
--- --- @import "styles";
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