Update README for Franklin

README.md

@@ -3,18 +3,35 @@
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-This repository contains the source files of [Flux website, fluxml.ai](https://fluxml.github.io/). 
-
-Flux is an elegant approach to machine learning. It's a 100% pure-Julia stack, and provides lightweight abstractions on top of Julia's native GPU and AD support. Flux makes the easy things easy while remaining fully hackable.
+This repository contains the source files for the [FluxML website, fluxml.ai](https://fluxml.ai). FluxML is a machine learning framework for [Julia](https://julialang.org).
 
 ## Contributing
 
 Want to contribute to the FluxML website? Check out the contributing guide: https://github.com/FluxML/fluxml.github.io/blob/main/CONTRIBUTING.md
 
 ## Running Locally
 
-1. Install all prerequisites from: https://jekyllrb.com/docs/installation/
-2. Run `gem install jekyll bundler`
-3. Run `bundle exec jekyll serve`
+The website is built with [Franklin.jl](https://franklinjl.org).
+
+First, install Julia then setup your environment.
+```
+julia --project=.
+
+julia> ]
+(fluxml.github.io) pkg> instantiate
+```
+This will install the necessary packages. It only needs to be done once.
+
+Now, start Julia and serve the page:
+```
+julia --project=.
+
+julia> using Franklin
+
+julia> serve()
+```
+This will start a live server that previews the website. You can make edits to the markdown files and see the website update as you save. Please refer to the [Franklin.jl documentation](https://franklinjl.org) for more information on developing a website with Franklin.jl.
+
+### Project structure
 
-Read more here: https://jekyllrb.com/docs/#instructions
+Most pages of the website are written as markdown files in the root directory. The `blogposts` directory contains blog posts, and the `tutorialposts` directory contains tutorials.