The simplest way to implement a Markdown processor is to use the Pandoc library. This library handles most of the heavy lifting of parsing and converting Markdown to HTML, but you'll have to write your own code in order to do complex things like rendering images. I don't know of any off-the-shelf solutions that can handle complex Markdown rendering, but I'm sure there are some open-source projects out there that can help.
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