Missing Persons Agent

Click the Missing Persons Download Link to get to the download page.

Missing Persons



Uses pywebview to turn a flask website into a desktop application and then bundle it with pyinstaller into an executable that is installed using Inno. Tips on Compiling Inno.

Uses ChromaDB for local prototyping. It is open-source with no usage limits on local machines.


Uses Sqlite3 both as a storage for initial search data and Entity Attribute Value (EAV) for saving data returned from API searches.

My hopes is that 1000s of people will work together using this tool to search through the tons of video footage for the missing person in the first couple days of their disappearance and find them because with everyone using it we were able to do something faster.

I would love to convince the people behind the cameras to have the data saved on a servers backed up for at least a month with a front facing domain and website that can support a read only API to view the videos so this program can run images against them.

Ill create a list of the Camera and Missing persons APIs that people can use here when I find them.

I would think that using the RSS method and collecting as much data from social media as you can find would build a sort of profile for each individual in the social group of the missing individual. Train the agent and have it create a probability distribution based upon the data.

Continue to collect and agregate the data daily to look for more clues.

Machine Learning

Missing Persons

Work on finding missing persons using machine learning.

Missing Persons
universe earth globe

Just added the ability to use RRS feeds for the Stage 3 release. I will be adding lists of both RSS and API endpoints as I go. I want to also build 'Save First, Parse Later' web page scraping tool where you save the page source to a file on your computer then parse it. If you have any other ideas on where I can find more data to train the agent please leave a comment.

RSS Feeds

  • https://www.missingkids.org/gethelpnow/search/rss

API Endpoints

  • https://api.fbi.gov/wanted/v1/list
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