From 6dcc08738d5c9921aaa917bb0b33141144dab0d9 Mon Sep 17 00:00:00 2001
From: Alex Nork <48630278+alex-nork@users.noreply.github.com>
Date: Thu, 27 Jul 2023 13:56:17 -0400
Subject: [PATCH] Update README.md

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 README.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/README.md b/README.md
index 53608e34..6aad1d40 100644
--- a/README.md
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 Chirps is a Django-based Python web application that allows users to search and scan vector databases for sensitive data. The application can connect to [Mantium](https://mantiumai.com/) applications and to vector databases like Redis and Pinecone. Users can create and manage scanning plans, execute scans against an asset using a selected plan, and view the results of the scan, including any findings.
 
+[![Chirps Demo](https://cdn.loom.com/sessions/thumbnails/d0829947113b4f3cbee90a1800335c1f-with-play.gif)](https://www.loom.com/share/d0829947113b4f3cbee90a1800335c1f?sid=84c4d9d7-ae12-44d7-8500-c3c8abb00f7d)
+
+
+## Architecture
 ![architecture](https://github.com/mantiumai/chirps/blob/main/docs/assets/images/application_architecture.png)
 
 ## Quick Start