From 522a879c1b59ee3c68724390b5ab6125d6d3bad2 Mon Sep 17 00:00:00 2001
From: Jo G <1451036+jo-elimu@users.noreply.github.com>
Date: Sun, 31 Mar 2024 22:15:45 +0800
Subject: [PATCH] Update README.md

---
 README.md | 20 +++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/README.md b/README.md
index f8244b8..00044da 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,9 @@
 
 ## Demo
 
-...
+<img src="https://github.com/elimu-ai/soga/assets/1451036/7ec748e3-ec92-4697-a8e9-8e5bc800733b" width="640" />
+
+APK: https://github.com/elimu-ai/soga/releases/tag/1.0.0
 
 ## Code
 
@@ -21,8 +23,6 @@ Set `apiKey=<value>` in `local.properties`
 ./gradlew build
 ```
 
-...
-
 ## Submission Details
 
 **Project name**
@@ -35,13 +35,13 @@ Set `apiKey=<value>` in `local.properties`
 
 **Introduction**
 
-- ...
+- Mobile devices are soon getting powerful enough to run entire LLMs locally, and we can take advantage of that to make basic education more widely accessible.
 
 **Key Features**
 
-– ...
-- ...
-- ...
+– App that can run on any Android device (phone, tablet, etc)
+- AI tutor that helps students learn basic math concepts (e.g. addition and subtraction)
+- Conversational chat format
 
 **Why Soga?**
 
@@ -51,8 +51,10 @@ Set `apiKey=<value>` in `local.properties`
 
 URL to Code Repository: https://github.com/elimu-ai/soga
 
-Video Demo: https://www.youtube.com/watch?v=...
+Presentation video: https://www.youtube.com/watch?v=...
+
+Presentation slides: https://docs.google.com/presentation/d/1Bbq0pyYk49qddSkYNHj2UI1A5pBqs4XzwPPW_CpDe0k/edit?usp=sharing
 
-Submitter Type: Team, @..., @..., @...
+Submitter Type: Team, @saharulik, @jo-elimu
 
 Category: AI in Education