diff --git a/README.md b/README.md
index f91da2a..4ff3506 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,34 @@
 [![Banner](banner.png)](https://capsizegames.itch.io/chat-ai)
 
-Official Chat AI repo which houses the templates and primary code responsible
-for running and querying the chatbot and Google T5-Flan model.
+# Chat AI: Run LLMs with your own hardware
+
+Chat AI is an interface that sits on top of a custom engine which is responsible for processing requests and responses 
+to and from an active Google T5-Flan model.
 
 ---
 
 ## Dev Setup
 
-### Prerequisites
+### Installation
+
+#### For development on Chat AI
+
+1. Clone [aiengine](https://github.com/Capsize-Games/chat-ai)
+2. `cd aiengine && pip install -r requirements.txt`
+
+Chat AI is built on top of sdrunner which is responsible for handling the model's input and output sdrunner can be found here.
+
+#### Running the application
+
+```
+python main.py
+```
+
+---
+
+## API
 
-- Python 3.10
-- private repo from capsize games [aiengine](https://github.com/Capsize-Games/aiengine)
+1. `pip install chat-ai`
+2. `from chat_ai import ChatAI`
+3. `ai = ChatAI()`
+4. `ai.query(query="Hello, how are you?", type="chat", botname="ChatBot", username="User")`