diff --git a/categorize_notify/README.md b/categorize_notify/README.md
index b6cf67fa..17e7a1c6 100644
--- a/categorize_notify/README.md
+++ b/categorize_notify/README.md
@@ -1,12 +1,15 @@
 # Email Categorization and Notification Workflow
+
 This project automates the process of categorizing incoming emails and notifying relevant Slack channels by integrating Gmail, ChatGPT, and Slack. It is not meant to be a 100% complete project, but rather a solid starting point.
 
 ## Benefits
+
 - **Ease of Use:** Demonstrates how easy it is to connect multiple integrations into a cohesive workflow.
 - **Low Complexity:** The workflow is implemented with a minimal amount of code.
 - **Free and Open Source:** Available for use or modification to fit specific use cases. 
 
 ## How It Works
+
 - **Detect New Email**: The program monitors the Gmail inbox for new emails using the Gmail API.
 - **Categorize Email**: ChatGPT analyzes the email content and categorizes it into predefined categories.
 - **Send Slack Notification**: The program sends the categorized email content to the corresponding Slack channel using the Slack API.
@@ -14,6 +17,78 @@ This project automates the process of categorizing incoming emails and notifying
 
 For more details, refer to [this blog post](https://autokitteh.com/technical-blog/from-inbox-to-slack-automating-email-categorization-and-notifications-with-ai/).
 
+## Installation and Usage 
+
+[Install AutoKitteh](https://docs.autokitteh.com/get_started/install).
+
+### Configure integrations
+
+- [Configure Slack integration](https://docs.autokitteh.com/config/integrations/slack/)
+- [Configure Google integration](https://docs.autokitteh.com/config/integrations/google)
+
+### Clone the Repository
+
+```shell
+git clone https://github.com/autokitteh/kittehub.git
+cd kittehub/categorize_notify
+```
+Alternatively, you can copy the individual files in this directory.
+
+### Run the AutoKitteh Server
+
+Simply run this command:
+
+```shell
+ak up --mode dev
+```
+
+### Apply Manifest and Deploy Project
+
+1. Navigate to the `categorize_notify` directory:
+
+   ```shell
+   cd categorize_notify
+   ```
+
+2. Apply manifest and deploy project by running the following command:
+
+   ```shell
+   ak deploy --manifest autokitteh-python.yaml --file program.py
+    ```
+    The output of this command will be important for initializing connections in the following step if you're using the CLI.
+
+    For example, for each configured connection, you will see a line that looks similar to the one below:
+
+    ```shell
+    [exec] create_connection "categorize_notify/my_chatgpt": con_01j36p9gj6e2nt87p9vap6rbmz created
+    ```
+
+    `con_01j36p9gj6e2nt87p9vap6rbmz` is the connection ID.
+
+### Initiliaze Connections
+
+> [!NOTE] 
+> `my_http` does not need to initialized
+
+Using the connection IDs from the previous step, run these commands:
+
+```shell
+ak connection init my_chatgpt <connection ID>
+ak connection init my_gmail <connection ID>
+ak connection init my_slack <connection ID>
+```
+
+### Trigger the Workflow
+
+Run this command:
+
+```shell
+curl -v "http://localhost:9980/http/categorize_notify/"
+```
+
+Now send yourself a new email and watch the workflow do its job!
+
 ## Known Limitations
+
 - **ChatGPT**: the prompt for this workflow works for simple cases. It may have mixed results for emails that lack detail or have nothing to do with the channels provided.
-- **E-mail polling**: the polling mechanism is basic and does not cover edge cases.
+- **Gmail mailbox polling**: the polling mechanism is basic and does not cover edge cases.