diff --git a/docs/README.md b/docs/README.md
index 7f8b0282..dda36076 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -23,11 +23,11 @@
 
 > [!WARNING]  
 > Packages for ParrotOS and Ubuntu 24.04, maintained by a third party, appear to be __broken__.  
-> Users of these systems should defer to pipx/pip or Docker.
+> Users of these systems should defer to [`uv`](https://docs.astral.sh/uv/)/`pipx`/`pip` or Docker.
 
 | Method | Notes |
 | - | - |
-| `pipx install sherlock-project` | `pip` may be used in place of `pipx` |
+| `pipx install sherlock-project` | `pip` or [`uv`](https://docs.astral.sh/uv/) may be used in place of `pipx` |
 | `docker run -it --rm sherlock/sherlock` |
 | `dnf install sherlock-project` | |
 
@@ -97,24 +97,6 @@ optional arguments:
   --local, -l           Force the use of the local data.json file.
   --nsfw                Include checking of NSFW sites from default list.
 ```
-## Apify Actor Usage [![Sherlock Actor](https://apify.com/actor-badge?actor=netmilk/sherlock)](https://apify.com/netmilk/sherlock?fpr=sherlock)
-
-<a href="https://apify.com/netmilk/sherlock?fpr=sherlock"><img src="https://apify.com/ext/run-on-apify.png" alt="Run Sherlock Actor on Apify" width="176" height="39" /></a>
-
-You can run Sherlock in the cloud without installation using the [Sherlock Actor](https://apify.com/netmilk/sherlock?fpr=sherlock) on [Apify](https://apify.com?fpr=sherlock) free of charge.
-
-``` bash
-$ echo '{"usernames":["user123"]}' | apify call -so netmilk/sherlock
-[{
-  "username": "user123",
-  "links": [
-    "https://www.1337x.to/user/user123/",
-    ...
-  ]
-}]
-```
-
-Read more about the [Sherlock Actor](../.actor/README.md), including how to use it programmatically via the Apify [API](https://apify.com/netmilk/sherlock/api?fpr=sherlock), [CLI](https://docs.apify.com/cli/?fpr=sherlock) and [JS/TS and Python SDKs](https://docs.apify.com/sdk?fpr=sherlock).
 
 ## Credits
 
@@ -135,7 +117,7 @@ Thank you to everyone who has contributed to Sherlock! ❤️
 ## License
 
 MIT © Sherlock Project<br/>
-Original Creator - [Siddharth Dushantha](https://github.com/sdushantha)
+Creator - [Siddharth Dushantha](https://github.com/sdushantha)
 
 <!-- Reference Links -->