From bfeed277cec3e72628d7e67e061eb64d86ba3ba8 Mon Sep 17 00:00:00 2001
From: Amir Karimi <35371206+AMK9978@users.noreply.github.com>
Date: Sun, 24 Nov 2024 17:55:07 +0330
Subject: [PATCH] Update README.md

---
 README.md | 20 ++++++++++++++++----
 1 file changed, 16 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 526e5be..c85712e 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,17 @@
-# LLM Guardian Central Unit
+# LLM Guardian Kernel
 A plug-and-play end-to-end LLM guardian for seamless integration.
-The central unit is in charge of fanning out requests to the connected 
-security plugins based on user, and collecting their responses to judge whether a prompt
-is malicious or benign. You can also use the central unit as a rate limiter, authentication unit, or quota management.
+The kernel is in charge of fanning out requests to the connected 
+security plugins based on user and collecting their responses to judge whether a prompt
+is malicious or benign. You can also use the kernel as a rate limiter, authentication unit, or quota management.
+
+## Features & Qualities
+- Written in Golang to be super-fast and production-ready
+- Microkernel architecture: Open to extension
+- Rate limiter
+- Supports both HTTP/1.1 and gRPC plugins with reusable gPRC clients
+- Define tasks and apply them to users/groups
+- SOLID obedient and Database agnostic (MongoDB by default)
+- Test covered, CI, linter
 
 
 ## Get Started
@@ -18,6 +27,9 @@ The guardian system uses a micro-kernel architecture designed by the idea of ext
 ![Architecture](./docs/arch.jpg)
 
 
+## Citation
+If you use this application, please cite it using the "Cite this repository" above.
+
 ## Contribution
 I am always welcome to your contributions. Open an issue and/or open a PR accordingly.
 This system is designed and the central unit is developed by Amir Karimi (@amk9978).