From 21d49eb4ec843718db2844ba81aa4b09156e00f0 Mon Sep 17 00:00:00 2001
From: silentoplayz <50341825+silentoplayz@users.noreply.github.com>
Date: Mon, 16 Sep 2024 22:17:36 +0000
Subject: [PATCH] Update features.mdx

revert
---
 docs/features.mdx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/features.mdx b/docs/features.mdx
index 40adac9..4f76855 100644
--- a/docs/features.mdx
+++ b/docs/features.mdx
@@ -109,7 +109,7 @@ import { TopBanners } from "@site/src/components/TopBanners";
 
 - 📜 **Citations in RAG Feature**: The Retrieval Augmented Generation (RAG) feature allows users to easily track the context of documents fed to LLMs with added citations for reference points.
 
-- 🌟 **Enhanced RAG Pipeline**: A toggle-able hybrid search sub-feature for our RAG embedding feature that enhances the RAG functionality via `BM25`, with re-ranking powered by `CrossEncoder`, and configurable relevance score thresholds.
+- 🌟 **Enhanced RAG Pipeline**: A togglable hybrid search sub-feature for our RAG embedding feature that enhances the RAG functionality via `BM25`, with re-ranking powered by `CrossEncoder`, and configurable relevance score thresholds.
 
 - 📹 **YouTube RAG Pipeline**: The dedicated Retrieval Augmented Generation (RAG) pipeline for summarizing YouTube videos via video URLs enables smooth interaction with video transcriptions directly.
 
@@ -270,7 +270,7 @@ import { TopBanners } from "@site/src/components/TopBanners";
 
 - 🔒 **Prevent Chat Deletion**: Ability for admins to toggle a setting that prevents all users from deleting their chat messages, ensuring that all chat messages are retained for audit or compliance purposes.
 
-- 🔗 **Webhook Integration**: Subscribe to new user sign-up events via webhook (compatible with `Discord`, `Google Chat`, `Slack`, and `Microsoft Teams`), providing real-time notifications and automation capabilities.
+- 🔗 **Webhook Integration**: Subscribe to new user sign-up events via webhook (compatible with `Discord`, `Google Chat`, `Slack` and `Microsoft Teams`), providing real-time notifications and automation capabilities.
 
 - 📣 **Configurable Notification Banners**: Admins can create customizable banners with persistence in config.json, featuring options for content, background color (`info`, `warning`, `error`, or `success`), and dismissibility. Banners are accessible only to logged-in users, ensuring the confidentiality of sensitive information.