diff --git a/README.md b/README.md
index 4e72b36b..bc2063bb 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # embedchain
 
+<a href="https://runacap.com/ross-index/q3-2023/" target="_blank" rel="noopener"><img style="width: 260px; height: 56px" src="https://runacap.com/wp-content/uploads/2023/10/ROSS_badge_black_Q3_2023.svg" alt="ROSS Index - Fastest Growing Open-Source Startups in Q3 2023 | Runa Capital" width="260" height="56"/></a>
+
 [![PyPI](https://img.shields.io/pypi/v/embedchain)](https://pypi.org/project/embedchain/)
 [![Slack](https://img.shields.io/badge/slack-embedchain-brightgreen.svg?logo=slack)](https://join.slack.com/t/embedchain/shared_invite/zt-22uwz3c46-Zg7cIh5rOBteT_xe1jwLDw)
 [![Discord](https://dcbadge.vercel.app/api/server/6PzXDgEjG5?style=flat)](https://discord.gg/CUU9FPhRNt)
@@ -38,20 +40,23 @@ The documentation for embedchain can be found at [docs.embedchain.ai](https://do
 
 Embedchain empowers you to create ChatGPT like apps, on your own dynamic dataset.
 
-### Data Types Supported
+### Data types supported
 
 * Youtube video
 * PDF file
+* CSV file
 * Web page
+* MDX file
+* XML file
 * Sitemap
 * Doc file
-* JSON file
-* Code documentation website loader
-* OpenAPI specs
 * Notion
+* JSON file
+* OpenAPI specs
+* Code docs website
 * Unstructured file loader and many more
 
-You can find the full list of data types on [our documentation](https://docs.embedchain.ai/data-sources/csv).
+You can find the full list of data types on [our documentation](https://docs.embedchain.ai/data-sources/).
 
 ### Queries
 
diff --git a/docs/data-sources/overview.mdx b/docs/data-sources/overview.mdx
index e31df662..f0b98142 100644
--- a/docs/data-sources/overview.mdx
+++ b/docs/data-sources/overview.mdx
@@ -17,7 +17,7 @@ Embedchain comes with built-in support for various data sources. We handle the c
   <Card title="📝 text" href="/data-sources/text"></Card>
   <Card title="🌐📄 web page" href="/data-sources/web-page"></Card>
   <Card title="🧾 xml" href="/data-sources/xml"></Card>
-  <Card title="🙌 OpenApi" href="/data-sources/openapi"></Card>
+  <Card title="🙌 OpenAPI" href="/data-sources/openapi"></Card>
   <Card title="🎥📺 youtube video" href="/data-sources/youtube-video"></Card>
 </CardGroup>