diff --git a/README.md b/README.md
index 9cd751021..dc5e1ce6b 100644
--- a/README.md
+++ b/README.md
@@ -4,16 +4,21 @@
 
 <h2 align="center">Extract, Transform, Index Data. Easy and Fresh. 🌴</h2>
 
+<div align="center">
+
+[![GitHub](https://img.shields.io/github/stars/cocoindex-io/cocoindex?color=5B5BD6)](https://github.com/cocoindex-io/cocoindex)
 [![License](https://img.shields.io/badge/license-Apache%202.0-5B5BD6?logo=opensourceinitiative&logoColor=white)](https://opensource.org/licenses/Apache-2.0)
-[![Python](https://img.shields.io/badge/python-3.11%20to%203.13-5B5BD6?logo=python&logoColor=white)](https://www.python.org/)
 [![PyPI version](https://img.shields.io/pypi/v/cocoindex?color=5B5BD6)](https://pypi.org/project/cocoindex/)
-[![CI](https://github.com/cocoindex-io/cocoindex/actions/workflows/CI.yml/badge.svg?event=push)](https://github.com/cocoindex-io/cocoindex/actions/workflows/CI.yml)
-[![release](https://github.com/cocoindex-io/cocoindex/actions/workflows/release.yml/badge.svg?event=push)](https://github.com/cocoindex-io/cocoindex/actions/workflows/release.yml)
-[![docs](https://github.com/cocoindex-io/cocoindex/actions/workflows/docs.yml/badge.svg?event=push)](https://github.com/cocoindex-io/cocoindex/actions/workflows/docs.yml)
-[![Discord](https://img.shields.io/badge/discord-cocoindex-5B5BD6?logo=discord&logoColor=white)](https://discord.com/invite/zpA9S2DR7s)
+[![Python](https://img.shields.io/badge/python-3.11%20to%203.13-5B5BD6?logo=python&logoColor=white)](https://www.python.org/)
+[![CI](https://github.com/cocoindex-io/cocoindex/actions/workflows/CI.yml/badge.svg?event=push&color=5B5BD6)](https://github.com/cocoindex-io/cocoindex/actions/workflows/CI.yml)
+[![release](https://github.com/cocoindex-io/cocoindex/actions/workflows/release.yml/badge.svg?event=push&color=5B5BD6)](https://github.com/cocoindex-io/cocoindex/actions/workflows/release.yml)
+[![docs](https://github.com/cocoindex-io/cocoindex/actions/workflows/docs.yml/badge.svg?event=push&color=5B5BD6)](https://github.com/cocoindex-io/cocoindex/actions/workflows/docs.yml)
+[![Discord](https://img.shields.io/discord/1314801574169673738?logo=discord&color=5B5BD6&logoColor=white)](https://discord.com/invite/zpA9S2DR7s)
 [![LinkedIn](https://img.shields.io/badge/LinkedIn-CocoIndex-5B5BD6?logo=linkedin&logoColor=white)](https://www.linkedin.com/company/cocoindex)
 [![X (Twitter)](https://img.shields.io/twitter/follow/cocoindex_io)](https://twitter.com/intent/follow?screen_name=cocoindex_io)
 
+</div>
+
 CocoIndex is the world's first open-source engine that supports both custom transformation logic and incremental updates specialized for data indexing.
 <p align="center">
     <img src="https://cocoindex.io/images/venn.svg" alt="CocoIndex">
diff --git a/docs/docs/getting_started/installation.md b/docs/docs/getting_started/installation.md
new file mode 100644
index 000000000..e2854288a
--- /dev/null
+++ b/docs/docs/getting_started/installation.md
@@ -0,0 +1,34 @@
+---
+title: Installation 
+description: Setup the CocoIndex environment in 0-3 min
+---
+
+## 🐍 Python and Pip
+To follow the steps in this guide, you'll need:
+
+1. Install [Python](https://wiki.python.org/moin/BeginnersGuide/Download/). We support Python 3.11 to 3.13.
+2. Install [pip](https://pip.pypa.io/en/stable/installation/) - a Python package installer
+
+
+## 🌴 Install CocoIndex
+```bash
+pip install cocoindex
+```
+
+## 📦 Install Postgres
+
+You can skip this step if you already have a Postgres database with pgvector extension installed. 
+
+If you don't have a Postgres database:
+
+1. Install [Docker Compose](https://docs.docker.com/compose/install/) 🐳.
+2. Start a Postgres SQL database for cocoindex using our docker compose config:
+
+```bash
+docker compose -f <(curl -L https://raw.githubusercontent.com/cocoindex-io/cocoindex/refs/heads/main/dev/postgres.yaml) up -d
+```
+
+## 🎉 All set!
+
+You can now start using CocoIndex.
+
diff --git a/docs/sidebars.ts b/docs/sidebars.ts
index 7ea953e57..489433e70 100644
--- a/docs/sidebars.ts
+++ b/docs/sidebars.ts
@@ -9,6 +9,7 @@ const sidebars: SidebarsConfig = {
       items: [
         'getting_started/overview',
         'getting_started/quickstart',
+        'getting_started/installation',
       ],
     },
     {