Update readme, website, add python package and examples

Author: 1pxone

.changeset/late-clocks-brush.md

@@ -0,0 +1,9 @@
+---
+'@rushdb/javascript-sdk': minor
+'rushdb-dashboard': minor
+'rushdb-core': minor
+'rushdb-website': minor
+'rushdb-docs': minor
+---
+
+Update readme, website, add python package and examples

.changeset/old-hounds-flash.md

@@ -5,33 +5,13 @@
 # RushDB
 ### The Instant Database for Modern Apps and DS/ML Ops
 
-RushDB is an open-source database built on Neo4j, designed to simplify application development. 
+RushDB is an instant database for modern apps and DS/ML ops built on top of Neo4j.
 
 It automates data normalization, manages relationships, and infers data types, enabling developers to focus on building features rather than wrestling with data.
 
 [🌐 Homepage](https://rushdb.com) — [📢 Blog](https://rushdb.com/blog) — [☁️ Platform ](https://app.rushdb.com) — [📖 Docs](https://docs.rushdb.com) — [🧑‍💻 Examples](https://github.com/rush-db/examples)
 </div>
 
-## 🚀 Feature Highlights
-
-### 1. **Data modeling is optional**
-Push data of any shape—RushDB handles relationships, data types, and more automatically.
-
-### 2. **Automatic type inference**
-Minimizes overhead while optimizing performance for high-speed searches.
-
-### 3. **Powerful search API**
-Query data with accuracy using the graph-powered search API.
-
-### 4. **Flexible data import**
-Easily import data in `JSON`, `CSV`, or `JSONB`, creating data-rich applications fast.
-
-### 5. **Developer-Centric Design**
-RushDB prioritizes DX with an intuitive and consistent API.
-
-### 6. **REST API Readiness**
-A REST API with SDK-like DX for every operation: manage relationships, create, delete, and search effortlessly. Same DTO everywhere.
-
 ---
 
 ## Setup
@@ -123,6 +103,42 @@ Before running the container, ensure you provide the following required environm
 
 ---
 
+<details>
+  <summary>Development Setup with local Neo4j [DOCKER COMPOSE]</summary>
+
+   ```yaml
+   version: '3.8'
+   services:
+     rushdb:
+       image: rushdb/platform
+       container_name: rushdb
+       depends_on:
+         neo4j:
+           condition: service_healthy
+       ports:
+         - "3000:3000"
+       environment:
+         - NEO4J_URL=bolt://neo4j
+         - NEO4J_USERNAME=neo4j
+         - NEO4J_PASSWORD=password
+     neo4j:
+       image: neo4j:5.25.1
+       healthcheck:
+         test: [ "CMD-SHELL", "wget --no-verbose --tries=1 --spider localhost:7474 || exit 1" ]
+         interval: 5s
+         retries: 30
+         start_period: 10s
+       ports:
+         - "7474:7474"
+         - "7687:7687"
+       environment:
+         - NEO4J_ACCEPT_LICENSE_AGREEMENT=yes
+         - NEO4J_AUTH=neo4j/password
+         - NEO4J_PLUGINS=["apoc"]
+   ```
+</details>
+
+
 ### **CLI Commands**
 
 The RushDB CLI allows you to manage users in self-hosted installations. Below are the available commands:
@@ -166,8 +182,82 @@ This command updates the password for an existing user identified by the provide
 2. **Build Anything**:  
    Easily push, search, and manage relationships within your data.
 
+### With Python
+
+Explore the [Documentation](https://docs.rushdb.com/python-sdk/records-api)
+
+#### Install the SDK
+
+```bash
+pip install rushdb
+```
+
+#### Push any json data
+
+```python
+from rushdb import RushDB
+
+db = RushDB(
+   "rushdb-api-key",
+   # Default URL; only override if necessary.
+   base_url="https://api.rushdb.com",
+)
+
+db.records.create_many(
+   "COMPANY",
+   {
+      "name": "Google LLC",
+      "address": "1600 Amphitheatre Parkway, Mountain View, CA 94043, USA",
+      "foundedAt": "1998-09-04T00:00:00.000Z",
+      "rating": 4.9,
+      "DEPARTMENT": [
+         {
+            "name": "Research & Development",
+            "description": "Innovating and creating advanced technologies for AI, cloud computing, and consumer devices.",
+            "tags": ["AI", "Cloud Computing", "Research"],
+            "profitable": true,
+            "PROJECT": [
+               {
+                  "name": "Bard AI",
+                  "description": "A state-of-the-art generative AI model for natural language understanding and creation.",
+                  "active": true,
+                  "budget": 1200000000,
+                  "EMPLOYEE": [
+                     {
+                        "name": "Jeff Dean",
+                        "position": "Head of AI Research",
+                        "email": "[email protected]",
+                        "salary": 3000000,
+                     }
+                  ],
+               }
+            ],
+         }
+      ],
+   },
+)
+```
+
+#### Find Records by specific criteria
+```python
+# Find Records by specific criteria
+matched_employees = db.records.find(
+   {
+      "labels": ["EMPLOYEE"],
+      "where": {
+         "position": {"$contains": "AI"},
+         "PROJECT": {"DEPARTMENT": {"COMPANY": {"rating": {"$gte": 4}}}},
+      },
+   }
+)
+
+```
+---
+
 ### With TypeScript / JavaScript
 
+Explore the [Documentation](https://docs.rushdb.com)
+
 #### Install the SDK
 
 ```bash
@@ -238,6 +328,8 @@ const company = await db.records.findUniq('COMPANY', {
 
 ### With REST API and cURL
 
+Explore the [Documentation](https://docs.rushdb.com)
+
 #### Specify API base URL
 
 - **RushDB Cloud**: `https://api.rushdb.com`
@@ -298,10 +390,6 @@ curl -X POST https://api.rushdb.com/api/v1/records/search \
 }'
 ```
 
-<div align="center">
-<b>You Rock</b>  🚀
-</div>
-
 ---
 
 <div align="center" style="margin-top: 20px">

README.md

@@ -0,0 +1,6 @@
+{
+  "label": "Python SDK",
+  "position": 3,
+  "collapsed": false,
+  "collapsible": false
+}