diff --git a/README.md b/README.md
index b283bfd..5467a21 100755
--- a/README.md
+++ b/README.md
@@ -4,16 +4,15 @@
 
 # RushDB — Python SDK
 
-### The memory layer for AI agents and apps.
+### RushDB — the database for AI
 
-Push any JSON. Get graph relationships and vector search — automatically.
-No schema. No pipeline. No glue code.
+One database for your records, their relationships, and search over them.
 
 ![PyPI - Version](https://img.shields.io/pypi/v/rushdb)
 ![PyPI - Python Version](https://img.shields.io/pypi/pyversions/rushdb)
 ![PyPI - License](https://img.shields.io/pypi/l/rushdb)
 
-[📖 Documentation](https://docs.rushdb.com/python-sdk/introduction) • [🌐 Website](https://rushdb.com) • [☁️ Cloud](https://app.rushdb.com)
+[📖 Documentation](https://docs.rushdb.com/3.x/connect/sdks/) • [🌐 Website](https://rushdb.com) • [☁️ Cloud](https://app.rushdb.com)
 
 </div>
 
@@ -37,6 +36,16 @@ pip install rushdb
 
 ---
 
+## Compatibility
+
+| Package | RushDB 3.x and RushDB Cloud | RushDB 2.x (legacy) |
+|---|---|---|
+| `@rushdb/javascript-sdk` | 3.x | 2.11.0: `npm i @rushdb/javascript-sdk@2` |
+| `rushdb` (PyPI) | 3.x | 2.10.0: `pip install "rushdb<3"` |
+| `@rushdb/mcp-server` | 3.x | 2.13.0: `npx @rushdb/mcp-server@2` |
+
+---
+
 ## RushDB Cloud or a self-hosted engine
 
 The SDK works with RushDB in one of two ways:
@@ -376,7 +385,7 @@ db = RushDB(
 
 ## Documentation
 
-[docs.rushdb.com/python-sdk](https://docs.rushdb.com/python-sdk/introduction) — full API reference, vector search, aggregations, and more.
+[docs.rushdb.com/3.x/connect/sdks](https://docs.rushdb.com/3.x/connect/sdks/) and the [Python reference](https://docs.rushdb.com/3.x/learn/reference/python/) — full API reference, vector search, aggregations, and more.
 
 ---
 
diff --git a/pyproject.toml b/pyproject.toml
index a377eda..f450370 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "rushdb"
 version = "3.0.0"
-description = "RushDB Python SDK — memory layer for AI agents and modern apps"
+description = "RushDB SDK for Python: the client for RushDB, the database for AI (RushDB Cloud or self-hosted)"
 authors = [
     {name = "RushDB Team", email = "hi@rushdb.com"}
 ]
@@ -11,41 +11,18 @@ requires-python = ">=3.10"
 keywords = [
     "rushdb",
     "database",
-    "graph database",
-    "graph-database",
-    "ai memory",
-    "ai-memory",
-    "agent memory",
-    "agent-memory",
-    "memory layer",
-    "memory-layer",
-    "ai agents",
+    "database-for-ai",
     "ai-agents",
-    "llm memory",
-    "llm-memory",
-    "mcp",
-    "vector search",
+    "graph-database",
+    "sql",
+    "cypher",
     "vector-search",
-    "rag",
-    "retrieval augmented generation",
-    "embedding",
-    "embeddings",
-    "knowledge graph",
-    "knowledge-graph",
-    "json normalization",
-    "json-normalization",
-    "schema-less",
-    "schemaless",
-    "no-schema",
+    "full-text-search",
+    "hybrid-search",
+    "mcp",
     "self-hosted",
-    "cloud",
-    "rest api",
-    "rest-api",
-    "graph",
-    "relationships",
-    "persistence",
-    "rush-db",
-    "rush db"
+    "rag",
+    "agent-memory"
 ]
 dependencies = []