diff --git a/README.rst b/README.rst
index 9267f4584..2b1dbde0e 100644
--- a/README.rst
+++ b/README.rst
@@ -1,3 +1,7 @@
+.. image:: docs/assets/datachain_logotype.svg
+ :height: 48
+ :alt: DataChain logo
+
|PyPI| |Python Version| |Codecov| |Tests|
.. |PyPI| image:: https://img.shields.io/pypi/v/datachain.svg
@@ -13,7 +17,6 @@
:target: https://github.com/iterative/datachain/actions/workflows/tests.yml
:alt: Tests
-AI ๐ DataChain
----------------
DataChain is a modern Pythonic data-frame library designed for artificial intelligence.
diff --git a/docs/assets/datachain.png b/docs/assets/datachain.png
deleted file mode 100644
index 10fc22221..000000000
Binary files a/docs/assets/datachain.png and /dev/null differ
diff --git a/docs/assets/datachain.svg b/docs/assets/datachain.svg
new file mode 100644
index 000000000..c48883500
--- /dev/null
+++ b/docs/assets/datachain.svg
@@ -0,0 +1,24 @@
+
diff --git a/docs/assets/datachain_logotype.svg b/docs/assets/datachain_logotype.svg
new file mode 100644
index 000000000..ec7a2ff37
--- /dev/null
+++ b/docs/assets/datachain_logotype.svg
@@ -0,0 +1,33 @@
+
diff --git a/docs/index.md b/docs/index.md
index fba692c45..19067e362 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,4 +1,4 @@
-# ๐ DataChain Getting Started
+# Get Started with DataChain
๐จWrangle unstructured AI data at scale
diff --git a/mkdocs.yml b/mkdocs.yml
index 0b48e0cd8..1d2832a0f 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -1,4 +1,4 @@
-site_name: DataChain
+site_name: ''
site_url: https://datachain.dvc.ai
site_description: Wrangle unstructured AI data at scale
@@ -15,8 +15,8 @@ validation:
theme:
name: material
- logo: assets/datachain.png
- favicon: assets/datachain.png
+ logo: assets/datachain_logotype.svg
+ favicon: assets/datachain.svg
icon:
repo: fontawesome/brands/github
features:
diff --git a/src/datachain/lib/dc.py b/src/datachain/lib/dc.py
index 97f0b1759..5e1c172c6 100644
--- a/src/datachain/lib/dc.py
+++ b/src/datachain/lib/dc.py
@@ -139,7 +139,7 @@ class Sys(DataModel):
class DataChain(DatasetQuery):
- """AI ๐ DataChain - a data structure for batch data processing and evaluation.
+ """DataChain - a data structure for batch data processing and evaluation.
It represents a sequence of data manipulation steps such as reading data from
storages, running AI or LLM models or calling external services API to validate or