diff --git a/README.md b/README.md
index a1701973359..0e12ddca89d 100644
--- a/README.md
+++ b/README.md
@@ -66,9 +66,12 @@ pip install pylance
 To install a preview release:
 
 ```shell
-pip install --pre --extra-index-url https://pypi.fury.io/lancedb/ pylance
+pip install --pre --extra-index-url https://pypi.fury.io/lance-format/pylance
 ```
 
+> [!NOTE]
+> For versions prior to 1.0.0-beta.4, you can find them at https://pypi.fury.io/lancedb/pylance
+
 > [!TIP]
 > Preview releases are released more often than full releases and contain the
 > latest features and bug fixes. They receive the same level of testing as full releases.
diff --git a/ci/create_rc_discussion.sh b/ci/create_rc_discussion.sh
index 0343c5b380e..c508b723725 100755
--- a/ci/create_rc_discussion.sh
+++ b/ci/create_rc_discussion.sh
@@ -61,7 +61,7 @@ DISCUSSION_BODY="${DISCUSSION_BODY}
 
 #### Python
 \`\`\`bash
-pip install --pre --extra-index-url https://pypi.fury.io/lancedb/ pylance==${RC_VERSION}
+pip install --pre --extra-index-url https://pypi.fury.io/lance-format/pylance==${RC_VERSION}
 \`\`\`
 
 #### Java (Maven)
diff --git a/docs/src/quickstart/index.md b/docs/src/quickstart/index.md
index 864972ccc6b..6f2c9a8d147 100644
--- a/docs/src/quickstart/index.md
+++ b/docs/src/quickstart/index.md
@@ -20,11 +20,13 @@ pip install pylance
 For the latest features and bug fixes, you can install the preview version:
 
 ```bash
-pip install --pre --extra-index-url https://pypi.fury.io/lancedb/pylance
+pip install --pre --extra-index-url https://pypi.fury.io/lance-format/pylance
 ```
 
 > Note: Preview releases receive the same level of testing as regular releases.
 
+> Note: For versions prior to 1.0.0-beta.4, you can find them at https://pypi.fury.io/lancedb/pylance
+
 ## Set Up Your Environment
 
 First, let's import the necessary libraries:
diff --git a/python/python/tests/compat/compat_decorator.py b/python/python/tests/compat/compat_decorator.py
index 2f3c1cee044..cb9aa10c573 100644
--- a/python/python/tests/compat/compat_decorator.py
+++ b/python/python/tests/compat/compat_decorator.py
@@ -84,6 +84,8 @@ def last_beta_release():
                 "pylance",
                 "--pre",
                 "--extra-index-url",
+                "https://pypi.fury.io/lance-format/",
+                "--extra-index-url",
                 "https://pypi.fury.io/lancedb/",
             ],
             capture_output=True,
diff --git a/python/python/tests/compat/venv_manager.py b/python/python/tests/compat/venv_manager.py
index 3f803439860..996422aea34 100644
--- a/python/python/tests/compat/venv_manager.py
+++ b/python/python/tests/compat/venv_manager.py
@@ -102,6 +102,8 @@ def create(self):
                 "--quiet",
                 "--pre",
                 "--extra-index-url",
+                "https://pypi.fury.io/lance-format/",
+                "--extra-index-url",
                 "https://pypi.fury.io/lancedb/",
                 f"pylance=={self.version}",
                 "pytest",