diff --git a/docs/administrator/admin/ragflow_cli.md b/docs/administrator/admin/ragflow_cli.md
index ce2b736362..0827a5c2eb 100644
--- a/docs/administrator/admin/ragflow_cli.md
+++ b/docs/administrator/admin/ragflow_cli.md
@@ -16,8 +16,9 @@ The RAGFlow CLI is a command-line-based system administration tool that offers a
 2. Install ragflow-cli.
 
    ```bash
-   pip install ragflow-cli==0.26.2
+   pipx install ragflow-cli==0.26.2
    ```
+  > You can also use `uv`, a tool for managing virtual environments and packages, to install RAGFlow CLI: `uv tool install ragflow-cli@0.26.2`.
 
 3. Launch the CLI client:
 
diff --git a/docs/release_notes.md b/docs/release_notes.md
index 57fc26566a..d3823b9dec 100644
--- a/docs/release_notes.md
+++ b/docs/release_notes.md
@@ -11,7 +11,7 @@ Key features, improvements and bug fixes in the latest releases.
 
 ## v0.26.2
 
-Released on June 26, 2026.
+Released on June 29, 2026.
 
 ### New features