diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 267bd6c..043e02b 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,6 +1,6 @@
 # Contributing to Spark Lance Connector
 
-The Spark Lance connector codebase is at [lancedb/lance-spark](https://github.com/lancedb/lance-spark).
+The Spark Lance connector codebase is at [lancedb/lance-spark](https://github.com/lance-format/lance-spark).
 
 ## Build Commands
 
@@ -52,11 +52,11 @@ make serve-docs
 
 The contents in `lance-spark/docs` are for the ease of contributors to edit and preview.
 After code merge, the contents are added to the 
-[main Lance documentation](https://github.com/lancedb/lance/tree/main/docs) 
+[main Lance documentation](https://github.com/lance-format/lance/tree/main/docs) 
 during the Lance doc CI build time, and is presented in the Lance website under 
-[Apache Spark integration](https://lancedb.github.io/lance/integrations/spark).
+[Apache Spark integration](https://lance.org/integrations/spark).
 
-The CONTRIBUTING.md document is auto-built to the [Lance Contributing Guide](https://lancedb.github.io/lance/community/contributing/)
+The CONTRIBUTING.md document is auto-built to the [Lance Contributing Guide](https://lance.org/community/contributing/)
 
 ## Release Process
 
diff --git a/README.md b/README.md
index 6445079..15fb78b 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,6 @@ The Apache Spark Connector for Lance allows Apache Spark to efficiently read dat
 By using the Apache Spark Connector for Lance, you can leverage Apache Spark's powerful data processing, SQL querying, 
 and machine learning training capabilities on the AI data lake powered by Lance.
 
-For more details, please visit the [documentation website](https://lancedb.github.io/lance/integrations/spark).
+For more details, please visit the [documentation website](https://lance.org/integrations/spark).
 
 For development setup and contribution guidelines, please see [CONTRIBUTING.md](CONTRIBUTING.md).
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index e83b7a2..54ca092 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -1,10 +1,10 @@
 site_name: Spark Lance Connector
 site_description: The Apache Spark Connector for Lance allows Apache Spark to efficiently read datasets stored in Lance format.
-site_url: https://lancedb.github.io/lance-spark/
+site_url: https://lance.org/integrations/spark/
 docs_dir: src
 
 repo_name: lancedb/lance-spark
-repo_url: https://github.com/lancedb/lance-spark
+repo_url: https://github.com/lance-format/lance-spark
 
 theme:
   name: material
@@ -57,7 +57,7 @@ plugins:
 extra:
   social:
     - icon: fontawesome/brands/github
-      link: https://github.com/lancedb/lance-spark
+      link: https://github.com/lance-format/lance-spark
     - icon: fontawesome/brands/discord
       link: https://discord.gg/zMM32dvNtd
     - icon: fontawesome/brands/twitter
diff --git a/docs/src/config.md b/docs/src/config.md
index 26de68e..7e11bf9 100644
--- a/docs/src/config.md
+++ b/docs/src/config.md
@@ -1,6 +1,6 @@
 # Configuration
 
-Spark DSV2 catalog integrates with Lance through [Lance Namespace](https://github.com/lancedb/lance-namespace).
+Spark DSV2 catalog integrates with Lance through [Lance Namespace](https://github.com/lance-format/lance-namespace).
 
 ## Basic Setup
 
diff --git a/lance-spark-3.5_2.12/src/main/java/com/lancedb/lance/spark/write/SparkPositionDeltaWrite.java b/lance-spark-3.5_2.12/src/main/java/com/lancedb/lance/spark/write/SparkPositionDeltaWrite.java
index 924b253..5cabebc 100644
--- a/lance-spark-3.5_2.12/src/main/java/com/lancedb/lance/spark/write/SparkPositionDeltaWrite.java
+++ b/lance-spark-3.5_2.12/src/main/java/com/lancedb/lance/spark/write/SparkPositionDeltaWrite.java
@@ -158,7 +158,7 @@ public void delete(InternalRow metadata, InternalRow id) throws IOException {
             }
             // Get the row index which is low 32 bits of row address.
             // See
-            // https://github.com/lancedb/lance/blob/main/rust/lance-core/src/utils/address.rs#L36
+            // https://github.com/lance-format/lance/blob/main/rust/lance-core/src/utils/address.rs#L36
             v.add(RowAddress.rowIndex(id.getLong(0)));
             return v;
           });
diff --git a/lance-spark-base_2.12/src/main/java/com/lancedb/lance/spark/read/LanceScanBuilder.java b/lance-spark-base_2.12/src/main/java/com/lancedb/lance/spark/read/LanceScanBuilder.java
index 2c84b06..a78b2d2 100644
--- a/lance-spark-base_2.12/src/main/java/com/lancedb/lance/spark/read/LanceScanBuilder.java
+++ b/lance-spark-base_2.12/src/main/java/com/lancedb/lance/spark/read/LanceScanBuilder.java
@@ -82,7 +82,7 @@ public Filter[] pushFilters(Filter[] filters) {
     if (!config.isPushDownFilters()) {
       return filters;
     }
-    // remove the code after fix this issue https://github.com/lancedb/lance/issues/3578
+    // remove the code after fix this issue https://github.com/lance-format/lance/issues/3578
     boolean hasNestedField = false;
     for (StructField field : this.schema.fields()) {
       if (field.dataType() instanceof ArrayType) {
diff --git a/pom.xml b/pom.xml
index 3111fd5..e383fac 100644
--- a/pom.xml
+++ b/pom.xml
@@ -9,7 +9,7 @@
 
     <name>${project.artifactId}</name>
     <description>Lance Spark Connector</description>
-    <url>https://lancedb.github.io/lance-spark</url>
+    <url>https://lance.org/integrations/spark</url>
 
     <developers>
         <developer>
@@ -35,7 +35,7 @@
 
     <issueManagement>
         <system>GitHub</system>
-        <url>https://github.com/lancedb/lance-spark/issues</url>
+        <url>https://github.com/lance-format/lance-spark/issues</url>
     </issueManagement>
 
     <distributionManagement>