diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml
index 018139a..7f6ffe0 100644
--- a/.github/workflows/rust.yml
+++ b/.github/workflows/rust.yml
@@ -33,7 +33,7 @@ jobs:
       matrix:
         arch: ["x86_64", "aarch64"]
     env:
-      PGRX_IMAGE: "kemingy/pgrx:0.12.8"
+      PGRX_IMAGE: "ghcr.io/tensorchord/vectorchord-pgrx:0.12.8"
 
     steps:
       - uses: actions/checkout@v4
diff --git a/Cargo.toml b/Cargo.toml
index 8bf165b..9b8bff2 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,5 +1,5 @@
 [package]
-name = "pg_bm25"
+name = "vchord_bm25"
 version = "0.0.0"
 edition = "2021"
 
@@ -7,7 +7,7 @@ edition = "2021"
 crate-type = ["cdylib", "lib"]
 
 [[bin]]
-name = "pgrx_embed_pg_bm25"
+name = "pgrx_embed_vchord_bm25"
 path = "./src/bin/pgrx_embed.rs"
 
 [features]
diff --git a/pg_bm25.control b/pg_bm25.control
deleted file mode 100644
index 551c078..0000000
--- a/pg_bm25.control
+++ /dev/null
@@ -1,6 +0,0 @@
-comment = 'pg_bm25:  Created by pgrx'
-default_version = '@CARGO_VERSION@'
-module_pathname = '$libdir/pg_bm25'
-relocatable = false
-superuser = true
-schema = bm25_catalog
diff --git a/rust-toolchain.toml b/rust-toolchain.toml
deleted file mode 100644
index edfb957..0000000
--- a/rust-toolchain.toml
+++ /dev/null
@@ -1,2 +0,0 @@
-[toolchain]
-channel = "nightly-2024-09-14"
diff --git a/src/datatype/memory_bm25vector.rs b/src/datatype/memory_bm25vector.rs
index 2ec0849..571915f 100644
--- a/src/datatype/memory_bm25vector.rs
+++ b/src/datatype/memory_bm25vector.rs
@@ -58,7 +58,7 @@ pub enum Bm25VectorInput<'a> {
     Borrowed(&'a Bm25VectorHeader),
 }
 
-impl<'a> Bm25VectorInput<'a> {
+impl Bm25VectorInput<'_> {
     unsafe fn new(p: NonNull<Bm25VectorHeader>) -> Self {
         let q = unsafe {
             NonNull::new(pgrx::pg_sys::pg_detoast_datum(p.cast().as_ptr()).cast()).unwrap()
@@ -129,7 +129,7 @@ impl Drop for Bm25VectorOutput {
     }
 }
 
-impl<'a> FromDatum for Bm25VectorInput<'a> {
+impl FromDatum for Bm25VectorInput<'_> {
     unsafe fn from_polymorphic_datum(datum: Datum, is_null: bool, _typoid: Oid) -> Option<Self> {
         if is_null {
             None
diff --git a/src/index/build.rs b/src/index/build.rs
index ce01969..876f331 100644
--- a/src/index/build.rs
+++ b/src/index/build.rs
@@ -73,7 +73,7 @@ pub unsafe extern "C" fn ambuild(
         index_tuples: 0,
         index,
         builder: IndexBuilder::new(),
-        memctx: PgMemoryContexts::new("pg_bm25_index_build"),
+        memctx: PgMemoryContexts::new("vchord_bm25_index_build"),
     };
 
     pgrx::pg_sys::IndexBuildHeapScan(heap, index, index_info, Some(build_callback), &mut state);
diff --git a/src/lib.rs b/src/lib.rs
index a8ab9d3..b963343 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,4 +1,3 @@
-#![feature(doc_cfg)]
 #![allow(clippy::len_without_is_empty)]
 
 pub mod algorithm;
diff --git a/src/segment/field_norm.rs b/src/segment/field_norm.rs
index 7061f3c..c66daf9 100644
--- a/src/segment/field_norm.rs
+++ b/src/segment/field_norm.rs
@@ -30,7 +30,7 @@ pub trait FieldNormRead {
 
 pub struct FieldNormMemoryReader<'a>(&'a [u8]);
 
-impl<'a> FieldNormRead for FieldNormMemoryReader<'a> {
+impl FieldNormRead for FieldNormMemoryReader<'_> {
     fn read(&self, doc_id: u32) -> u8 {
         self.0[doc_id as usize]
     }
diff --git a/src/sql/finalize.sql b/src/sql/finalize.sql
index 7471498..e4add01 100644
--- a/src/sql/finalize.sql
+++ b/src/sql/finalize.sql
@@ -19,7 +19,7 @@ CREATE FUNCTION to_bm25query(index_oid regclass, query_str text) RETURNS bm25que
     $$;
 
 CREATE ACCESS METHOD bm25 TYPE INDEX HANDLER _bm25_amhandler;
-COMMENT ON ACCESS METHOD bm25 IS 'pg_bm25 index access method';
+COMMENT ON ACCESS METHOD bm25 IS 'vchord bm25 index access method';
 
 CREATE OPERATOR pg_catalog.<&> (
     PROCEDURE = search_bm25query,
diff --git a/tests/README.md b/tests/README.md
index 7e62d65..7ec1958 100644
--- a/tests/README.md
+++ b/tests/README.md
@@ -1,4 +1,4 @@
-## Tests for pg_bm25.rs
+## Tests for vchord_bm25
 
 We use [sqllogictest-rs](https://github.com/risinglightdb/sqllogictest-rs) to test the SQL queries.
 
diff --git a/tests/init.sql b/tests/init.sql
index 9d3ddb6..6871646 100644
--- a/tests/init.sql
+++ b/tests/init.sql
@@ -1 +1 @@
-CREATE EXTENSION pg_bm25;
+CREATE EXTENSION vchord_bm25;
diff --git a/tests/sqllogictest/index.slt b/tests/sqllogictest/index.slt
index f771fb6..c6f25f3 100644
--- a/tests/sqllogictest/index.slt
+++ b/tests/sqllogictest/index.slt
@@ -43,7 +43,7 @@ LIMIT 10;
 
 statement ok
 INSERT INTO documents (passage) VALUES 
-('pg_bm25 is a postgresql extension for bm25 ranking algorithm.');
+('vchord_bm25 is a postgresql extension for bm25 ranking algorithm.');
 
 statement ok
 UPDATE documents SET embedding = tokenize(passage) WHERE embedding IS NULL;
diff --git a/tests/sqllogictest/temp.slt b/tests/sqllogictest/temp.slt
index 3b308fa..d4955ba 100644
--- a/tests/sqllogictest/temp.slt
+++ b/tests/sqllogictest/temp.slt
@@ -46,7 +46,7 @@ LIMIT 10;
 
 statement ok
 INSERT INTO documents (passage) VALUES 
-('pg_bm25 is a postgresql extension for bm25 ranking algorithm.');
+('vchord_bm25 is a postgresql extension for bm25 ranking algorithm.');
 
 statement ok
 UPDATE documents SET embedding = tokenize(passage) WHERE embedding IS NULL;
diff --git a/vchord_bm25.control b/vchord_bm25.control
new file mode 100644
index 0000000..98b58bd
--- /dev/null
+++ b/vchord_bm25.control
@@ -0,0 +1,6 @@
+comment = 'vchord_bm25: A postgresql extension for bm25 ranking algorithm'
+default_version = '@CARGO_VERSION@'
+module_pathname = '$libdir/vchord_bm25'
+relocatable = false
+superuser = true
+schema = bm25_catalog