diff --git a/src/index/src/fulltext_index/search/tantivy.rs b/src/index/src/fulltext_index/search/tantivy.rs
index d06a5cd329..9fb0091868 100644
--- a/src/index/src/fulltext_index/search/tantivy.rs
+++ b/src/index/src/fulltext_index/search/tantivy.rs
@@ -14,6 +14,7 @@
 
 use std::collections::{BTreeSet, HashMap};
 use std::path::Path;
+use std::sync::Arc;
 use std::time::Instant;
 
 use async_trait::async_trait;
@@ -27,15 +28,19 @@ use tantivy::{Index, IndexReader, ReloadPolicy, TantivyDocument};
 use crate::fulltext_index::Config;
 use crate::fulltext_index::create::{ROWID_FIELD_NAME, TEXT_FIELD_NAME};
 use crate::fulltext_index::error::{
-    Result, TantivyDocNotFoundSnafu, TantivyParserSnafu, TantivySnafu,
+    JoinSnafu, Result, TantivyDocNotFoundSnafu, TantivyParserSnafu, TantivySnafu,
 };
 use crate::fulltext_index::search::{FulltextIndexSearcher, RowId};
 
 /// `TantivyFulltextIndexSearcher` is a searcher using Tantivy.
 pub struct TantivyFulltextIndexSearcher {
-    /// Tanitvy index.
+    inner: Arc<TantivySearcherInner>,
+}
+
+struct TantivySearcherInner {
+    /// Tantivy index.
     index: Index,
-    /// Tanitvy index reader.
+    /// Tantivy index reader.
     reader: IndexReader,
     /// The default field used to build `QueryParser`
     default_field: Field,
@@ -66,63 +71,73 @@ impl TantivyFulltextIndexSearcher {
         );
 
         Ok(Self {
-            index,
-            reader,
-            default_field,
+            inner: Arc::new(TantivySearcherInner {
+                index,
+                reader,
+                default_field,
+            }),
         })
     }
 }
 
+fn search_sync(inner: &TantivySearcherInner, query: &str) -> Result<BTreeSet<RowId>> {
+    let searcher = inner.reader.searcher();
+    let query_parser = QueryParser::for_index(&inner.index, vec![inner.default_field]);
+    let query = query_parser
+        .parse_query(query)
+        .context(TantivyParserSnafu)?;
+    let doc_addrs = searcher
+        .search(&query, &DocSetCollector)
+        .context(TantivySnafu)?;
+
+    let seg_metas = inner
+        .index
+        .searchable_segment_metas()
+        .context(TantivySnafu)?;
+
+    // FAST PATH: only one segment, the doc id is the same as the row id.
+    //            Also for compatibility with the old version.
+    if seg_metas.len() == 1 {
+        return Ok(doc_addrs.into_iter().map(|d| d.doc_id).collect());
+    }
+
+    // SLOW PATH: multiple segments, need to calculate the row id.
+    let rowid_field = searcher
+        .schema()
+        .get_field(ROWID_FIELD_NAME)
+        .context(TantivySnafu)?;
+    let mut seg_offsets = HashMap::with_capacity(seg_metas.len());
+    let mut res = BTreeSet::new();
+    for doc_addr in doc_addrs {
+        let offset = if let Some(offset) = seg_offsets.get(&doc_addr.segment_ord) {
+            *offset
+        } else {
+            // Calculate the offset at the first time meeting the segment and cache it since
+            // the offset is the same for all rows in the same segment.
+            let doc: TantivyDocument = searcher.doc(doc_addr).context(TantivySnafu)?;
+            let rowid = doc
+                .get_first(rowid_field)
+                .and_then(|v| v.as_u64())
+                .context(TantivyDocNotFoundSnafu { doc_addr })?;
+
+            let offset = rowid as u32 - doc_addr.doc_id;
+            seg_offsets.insert(doc_addr.segment_ord, offset);
+            offset
+        };
+
+        res.insert(doc_addr.doc_id + offset);
+    }
+
+    Ok(res)
+}
+
 #[async_trait]
 impl FulltextIndexSearcher for TantivyFulltextIndexSearcher {
     async fn search(&self, query: &str) -> Result<BTreeSet<RowId>> {
-        let searcher = self.reader.searcher();
-        let query_parser = QueryParser::for_index(&self.index, vec![self.default_field]);
-        let query = query_parser
-            .parse_query(query)
-            .context(TantivyParserSnafu)?;
-        let doc_addrs = searcher
-            .search(&query, &DocSetCollector)
-            .context(TantivySnafu)?;
-
-        let seg_metas = self
-            .index
-            .searchable_segment_metas()
-            .context(TantivySnafu)?;
-
-        // FAST PATH: only one segment, the doc id is the same as the row id.
-        //            Also for compatibility with the old version.
-        if seg_metas.len() == 1 {
-            return Ok(doc_addrs.into_iter().map(|d| d.doc_id).collect());
-        }
-
-        // SLOW PATH: multiple segments, need to calculate the row id.
-        let rowid_field = searcher
-            .schema()
-            .get_field(ROWID_FIELD_NAME)
-            .context(TantivySnafu)?;
-        let mut seg_offsets = HashMap::with_capacity(seg_metas.len());
-        let mut res = BTreeSet::new();
-        for doc_addr in doc_addrs {
-            let offset = if let Some(offset) = seg_offsets.get(&doc_addr.segment_ord) {
-                *offset
-            } else {
-                // Calculate the offset at the first time meeting the segment and cache it since
-                // the offset is the same for all rows in the same segment.
-                let doc: TantivyDocument = searcher.doc(doc_addr).context(TantivySnafu)?;
-                let rowid = doc
-                    .get_first(rowid_field)
-                    .and_then(|v| v.as_u64())
-                    .context(TantivyDocNotFoundSnafu { doc_addr })?;
-
-                let offset = rowid as u32 - doc_addr.doc_id;
-                seg_offsets.insert(doc_addr.segment_ord, offset);
-                offset
-            };
-
-            res.insert(doc_addr.doc_id + offset);
-        }
-
-        Ok(res)
+        let inner = self.inner.clone();
+        let query = query.to_string();
+        common_runtime::spawn_blocking_global(move || search_sync(&inner, &query))
+            .await
+            .context(JoinSnafu)?
     }
 }