diff --git a/src/documents/extractor.rs b/src/documents/extractor.rs
index 552db58..bcff6f9 100644
--- a/src/documents/extractor.rs
+++ b/src/documents/extractor.rs
@@ -3,6 +3,7 @@ use rusqlite::Connection;
 use serde::{Deserialize, Serialize};
 use sha2::{Digest, Sha256};
 use std::collections::BTreeSet;
+use std::fmt::Write as _;
 
 use super::truncation::{
     MAX_DISCUSSION_BYTES, NoteContent, truncate_discussion, truncate_hard_cap,
@@ -143,12 +144,12 @@ pub fn extract_issue_document(conn: &Connection, issue_id: i64) -> Result<Option
         iid, display_title, path_with_namespace
     );
     if let Some(ref url) = web_url {
-        content.push_str(&format!("URL: {}\n", url));
+        let _ = writeln!(content, "URL: {}", url);
     }
-    content.push_str(&format!("Labels: {}\n", labels_json));
-    content.push_str(&format!("State: {}\n", state));
+    let _ = writeln!(content, "Labels: {}", labels_json);
+    let _ = writeln!(content, "State: {}", state);
     if let Some(ref author) = author_username {
-        content.push_str(&format!("Author: @{}\n", author));
+        let _ = writeln!(content, "Author: @{}", author);
     }
 
     if let Some(ref desc) = description {
@@ -250,15 +251,15 @@ pub fn extract_mr_document(conn: &Connection, mr_id: i64) -> Result<Option<Docum
         iid, display_title, path_with_namespace
     );
     if let Some(ref url) = web_url {
-        content.push_str(&format!("URL: {}\n", url));
+        let _ = writeln!(content, "URL: {}", url);
     }
-    content.push_str(&format!("Labels: {}\n", labels_json));
-    content.push_str(&format!("State: {}\n", display_state));
+    let _ = writeln!(content, "Labels: {}", labels_json);
+    let _ = writeln!(content, "State: {}", display_state);
     if let Some(ref author) = author_username {
-        content.push_str(&format!("Author: @{}\n", author));
+        let _ = writeln!(content, "Author: @{}", author);
     }
     if let (Some(src), Some(tgt)) = (&source_branch, &target_branch) {
-        content.push_str(&format!("Source: {} -> {}\n", src, tgt));
+        let _ = writeln!(content, "Source: {} -> {}", src, tgt);
     }
 
     if let Some(ref desc) = description {
@@ -464,11 +465,11 @@ pub fn extract_discussion_document(
         parent_type_prefix, display_title, path_with_namespace
     );
     if let Some(ref u) = url {
-        content.push_str(&format!("URL: {}\n", u));
+        let _ = writeln!(content, "URL: {}", u);
     }
-    content.push_str(&format!("Labels: {}\n", labels_json));
+    let _ = writeln!(content, "Labels: {}", labels_json);
     if !paths.is_empty() {
-        content.push_str(&format!("Files: {}\n", paths_json));
+        let _ = writeln!(content, "Files: {}", paths_json);
     }
 
     let note_contents: Vec<NoteContent> = notes
diff --git a/src/documents/regenerator.rs b/src/documents/regenerator.rs
index 48898a0..f43e15d 100644
--- a/src/documents/regenerator.rs
+++ b/src/documents/regenerator.rs
@@ -108,8 +108,9 @@ fn get_existing_hash(
     source_type: SourceType,
     source_id: i64,
 ) -> Result<Option<String>> {
-    let mut stmt = conn
-        .prepare("SELECT content_hash FROM documents WHERE source_type = ?1 AND source_id = ?2")?;
+    let mut stmt = conn.prepare_cached(
+        "SELECT content_hash FROM documents WHERE source_type = ?1 AND source_id = ?2",
+    )?;
 
     let hash: Option<String> = stmt
         .query_row(rusqlite::params![source_type.as_str(), source_id], |row| {
@@ -206,11 +207,25 @@ fn upsert_document_inner(conn: &Connection, doc: &DocumentData) -> Result<()> {
             "DELETE FROM document_labels WHERE document_id = ?1",
             [doc_id],
         )?;
-        for label in &doc.labels {
-            conn.execute(
-                "INSERT INTO document_labels (document_id, label_name) VALUES (?1, ?2)",
-                rusqlite::params![doc_id, label],
-            )?;
+        if !doc.labels.is_empty() {
+            let placeholders: String = doc
+                .labels
+                .iter()
+                .enumerate()
+                .map(|(i, _)| format!("(?1, ?{})", i + 2))
+                .collect::<Vec<_>>()
+                .join(", ");
+            let sql = format!(
+                "INSERT INTO document_labels (document_id, label_name) VALUES {}",
+                placeholders
+            );
+            let mut params: Vec<Box<dyn rusqlite::types::ToSql>> = vec![Box::new(doc_id)];
+            for label in &doc.labels {
+                params.push(Box::new(label.as_str()));
+            }
+            let param_refs: Vec<&dyn rusqlite::types::ToSql> =
+                params.iter().map(|p| p.as_ref()).collect();
+            conn.execute(&sql, param_refs.as_slice())?;
         }
     }
 
@@ -223,11 +238,25 @@ fn upsert_document_inner(conn: &Connection, doc: &DocumentData) -> Result<()> {
             "DELETE FROM document_paths WHERE document_id = ?1",
             [doc_id],
         )?;
-        for path in &doc.paths {
-            conn.execute(
-                "INSERT INTO document_paths (document_id, path) VALUES (?1, ?2)",
-                rusqlite::params![doc_id, path],
-            )?;
+        if !doc.paths.is_empty() {
+            let placeholders: String = doc
+                .paths
+                .iter()
+                .enumerate()
+                .map(|(i, _)| format!("(?1, ?{})", i + 2))
+                .collect::<Vec<_>>()
+                .join(", ");
+            let sql = format!(
+                "INSERT INTO document_paths (document_id, path) VALUES {}",
+                placeholders
+            );
+            let mut params: Vec<Box<dyn rusqlite::types::ToSql>> = vec![Box::new(doc_id)];
+            for path in &doc.paths {
+                params.push(Box::new(path.as_str()));
+            }
+            let param_refs: Vec<&dyn rusqlite::types::ToSql> =
+                params.iter().map(|p| p.as_ref()).collect();
+            conn.execute(&sql, param_refs.as_slice())?;
         }
     }