diff --git a/src/main/java/io/anserini/search/topicreader/Topics.java b/src/main/java/io/anserini/search/topicreader/Topics.java
index 313084f67a..b7e76f983a 100755
--- a/src/main/java/io/anserini/search/topicreader/Topics.java
+++ b/src/main/java/io/anserini/search/topicreader/Topics.java
@@ -80,20 +80,26 @@ public enum Topics {
   TREC2021_DL_UNICOIL_NOEXP(TsvIntTopicReader.class,"topics.dl21.unicoil-noexp.0shot.tsv.gz"),
   TREC2021_DL_SPLADE_PP_ED(TsvIntTopicReader.class,"topics.dl21.splade-pp-ed.tsv.gz"),
   TREC2021_DL_SPLADE_PP_SD(TsvIntTopicReader.class,"topics.dl21.splade-pp-sd.tsv.gz"),
+  TREC2021_DL_SNOWFLAKE_ARCTIC_EMBED_L(JsonIntVectorTopicReader.class, "topics.dl21.snowflake-arctic-embed-l.jsonl.gz"),
   TREC2022_DL(TsvIntTopicReader.class,"topics.dl22.txt"),
   TREC2022_DL_UNICOIL(TsvIntTopicReader.class,"topics.dl22.unicoil.0shot.tsv.gz"),
   TREC2022_DL_UNICOIL_NOEXP(TsvIntTopicReader.class,"topics.dl22.unicoil-noexp.0shot.tsv.gz"),
   TREC2022_DL_SPLADE_PP_ED(TsvIntTopicReader.class,"topics.dl22.splade-pp-ed.tsv.gz"),
   TREC2022_DL_SPLADE_PP_SD(TsvIntTopicReader.class,"topics.dl22.splade-pp-sd.tsv.gz"),
+  TREC2022_DL_SNOWFLAKE_ARCTIC_EMBED_L(JsonIntVectorTopicReader.class, "topics.dl22.snowflake-arctic-embed-l.jsonl.gz"),
   TREC2023_DL(TsvIntTopicReader.class, "topics.dl23.txt"),
   TREC2023_DL_UNICOIL(TsvIntTopicReader.class,"topics.dl23.unicoil.0shot.tsv.gz"),
   TREC2023_DL_UNICOIL_NOEXP(TsvIntTopicReader.class,"topics.dl23.unicoil-noexp.0shot.tsv.gz"),
   TREC2023_DL_SPLADE_PP_ED(TsvIntTopicReader.class,"topics.dl23.splade-pp-ed.tsv.gz"),
   TREC2023_DL_SPLADE_PP_SD(TsvIntTopicReader.class,"topics.dl23.splade-pp-sd.tsv.gz"),
+  TREC2023_DL_SNOWFLAKE_ARCTIC_EMBED_L(JsonIntVectorTopicReader.class, "topics.dl23.snowflake-arctic-embed-l.jsonl.gz"),
 
   TREC2024_RAG_RAGGY_DEV(TsvIntTopicReader.class, "topics.rag24.raggy-dev.txt"),
+  TREC2024_RAG_RAGGY_DEV_SNOWFLAKE_ARCTIC_EMBED_L(JsonIntVectorTopicReader.class, "topics.rag24.raggy-dev.snowflake-arctic-embed-l.jsonl.gz"),
   TREC2024_RAG_RESEARCHY_DEV(TsvIntTopicReader.class, "topics.rag24.researchy-dev.txt"),
+  TREC2024_RAG_RESEARCHY_DEV_SNOWFLAKE_ARCTIC_EMBED_L(JsonIntVectorTopicReader.class, "topics.rag24.researchy-dev.snowflake-arctic-embed-l.jsonl.gz"),
   TREC2024_RAG_TEST(TsvStringTopicReader.class, "topics.rag24.test.txt"),
+  TREC2024_RAG_TEST_SNOWFLAKE_ARCTIC_EMBED_L(JsonStringVectorTopicReader.class, "topics.rag24.test.snowflake-arctic-embed-l.jsonl.gz"),
 
   // MS MARCO V1 topics
   MSMARCO_DOC_DEV(TsvIntTopicReader.class,"topics.msmarco-doc.dev.txt"),
@@ -120,9 +126,11 @@ public enum Topics {
   MSMARCO_V2_DOC_DEV(TsvIntTopicReader.class,"topics.msmarco-v2-doc.dev.txt"),
   MSMARCO_V2_DOC_DEV_UNICOIL(TsvIntTopicReader.class,"topics.msmarco-v2-doc.dev.unicoil.0shot.tsv.gz"),
   MSMARCO_V2_DOC_DEV_UNICOIL_NOEXP(TsvIntTopicReader.class,"topics.msmarco-v2-doc.dev.unicoil-noexp.0shot.tsv.gz"),
+  MSMARCO_V2_DOC_DEV_SNOWFLAKE_ARCTIC_EMBED_L(JsonIntVectorTopicReader.class, "topics.msmarco-v2-doc.dev.snowflake-arctic-embed-l.jsonl.gz"),
   MSMARCO_V2_DOC_DEV2(TsvIntTopicReader.class,"topics.msmarco-v2-doc.dev2.txt"),
   MSMARCO_V2_DOC_DEV2_UNICOIL(TsvIntTopicReader.class,"topics.msmarco-v2-doc.dev2.unicoil.0shot.tsv.gz"),
   MSMARCO_V2_DOC_DEV2_UNICOIL_NOEXP(TsvIntTopicReader.class,"topics.msmarco-v2-doc.dev2.unicoil-noexp.0shot.tsv.gz"),
+  MSMARCO_V2_DOC_DEV2_SNOWFLAKE_ARCTIC_EMBED_L(JsonIntVectorTopicReader.class, "topics.msmarco-v2-doc.dev2.snowflake-arctic-embed-l.jsonl.gz"),
   MSMARCO_V2_PASSAGE_DEV(TsvIntTopicReader.class, "topics.msmarco-v2-passage.dev.txt"),
   MSMARCO_V2_PASSAGE_DEV_UNICOIL(TsvIntTopicReader.class, "topics.msmarco-v2-passage.dev.unicoil.0shot.tsv.gz"),
   MSMARCO_V2_PASSAGE_DEV_UNICOIL_NOEXP(TsvIntTopicReader.class, "topics.msmarco-v2-passage.dev.unicoil-noexp.0shot.tsv.gz"),
diff --git a/src/test/java/io/anserini/search/topicreader/TopicReaderTest.java b/src/test/java/io/anserini/search/topicreader/TopicReaderTest.java
index 87891f9560..e9fd1f5582 100755
--- a/src/test/java/io/anserini/search/topicreader/TopicReaderTest.java
+++ b/src/test/java/io/anserini/search/topicreader/TopicReaderTest.java
@@ -38,7 +38,7 @@ public void testIterateThroughAllEnums() {
       String path = topic.path;
       assertEquals(topic.readerClass, TopicReader.getTopicReaderClassByFile(path));
     }
-    assertEquals(477, cnt);
+    assertEquals(485, cnt);
   }
 
   @Test
@@ -887,6 +887,14 @@ public void testTREC21DL() throws IOException {
     assertEquals(26369, topics.get(topics.firstKey()).get("title").split(" ").length);
     assertEquals(1136769, (int) topics.lastKey());
     assertEquals(27149, topics.get(topics.lastKey()).get("title").split(" ").length);
+
+    topics = TopicReader.getTopics(Topics.TREC2021_DL_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(477, topics.size());
+    assertEquals(2082, (int) topics.firstKey());
+    assertEquals("[-0.0054801227524876595", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals(1136769, (int) topics.lastKey());
+    assertEquals("[0.0038787610828876495", topics.get(topics.lastKey()).get("vector").split(",")[0]);
   }
 
   @Test
@@ -933,6 +941,14 @@ public void testTREC22DL() throws IOException {
     assertEquals(31052, topics.get(topics.firstKey()).get("title").split(" ").length);
     assertEquals(2056473, (int) topics.lastKey());
     assertEquals(33891, topics.get(topics.lastKey()).get("title").split(" ").length);
+
+    topics = TopicReader.getTopics(Topics.TREC2022_DL_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(500, topics.size());
+    assertEquals(588, (int) topics.firstKey());
+    assertEquals("[0.020797204226255417", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals(2056473, (int) topics.lastKey());
+    assertEquals("[0.005524440202862024", topics.get(topics.lastKey()).get("vector").split(",")[0]);
   }
 
   @Test
@@ -979,6 +995,14 @@ public void testTREC23DL() throws IOException {
     assertEquals(163500, topics.get(topics.firstKey()).get("title").split(" ").length);
     assertEquals(3100949, (int) topics.lastKey());
     assertEquals(181700, topics.get(topics.lastKey()).get("title").split(" ").length);
+
+    topics = TopicReader.getTopics(Topics.TREC2023_DL_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(700, topics.size());
+    assertEquals(2000138, (int) topics.firstKey());
+    assertEquals("[0.001558756805025041", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals(3100949, (int) topics.lastKey());
+    assertEquals("[0.014963677152991295", topics.get(topics.lastKey()).get("vector").split(",")[0]);
   }
 
   @Test
@@ -993,6 +1017,14 @@ public void testTREC24_RAG_RAGGY_DEV() throws IOException {
     assertEquals(3100918, (int) topics.lastKey());
     assertEquals("Can older adults gain strength by training once per week?", topics.get(topics.lastKey()).get("title"));
     assertEquals("Can older adults gain strength by training once per week?", topics.get(3100918).get("title"));
+
+    topics = TopicReader.getTopics(Topics.TREC2024_RAG_RAGGY_DEV_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(120, topics.size());
+    assertEquals(23287, (int) topics.firstKey());
+    assertEquals("[0.008992074057459831", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals(3100918, (int) topics.lastKey());
+    assertEquals("[0.010409535840153694", topics.get(topics.lastKey()).get("vector").split(",")[0]);
   }
 
   @Test
@@ -1007,6 +1039,14 @@ public void testTREC24_RAG_RESEARCHY_DEV() throws IOException {
     assertEquals(1009569, (int) topics.lastKey());
     assertEquals("how do video games improve problem solving", topics.get(topics.lastKey()).get("title"));
     assertEquals("how do video games improve problem solving", topics.get(1009569).get("title"));
+
+    topics = TopicReader.getTopics(Topics.TREC2024_RAG_RESEARCHY_DEV_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(600, topics.size());
+    assertEquals(429, (int) topics.firstKey());
+    assertEquals("[0.03783365339040756", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals(1009569, (int) topics.lastKey());
+    assertEquals("[0.029290692880749702", topics.get(topics.lastKey()).get("vector").split(",")[0]);
   }
 
   @Test
@@ -1021,6 +1061,14 @@ public void testTREC24_RAG_TEST() throws IOException {
     assertEquals("2024-96485", topics.lastKey());
     assertEquals("how would advance electronics course impact students", topics.get(topics.lastKey()).get("title"));
     assertEquals("how the solar eclipse can affect mental health", topics.get("2024-79154").get("title"));
+
+    topics = TopicReader.getTopics(Topics.TREC2024_RAG_TEST_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(301, topics.size());
+    assertEquals("2024-105741", topics.firstKey());
+    assertEquals("[-0.009175633080303669", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals("2024-96485", topics.lastKey());
+    assertEquals("[0.017953362315893173", topics.get(topics.lastKey()).get("vector").split(",")[0]);
   }
 
   @Test
@@ -1201,6 +1249,14 @@ public void testMSMARCO_V2() throws IOException {
     assertEquals(1102390, (int) topics.lastKey());
     assertEquals(533, topics.get(topics.lastKey()).get("title").split(" ").length);
 
+    topics = TopicReader.getTopics(Topics.MSMARCO_V2_DOC_DEV_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(4552, topics.size());
+    assertEquals(2, (int) topics.firstKey());
+    assertEquals("[0.02950862981379032", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals(1102390, (int) topics.lastKey());
+    assertEquals("[-0.04409797489643097", topics.get(topics.lastKey()).get("vector").split(",")[0]);
+
     topics = TopicReader.getTopics(Topics.MSMARCO_V2_DOC_DEV2);
     assertNotNull(topics);
     assertEquals(5000, topics.size());
@@ -1225,6 +1281,14 @@ public void testMSMARCO_V2() throws IOException {
     assertEquals(1102413, (int) topics.lastKey());
     assertEquals(537, topics.get(topics.lastKey()).get("title").split(" ").length);
 
+    topics = TopicReader.getTopics(Topics.MSMARCO_V2_DOC_DEV2_SNOWFLAKE_ARCTIC_EMBED_L);
+    assertNotNull(topics);
+    assertEquals(5000, topics.size());
+    assertEquals(361, (int) topics.firstKey());
+    assertEquals("[0.002593959914520383", topics.get(topics.firstKey()).get("vector").split(",")[0]);
+    assertEquals(1102413, (int) topics.lastKey());
+    assertEquals("[0.006848456338047981", topics.get(topics.lastKey()).get("vector").split(",")[0]);
+
     topics = TopicReader.getTopics(Topics.MSMARCO_V2_PASSAGE_DEV);
     assertNotNull(topics);
     assertEquals(3903, topics.size());
diff --git a/tools b/tools
index 1c463184d5..cccef4bcee 160000
--- a/tools
+++ b/tools
@@ -1 +1 @@
-Subproject commit 1c463184d53d3735c3f0bcee2c3e9509be83973d
+Subproject commit cccef4bcee46a45ef9ff8b484c746c8b8002a585