diff --git a/owilix/plugins/ngram/__init__.py b/owilix/plugins/ngram/__init__.py
index 5ceab29..ccfb93a 100644
--- a/owilix/plugins/ngram/__init__.py
+++ b/owilix/plugins/ngram/__init__.py
@@ -4,6 +4,7 @@ Plugin module for creating n-gram filters, n-gram analysis and n-gram querying.
 Usage:
 
 owilix plugin owilix.plugins.ngram.BloomNGrams create (all:latest/collectionName=main) (**/language=eng/metadata_*.parquet) tokenizer=mistralai/Mixtral-8x7B-v0.1
+owilix plugin owilix.plugins.ngram.BloomNGrams query (all:latest/collectionName=main) ./owilix/plugins/ngram/query-test.jsonl (**/language=eng/*.bloom)
 
 The bloom filter takes a sub-word tokenizer and creates character tokenizer n-grams, stored in a bloom filter (rbloom).
 The bloom filter is constructed for a group of files.
@@ -22,11 +23,12 @@ Examples using the mixtral tokenizer:
 | 785858            | 9585058384          | 0.001242                        | 2772.066            | 1142.628            | 632796133.446           | 2.4260            |
 | 1291984           | 9585058384          | 0.001375                        | 4564.114            | 1142.628            | 940008906.542           | 3.9944            |
 | 2342451           | 47925291888         | 0.001562                        | 8282.486            | 5713.140            | 1499167985.877          | 1.4497            |
+| 9085789           | 47925291888         | 0.00019                         |  32163,812          | 5713.140            | 4572710230.4186          | 5.629           |
 
 
 ## Efficiency:
 
-
+- currently around 305 rows/second on a powerful desktop machine
 
 """
 
diff --git a/owilix/plugins/ngram/bloom_ngram.py b/owilix/plugins/ngram/bloom_ngram.py
index 8f309de..33ff889 100644
--- a/owilix/plugins/ngram/bloom_ngram.py
+++ b/owilix/plugins/ngram/bloom_ngram.py
@@ -22,6 +22,9 @@ transformers_logging.set_verbosity_error()
 
 from owilix.cmd.base import BaseCommand, SubCommand, currentItemProgress
 
+def _hash(s: str) -> int:
+    # Use xxhash's XXH3_64bits to hash the string and return a 64-bit integer
+    return xxhash.xxh3_64(s).intdigest()
 
 class BloomNGrams(BaseCommand):
 
@@ -181,9 +184,7 @@ class NGramCreator:
             None
         """
         # Lets count in hll.
-        def _hash(s: str) -> int:
-            # Use xxhash's XXH3_64bits to hash the string and return a 64-bit integer
-            return xxhash.xxh3_64(s).intdigest()
+
 
         bloom_filter = Bloom(self.bloom_filter_size, self.bloom_error_rate, _hash)
         total_record_count = 0
@@ -383,7 +384,7 @@ class BloomFilterProcessor:
         """
         results = {}
         for ngram in ngrams:
-            results[ngram] = bloom_filter.check(ngram)
+            results[ngram] = ngram in bloom_filter
         return results
 
     def summarize_results(self, text, ngrams, bloom_results):
@@ -429,7 +430,7 @@ class BloomFilterProcessor:
             ngram_max = summary_data['ngram_max']
 
             # Load Bloom filter
-            bloom_filter = Bloom.load(bloom_file)
+            bloom_filter = Bloom.load(bloom_file,_hash )
 
             for item in self.data:
                 text_id = item['id']
diff --git a/owilix/plugins/ngram/query-test.jsonl b/owilix/plugins/ngram/query-test.jsonl
new file mode 100644
index 0000000..ca85c35
--- /dev/null
+++ b/owilix/plugins/ngram/query-test.jsonl
@@ -0,0 +1,2 @@
+{"id": 1, "text": "This website contains cookies. Cookies are healthy"}
+{"id": 2, "text": "We also have privacy policies. Navigate through the menu items."}
\ No newline at end of file