diff --git a/Cargo.lock b/Cargo.lock
index 40c439c..7831154 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -120,7 +120,7 @@ dependencies = [
 
 [[package]]
 name = "jsonpath_rust_bindings"
-version = "1.1.0"
+version = "1.1.1"
 dependencies = [
  "jsonpath-rust",
  "mimalloc",
diff --git a/Cargo.toml b/Cargo.toml
index 2173df1..4655a59 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "jsonpath_rust_bindings"
-version = "1.1.0"
+version = "1.1.1"
 edition = "2021"
 
 [lib]
diff --git a/README.md b/README.md
index 45addd2..35d1be4 100644
--- a/README.md
+++ b/README.md
@@ -70,7 +70,7 @@ queries = [
     '$..book[2:]',
     '$.store.book[?(@.price<10)]',
     '$..book[?(@.price<=$.expensive)]',
-    "$..book[?(@.author ~= '.*Rees')].price",
+    '$..book[?match(@.author, "(?i).*rees.*")].price',
     '$..*',
 ]
 
diff --git a/src/lib.rs b/src/lib.rs
index 6c63660..31b3eb1 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -61,43 +61,35 @@ impl Finder {
 
     // Execute JSONPath query, return list of results containing data and paths
     fn find(self_: PyRef<'_, Self>, query: String) -> PyResult<Vec<JsonPathResult>> {
-        find_internal_path_value(&self_.value, &query, |_| true)
+        find_path_value_internal(&self_.value, &query)
     }
 
     // Execute JSONPath query, return only found data values
     fn find_data(self_: PyRef<'_, Self>, query: String) -> PyResult<Vec<Py<PyAny>>> {
-        find_internal_data(&self_.value, &query, |_| true)
+        find_data_internal(&self_.value, &query)
     }
 
     // Execute JSONPath query, return only found absolute paths
     fn find_absolute_path(self_: PyRef<'_, Self>, query: String) -> PyResult<Vec<String>> {
-        find_internal_path(&self_.value, &query, |_| true)
+        find_paths_internal(&self_.value, &query)
     }
 }
 
 // Execute JSONPath query and return processed results
-fn execute_query<'a>(
-    value: &'a Value,
-    query: &str,
-    predicate: impl Fn(&QueryRef<Value>) -> bool,
-) -> PyResult<Vec<QueryRef<'a, Value>>> {
+fn execute_query<'a>(value: &'a Value, query: &str) -> PyResult<Vec<QueryRef<'a, Value>>> {
     let parsed_query = parse_query(query)?;
     let processed = js_path_process(&parsed_query, value)
         .map_err(|err| PyValueError::new_err(err.to_string()))?;
 
-    Ok(processed.into_iter().filter(predicate).collect())
+    Ok(processed.into_iter().collect())
 }
 
 // Execute query and return JsonPathResult list
-fn find_internal_path_value(
-    value: &Value,
-    query: &str,
-    predicate: impl Fn(&QueryRef<Value>) -> bool,
-) -> PyResult<Vec<JsonPathResult>> {
-    let filtered = execute_query(value, query, predicate)?;
+fn find_path_value_internal(value: &Value, query: &str) -> PyResult<Vec<JsonPathResult>> {
+    let result = execute_query(value, query)?;
 
     Python::attach(|py| {
-        filtered
+        result
             .into_iter()
             .map(|v| map_json_path_value(py, v))
             .collect()
@@ -105,29 +97,17 @@ fn find_internal_path_value(
 }
 
 // Execute query and return data value list
-fn find_internal_data(
-    value: &Value,
-    query: &str,
-    predicate: impl Fn(&QueryRef<Value>) -> bool,
-) -> PyResult<Vec<Py<PyAny>>> {
-    let filtered = execute_query(value, query, predicate)?;
-
-    Python::attach(|py| {
-        filtered
-            .into_iter()
-            .map(|v| map_json_value(py, v))
-            .collect()
-    })
+fn find_data_internal(value: &Value, query: &str) -> PyResult<Vec<Py<PyAny>>> {
+    let result = execute_query(value, query)?;
+    Python::attach(|py| result.into_iter().map(|v| map_json_value(py, v)).collect())
 }
 
 // Execute query and return path string list
-fn find_internal_path(
-    value: &Value,
-    query: &str,
-    predicate: impl Fn(&QueryRef<Value>) -> bool,
-) -> PyResult<Vec<String>> {
-    let filtered = execute_query(value, query, predicate)?;
-    filtered.into_iter().map(|v| map_json_path(v)).collect()
+fn find_paths_internal(value: &Value, query: &str) -> PyResult<Vec<String>> {
+    Ok(execute_query(value, query)?
+        .into_iter()
+        .map(|v| v.path())
+        .collect::<Vec<_>>())
 }
 
 // Map QueryRef<Value> to JsonPathResult
@@ -141,11 +121,6 @@ fn map_json_path_value(py: Python, jpv: QueryRef<Value>) -> PyResult<JsonPathRes
     })
 }
 
-// Extract path string from QueryRef<Value>
-fn map_json_path(jpv: QueryRef<Value>) -> PyResult<String> {
-    Ok(jpv.path())
-}
-
 // Convert value in QueryRef<Value> to Python object
 fn map_json_value(py: Python, jpv: QueryRef<Value>) -> PyResult<Py<PyAny>> {
     let val = jpv.val();
diff --git a/tests/test_bindings.py b/tests/test_bindings.py
index a91ac0b..f0b908a 100644
--- a/tests/test_bindings.py
+++ b/tests/test_bindings.py
@@ -64,137 +64,71 @@ def test_repr(sample_data):
     )
 
 
-def test_all_queries(sample_data):
-    queries = [
-        "$.store.book[*].author",
-        "$..book[?(@.isbn)]",
-        "$.store.*",
-        "$..author",
-        "$.store..price",
-        "$..book[2]",
-        "$..book[-2]",
-        "$..book[0,1]",
-        "$..book[:2]",
-        "$..book[1:2]",
-        "$..book[-2:]",
-        "$..book[2:]",
-        "$.store.book[?(@.price<10)]",
-        "$..book[?(@.price<=$.expensive)]",
-        # "$..book[?@.author ~= '(?i)REES']",
-        "$..*",
-    ]
-    queries_results = [
-        """[JsonPathResult(data='Nigel Rees', path="$['store']['book'][0]['author']"), 
-JsonPathResult(data='Evelyn Waugh', path="$['store']['book'][1]['author']"), 
-JsonPathResult(data='Herman Melville', path="$['store']['book'][2]['author']"), 
-JsonPathResult(data='J. R. R. Tolkien', path="$['store']['book'][3]['author']")]""",
-        """[JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]"), 
-JsonPathResult(data={'author': 'J. R. R. Tolkien', 'category': 'fiction', 'isbn': '0-395-19395-8', 'price': 22.99, 'title': 'The Lord of the Rings'}, 
-path="$['store']['book'][3]")]""",
-        """[JsonPathResult(data={'color': 'red', 'price': 19.95}, path="$['store']['bicycle']"), 
-JsonPathResult(data=[{'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-{'author': 'Evelyn Waugh', 'category': 'fiction', 'price': 12.99, 'title': 'Sword of Honour'}, 
-{'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-{'author': 'J. R. R. Tolkien', 'category': 'fiction', 'isbn': '0-395-19395-8', 'price': 22.99, 'title': 'The Lord of the Rings'}], 
-path="$['store']['book']")]""",
-        """[JsonPathResult(data='Nigel Rees', path="$['store']['book'][0]['author']"), 
-JsonPathResult(data='Evelyn Waugh', path="$['store']['book'][1]['author']"), 
-JsonPathResult(data='Herman Melville', path="$['store']['book'][2]['author']"), 
-JsonPathResult(data='J. R. R. Tolkien', path="$['store']['book'][3]['author']")]""",
-        """[JsonPathResult(data=19.95, path="$['store']['bicycle']['price']"), 
-JsonPathResult(data=8.95, path="$['store']['book'][0]['price']"), 
-JsonPathResult(data=12.99, path="$['store']['book'][1]['price']"), 
-JsonPathResult(data=8.99, path="$['store']['book'][2]['price']"), 
-JsonPathResult(data=22.99, path="$['store']['book'][3]['price']")]""",
-        """[JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]")]""",
-        """[JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]")]""",
-        """[JsonPathResult(data={'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-path="$['store']['book'][0]"), 
-JsonPathResult(data={'author': 'Evelyn Waugh', 'category': 'fiction', 'price': 12.99, 'title': 'Sword of Honour'}, path="$['store']['book'][1]")]""",
-        """[JsonPathResult(data={'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-path="$['store']['book'][0]"), 
-JsonPathResult(data={'author': 'Evelyn Waugh', 'category': 'fiction', 'price': 12.99, 'title': 'Sword of Honour'}, path="$['store']['book'][1]")]""",
-        """[JsonPathResult(data={'author': 'Evelyn Waugh', 'category': 'fiction', 'price': 12.99, 'title': 'Sword of Honour'}, 
-path="$['store']['book'][1]")]""",
-        """[JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]"), 
-JsonPathResult(data={'author': 'J. R. R. Tolkien', 'category': 'fiction', 'isbn': '0-395-19395-8', 'price': 22.99, 'title': 'The Lord of the Rings'}, 
-path="$['store']['book'][3]")]""",
-        """[JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]"), 
-JsonPathResult(data={'author': 'J. R. R. Tolkien', 'category': 'fiction', 'isbn': '0-395-19395-8', 'price': 22.99, 'title': 'The Lord of the Rings'}, 
-path="$['store']['book'][3]")]""",
-        """[JsonPathResult(data={'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-path="$['store']['book'][0]"), 
-JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]")]""",
-        """[JsonPathResult(data={'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-path="$['store']['book'][0]"), 
-JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]")]""",
-        """[JsonPathResult(data=10, path="$['expensive']"), 
-JsonPathResult(data={'bicycle': {'color': 'red', 'price': 19.95}, 
-'book': [{'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-{'author': 'Evelyn Waugh', 'category': 'fiction', 'price': 12.99, 'title': 'Sword of Honour'}, 
-{'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-{'author': 'J. R. R. Tolkien', 'category': 'fiction', 'isbn': '0-395-19395-8', 'price': 22.99, 'title': 'The Lord of the Rings'}]}, 
-path="$['store']"), 
-JsonPathResult(data={'color': 'red', 'price': 19.95}, path="$['store']['bicycle']"), 
-JsonPathResult(data=[{'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-{'author': 'Evelyn Waugh', 'category': 'fiction', 'price': 12.99, 'title': 'Sword of Honour'}, 
-{'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-{'author': 'J. R. R. Tolkien', 'category': 'fiction', 'isbn': '0-395-19395-8', 'price': 22.99, 'title': 'The Lord of the Rings'}], 
-path="$['store']['book']"), 
-JsonPathResult(data='red', path="$['store']['bicycle']['color']"), 
-JsonPathResult(data=19.95, path="$['store']['bicycle']['price']"), 
-JsonPathResult(data={'author': 'Nigel Rees', 'category': 'reference', 'price': 8.95, 'title': 'Sayings of the Century'}, 
-path="$['store']['book'][0]"), 
-JsonPathResult(data={'author': 'Evelyn Waugh', 'category': 'fiction', 'price': 12.99, 'title': 'Sword of Honour'}, path="$['store']['book'][1]"), 
-JsonPathResult(data={'author': 'Herman Melville', 'category': 'fiction', 'isbn': '0-553-21311-3', 'price': 8.99, 'title': 'Moby Dick'}, 
-path="$['store']['book'][2]"), 
-JsonPathResult(data={'author': 'J. R. R. Tolkien', 'category': 'fiction', 'isbn': '0-395-19395-8', 'price': 22.99, 'title': 'The Lord of the Rings'}, 
-path="$['store']['book'][3]"), 
-JsonPathResult(data='Nigel Rees', path="$['store']['book'][0]['author']"), 
-JsonPathResult(data='reference', path="$['store']['book'][0]['category']"), 
-JsonPathResult(data=8.95, path="$['store']['book'][0]['price']"), 
-JsonPathResult(data='Sayings of the Century', path="$['store']['book'][0]['title']"), 
-JsonPathResult(data='Evelyn Waugh', path="$['store']['book'][1]['author']"), 
-JsonPathResult(data='fiction', path="$['store']['book'][1]['category']"), 
-JsonPathResult(data=12.99, path="$['store']['book'][1]['price']"), 
-JsonPathResult(data='Sword of Honour', path="$['store']['book'][1]['title']"), 
-JsonPathResult(data='Herman Melville', path="$['store']['book'][2]['author']"), 
-JsonPathResult(data='fiction', path="$['store']['book'][2]['category']"), 
-JsonPathResult(data='0-553-21311-3', path="$['store']['book'][2]['isbn']"), 
-JsonPathResult(data=8.99, path="$['store']['book'][2]['price']"), 
-JsonPathResult(data='Moby Dick', path="$['store']['book'][2]['title']"), 
-JsonPathResult(data='J. R. R. Tolkien', path="$['store']['book'][3]['author']"), 
-JsonPathResult(data='fiction', path="$['store']['book'][3]['category']"), 
-JsonPathResult(data='0-395-19395-8', path="$['store']['book'][3]['isbn']"), 
-JsonPathResult(data=22.99, path="$['store']['book'][3]['price']"), 
-JsonPathResult(data='The Lord of the Rings', path="$['store']['book'][3]['title']")]""",
-    ]
-    f = Finder(sample_data)
-    res = []
-    res_data = []
-    res_absolute_path = []
-    for query, queries_result in zip(queries, queries_results):
-        temp_res = f.find(query)
-        res.extend(temp_res)
-        res_data.extend(f.find_data(query))
-        res_absolute_path.extend(f.find_absolute_path(query))
-        assert str(temp_res) == queries_result.replace("\n", "")
-        assert [r.data for r in res] == res_data
-        assert [r.path for r in res] == res_absolute_path
-        # print(query)
-        # print(f.find(query), '\n')
-        # print('----------')
-
-
 def test_overflow():
     big_number = 18446744005107584948
     f = Finder({"test": big_number})
     res = f.find('$.test')[0].data
     assert res == big_number
+
+
+QUERIES = [
+    "$.store.book[*].author",
+    "$..book[?(@.isbn)]",
+    "$.store.*",
+    "$..author",
+    "$.store..price",
+    "$..book[2]",
+    "$..book[-2]",
+    "$..book[0,1]",
+    "$..book[:2]",
+    "$..book[1:2]",
+    "$..book[-2:]",
+    "$..book[2:]",
+    "$.store.book[?(@.price<10)]",
+    "$..book[?(@.price<=$.expensive)]",
+    "$..*",
+    r'$..book[?match(@.author, "(?i).*rees.*")]',
+]
+
+@pytest.mark.parametrize("query", QUERIES, ids=QUERIES)
+def test_smoke(sample_data, query):
+    f = Finder(sample_data)
+
+    results = f.find(query)
+    assert isinstance(results, list)
+    assert all(isinstance(r, JsonPathResult) for r in results)
+
+    assert [r.data for r in results] == f.find_data(query)
+    assert [r.path for r in results] == f.find_absolute_path(query)
+
+
+def test_authors_data_and_paths(sample_data):
+    f = Finder(sample_data)
+    results = f.find("$.store.book[*].author")
+    data, paths = _extract(results)
+
+    assert data == [
+        "Nigel Rees",
+        "Evelyn Waugh",
+        "Herman Melville",
+        "J. R. R. Tolkien",
+    ]
+    assert paths == [
+        "$['store']['book'][0]['author']",
+        "$['store']['book'][1]['author']",
+        "$['store']['book'][2]['author']",
+        "$['store']['book'][3]['author']",
+    ]
+
+def test_bicycle_color_value_and_path(sample_data):
+    f = Finder(sample_data)
+    results = f.find("$.store.bicycle.color")
+    data, paths = _extract(results)
+
+    assert data == ["red"]
+    assert paths == ["$['store']['bicycle']['color']"]
+
+
+def _extract(results):
+    assert all(isinstance(r, JsonPathResult) for r in results)
+    return [r.data for r in results], [r.path for r in results]