diff --git a/2015/day19/solution.py b/2015/day19/solution.py
index f231cbb..60f0ddf 100644
--- a/2015/day19/solution.py
+++ b/2015/day19/solution.py
@@ -1,4 +1,3 @@
-
 def convert_to_dict(conversion_list: list[str]) -> dict:
     converted_dict: dict[str:set] = {}
     for conversion in conversion_list:
@@ -10,38 +9,62 @@ def convert_to_dict(conversion_list: list[str]) -> dict:
     return converted_dict
 
 
-def convert_one_molek_num_pos_versions(conversion_dict: dict[str:set], input_molek: str) -> int:
-    def convert_to_list() -> list[str]:
-        result = ''
-        for index, letter in enumerate(input_molek):
-            if letter.isupper() and index != 0:
-                result += ' '
-            result += letter
-        return result.split()
+def convert_to_list(im) -> list[str]:
+    result = ''
+    for index, letter in enumerate(im):
+        if letter.isupper() and index != 0:
+            result += ' '
+        result += letter
+    return result.split()
 
+
+def run_all_possible_conversions(conversion_table: dict, input_molek: list) -> set[str]:
     combinations: set = set()
-    converted_list = convert_to_list()
-    for index, molek in enumerate(converted_list):
-        if molek not in conversion_dict:
+    for index, molek in enumerate(input_molek):
+        if molek not in conversion_table:
             continue
-        for product in conversion_dict[molek]:
-            inserted_molek = converted_list.copy()
+        for product in conversion_table[molek]:
+            inserted_molek = input_molek.copy()
             inserted_molek[index] = product
             combinations.add("".join(inserted_molek))
+    return combinations
 
-    return len(combinations)
+
+def convert_one_molek_num_pos_versions(conversion_dict: dict[str:set], input_molek: str) -> int:
+    converted_list = convert_to_list(input_molek)
+    return len(run_all_possible_conversions(conversion_dict, converted_list))
+
+
+def steps_to_medicine(conversion_dict: dict[str:set], product, debug_print=False, s_molek="e") -> int:
+    results, iterations = set(s_molek), 0
+    while product not in results:
+        iterations += 1
+        new_results = set()
+        for result in results:
+            [new_results.add(i) for i in run_all_possible_conversions(conversion_dict, convert_to_list(result))]
+        results = new_results
+        if debug_print:
+            output_file.write(str(iterations) + " : \n")
+            output_file.writelines(str(results))
+            output_file.write("\n")
+
+    return iterations
 
 
 if __name__ == '__main__':
-    test_input, test_molek = ["H => HO", "H => OH", "O => HH"], "HOH"
+    test_input, test_molek = ["H => HO", "H => OH", "O => HH", "e => O", "e => H"], "HOH"
     assert convert_one_molek_num_pos_versions(convert_to_dict(test_input), test_molek) == 4
+
+    assert steps_to_medicine(convert_to_dict(test_input), test_molek) == 3
+    assert steps_to_medicine(convert_to_dict(test_input), "HOHOHO") == 6
     print("All test passed")
 
     puzzle_input = open("input.txt", "r").read().splitlines()
+    output_file = open("output.txt", "w")
     starting_molek = puzzle_input.pop()
     puzzle_input.pop()
     converted_dict = convert_to_dict(puzzle_input)
     print("solution: ", convert_one_molek_num_pos_versions(converted_dict, starting_molek))
 
     print("Part2: ")
-    print("solution: ", )
+    print("solution: ", steps_to_medicine(converted_dict, starting_molek, debug_print=True))