diff --git a/pyproject.toml b/pyproject.toml
index 43cd14d..c634fc9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,6 +6,16 @@ authors = ["Daoud Clarke <daoud.clarke@gmail.com>"]
 
 [tool.poetry.dependencies]
 python = "^3.9"
+pandas = "^1.3.4"
+zstandard = "^0.16.0"
+mmh3 = "^3.0.0"
+fastapi = "^0.70.1"
+uvicorn = "^0.16.0"
+
+# [tool.poetry.dependencies.en_core_web_sm]
+# url= "https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.2.0/en_core_web_sm-3.2.0-py3-none-any.whl"
+
+[tool.poetry.dev-dependencies]
 # botocore = "^1.23.20"
 # boto3 = "^1.20.20"
 # ujson = "^4.3.0"
@@ -14,20 +24,10 @@ python = "^3.9"
 # beautifulsoup4 = "^4.10.0"
 # lxml = "^4.6.4"
 # jusText = "^3.0.0"
-pandas = "^1.3.4"
 # pyspark = "^3.2.0"
 # langdetect = "^1.0.9"
-zstandard = "^0.16.0"
 # spacy = "^3.2.1"
-mmh3 = "^3.0.0"
-fastapi = "^0.70.1"
 # Levenshtein = "^0.16.0"
-uvicorn = "^0.16.0"
-
-# [tool.poetry.dependencies.en_core_web_sm]
-# url= "https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.2.0/en_core_web_sm-3.2.0-py3-none-any.whl"
-
-[tool.poetry.dev-dependencies]
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 679f600..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,24 +0,0 @@
-[metadata]
-name = tiny-search-engine-daoudc
-version = 0.0.1
-author = Daoud Clarke
-author_email = daoud.clarke@gmail.com
-description = Tiny Search Engine
-long_description = file: README.md
-long_description_content_type = text/markdown
-# url = https://github.com/pypa/sampleproject
-# project_urls =
-#     Bug Tracker = https://github.com/pypa/sampleproject/issues
-# classifiers =
-#     Programming Language :: Python :: 3
-#     License :: OSI Approved :: MIT License
-#     Operating System :: OS Independent
-
-[options]
-package_dir =
-    = src
-packages = find:
-python_requires = >=3.9
-
-[options.packages.find]
-where = src
diff --git a/tinysearchengine/create_app.py b/tinysearchengine/create_app.py
index be8dd53..19c4a3b 100644
--- a/tinysearchengine/create_app.py
+++ b/tinysearchengine/create_app.py
@@ -63,16 +63,13 @@ def create(tiny_index: TinyIndex):
                 last_match_char = match.span()[1]
                 seen_matches.add(value)
 
-        # num_words = len(re.findall(r'\b\w+\b', result_string))
         total_possible_match_length = sum(len(x) for x in terms)
         score = (match_length + 1./last_match_char) / (total_possible_match_length + 1)
-        # print("Score result", match_length, last_match_char, score, result.title)
         return score
 
     def order_results(terms: list[str], results: list[Document]):
         results_and_scores = [(score_result(terms, result), result) for result in results]
         ordered_results = sorted(results_and_scores, key=itemgetter(0), reverse=True)
-        # print("Ordered results", ordered_results)
         filtered_results = [result for score, result in ordered_results if score > SCORE_THRESHOLD]
         return filtered_results
 
@@ -82,21 +79,15 @@ def create(tiny_index: TinyIndex):
         results = [item.title.replace("\n", "") + ' — ' +
                    item.url.replace("\n", "") for item in ordered_results]
         if len(results) == 0:
-            # print("No results")
             return []
-        # print("Results", results)
         return [q, results]
 
-    # TODO: why does 'leek and potato soup' result not get returned for 'potato soup' query?
     def get_results(q):
         terms = [x.lower() for x in q.replace('.', ' ').split()]
-        # completed = complete_term(terms[-1])
-        # terms = terms[:-1] + [completed]
         pages = []
         seen_items = set()
         for term in terms:
             items = tiny_index.retrieve(term)
-            print("Items", items)
             if items is not None:
                 for item in items:
                     if term in item.title.lower() or term in item.extract.lower():