diff --git a/fastapi_projects/__init__.py b/fastapi_projects/__init__.py
new file mode 100644
index 0000000..e69de29
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diff --git a/fastapi_projects/__pycache__/find.cpython-38.pyc b/fastapi_projects/__pycache__/find.cpython-38.pyc
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diff --git a/fastapi_projects/__pycache__/logger.cpython-38.pyc b/fastapi_projects/__pycache__/logger.cpython-38.pyc
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diff --git a/fastapi_projects/__pycache__/packages.cpython-38.pyc b/fastapi_projects/__pycache__/packages.cpython-38.pyc
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diff --git a/fastapi_projects/clone.py b/fastapi_projects/clone.py
new file mode 100644
index 0000000..7d1f613
--- /dev/null
+++ b/fastapi_projects/clone.py
@@ -0,0 +1,10 @@
+from tempfile import TemporaryDirectory
+
+from git.repo.base import Repo
+from github.Repository import Repository
+
+
+def clone_repository(repository: Repository) -> TemporaryDirectory:
+    dir = TemporaryDirectory()
+    Repo.clone_from(repository.clone_url, dir.name)
+    return dir
diff --git a/fastapi_projects/database.py b/fastapi_projects/database.py
new file mode 100644
index 0000000..a13a8fc
--- /dev/null
+++ b/fastapi_projects/database.py
@@ -0,0 +1,16 @@
+from sqlalchemy import create_engine
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import sessionmaker
+
+engine = create_engine("sqlite://database.db")
+SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
+Base = declarative_base()
+
+
+class SessionManager:
+    def __enter__(self):
+        self.session = SessionLocal()
+        return self.session
+
+    def __exit__(self, *exc_data):
+        self.session.close()
diff --git a/fastapi_projects/files.py b/fastapi_projects/files.py
new file mode 100644
index 0000000..3a8f1e1
--- /dev/null
+++ b/fastapi_projects/files.py
@@ -0,0 +1,10 @@
+import os
+from tempfile import TemporaryDirectory
+from typing import Generator, TextIO
+
+
+def get_python_files(dir: TemporaryDirectory) -> Generator[TextIO, None, None]:
+    for dirpath, _, filenames in os.walk(dir.name):
+        for filename in filenames:
+            if filename.endswith(".py"):
+                yield open(os.sep.join([dirpath, filename]), "r")
diff --git a/fastapi_projects/find.py b/fastapi_projects/find.py
new file mode 100644
index 0000000..77f0080
--- /dev/null
+++ b/fastapi_projects/find.py
@@ -0,0 +1,50 @@
+import calendar
+import os
+import time
+from typing import Generator
+
+from github import Github, RateLimitExceededException
+from github.Repository import Repository
+
+from fastapi_projects.logger import logger
+
+access_token = os.getenv("ACCESS_TOKEN_GITHUB")
+g = Github(access_token)
+
+MAX_FILE_SIZE = 384_000
+
+
+def find_repositories(interval: int = 60) -> Generator[Repository, None, None]:
+    min_value = 0
+
+    while min_value < MAX_FILE_SIZE:
+        size = f"{min_value}..{min_value + interval - 1}"
+        snippets = g.search_code("fastapi", language="Python", size=size)
+        count = 0
+
+        snippets = iter(snippets)
+        while True:
+            try:
+                snippet = next(snippets)
+                logger.info(snippet.repository.full_name)
+                logger.info(snippet.repository.clone_url)
+                yield snippet.repository
+                count += 1
+            except StopIteration:
+                break
+            except RateLimitExceededException:
+                rate_limit = g.get_rate_limit()
+                search_rate_limit = rate_limit.search
+                core_rate_limit = rate_limit.core
+                if search_rate_limit.remaining == 0:
+                    logger.debug(f"search remaining: {search_rate_limit.remaining}")
+                    reset_time = calendar.timegm(search_rate_limit.reset.timetuple())
+                else:
+                    logger.debug(f"core remaining: {core_rate_limit.remaining}")
+                    reset_time = calendar.timegm(core_rate_limit.reset.timetuple())
+                # add 10 seconds to be sure the rate limit has been reset
+                sleep_time = reset_time - calendar.timegm(time.gmtime()) + 10
+                time.sleep(sleep_time)
+        min_value += interval
+
+        logger.info("Found '%d' snippets.", count)
diff --git a/fastapi_projects/flow.py b/fastapi_projects/flow.py
new file mode 100644
index 0000000..aa6b4aa
--- /dev/null
+++ b/fastapi_projects/flow.py
@@ -0,0 +1,13 @@
+from fastapi_projects.clone import clone_repository
+from fastapi_projects.files import get_python_files
+from fastapi_projects.find import find_repositories
+from fastapi_projects.packages import get_packages
+
+if __name__ == "__main__":
+    for repository in find_repositories():
+        dir = clone_repository(repository)
+        for file in get_python_files(dir):
+            for package in get_packages(file):
+                print(package)
+            file.close()
+        dir.cleanup()
diff --git a/fastapi_projects/logger.py b/fastapi_projects/logger.py
new file mode 100644
index 0000000..9c5d92e
--- /dev/null
+++ b/fastapi_projects/logger.py
@@ -0,0 +1,3 @@
+import logging
+
+logger = logging.getLogger("fastapi-projects")
diff --git a/fastapi_projects/packages.py b/fastapi_projects/packages.py
new file mode 100644
index 0000000..ec89958
--- /dev/null
+++ b/fastapi_projects/packages.py
@@ -0,0 +1,8 @@
+from typing import TextIO
+
+
+def get_packages(file: TextIO):
+    for line in file.readlines():
+        clean_line = line.strip()
+        if clean_line.startswith(("from", "import")):
+            yield clean_line.replace(".", " ").split()[1]
diff --git a/generate_table.py b/generate_table.py
index 42aff73..049d38f 100644
--- a/generate_table.py
+++ b/generate_table.py
@@ -1,5 +1,6 @@
-from typing import List
 import json
+from typing import List
+
 from pytablewriter import MarkdownTableWriter
 from stdlib_list import stdlib_list
 
@@ -24,6 +25,7 @@ def format_with_link(project: str) -> str:
         if project in link:
             return f"[{project}]({link})"
 
+
 with open("results.json") as json_file:
     data = json.load(json_file)
     writer = MarkdownTableWriter()
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..f41588b
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,8 @@
+package = []
+
+[metadata]
+lock-version = "1.1"
+python-versions = "^3.8"
+content-hash = "fafb334cb038533f851c23d0b63254223abf72ce4f02987e7064b0c95566699a"
+
+[metadata.files]
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..dcdc637
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,15 @@
+[tool.poetry]
+name = "fastapi-projects"
+version = "0.1.0"
+description = ""
+authors = ["Marcelo Trylesinski <marcelotryle@gmail.com>"]
+license = "MIT"
+
+[tool.poetry.dependencies]
+python = "^3.8"
+
+[tool.poetry.dev-dependencies]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"