diff --git a/.github/workflows/ruff.yml b/.github/workflows/ruff.yml
new file mode 100644
index 0000000..68e7e06
--- /dev/null
+++ b/.github/workflows/ruff.yml
@@ -0,0 +1,23 @@
+name: ruff check
+
+on:
+  push:
+  pull_request:
+
+jobs:
+  ruff_check:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v6
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.12"
+
+      - run: python -m venv .venv && source .venv/bin/activate
+      - run: python -m pip install --group dev
+
+      - name: Run ruff check
+        run: |
+          source .venv/bin/activate
+          ruff check --output-format=github .
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 13f38fc..4278fba 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,8 +1,9 @@
-env
 __pycache__
+env
 .env
+.venv
 build
-aghpb_api.egg-info
+*.egg-info
 .vscode
 git_repo
 .ruff_cache
diff --git a/Dockerfile b/Dockerfile
index 552aee4..c0d1dec 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,22 +1,25 @@
-FROM python:3.12.10-slim-bookworm
+FROM python:3.12.13-slim-bookworm
 
-USER root
+COPY --from=ghcr.io/astral-sh/uv:0.11.2 /uv /uvx /bin/
 
+USER root
 WORKDIR /app
 
-COPY /api ./api
+COPY /app ./app
 COPY pyproject.toml .
-COPY Makefile .
 
-RUN apt-get update && apt-get install -y git make
+RUN apt-get update && apt-get install -y git
 
 RUN mkdir assets
-RUN make pull-repo
+RUN git clone https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books ./assets/git_repo
 RUN cd ./assets/git_repo && git config features.manyFiles 1
 
-RUN pip install .
+ENV UV_NO_DEV=1
+
+COPY uv.lock .
+RUN uv sync --locked
 
 EXPOSE 8000
 ENV LISTEN_PORT=8000
 
-CMD ["fastapi", "run", "api/main.py"]
\ No newline at end of file
+CMD ["uv", "run", "uvicorn", "app.main:app", "--host=0.0.0.0", "--proxy-headers"]
\ No newline at end of file
diff --git a/Makefile b/Makefile
index 6789d95..02bb3b0 100644
--- a/Makefile
+++ b/Makefile
@@ -3,21 +3,6 @@
 build:
 	echo "Nothing to build here."
 
-test:
-	ruff check .
-
-pull-repo:
-	git clone https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books ./assets/git_repo
-
-update-repo:
-	cd ./assets/git_repo && git pull
-
 bench-test:
 	python scripts/bench_book_load.py
-	snakeviz results.prof
-
-docker-build:
-	python scripts/docker_build.py
-
-docker-compose:
-	docker compose up
\ No newline at end of file
+	snakeviz results.prof
\ No newline at end of file
diff --git a/README.md b/README.md
index 962baa2..fd58fe1 100644
--- a/README.md
+++ b/README.md
@@ -35,8 +35,6 @@ These are the languages I've written so far:
 - **🦀 Rust - [``aghpb.rs``](https://github.com/THEGOLDENPRO/aghpb.rs)** (async)
 - **🟦 TypeScript - [``aghpb.ts``](https://github.com/THEGOLDENPRO/aghpb.ts)** (async)
 - **⚫ C - [``aghpb.c``](https://github.com/THEGOLDENPRO/aghpb.c)** ~~(might blow up)~~
-- **🔥 Mojo - ``Soon™``**
-- **🔵 Go - ``Soon™``**
 - **🌕 Lua - [``aghpb.lua``](https://github.com/THEGOLDENPRO/aghpb.lua)**
 
 Then here are some community-made api wrappers **( thanks 💛 )**:
@@ -69,7 +67,7 @@ To build your own docker image it is necessary you follow the [native method's](
 
 Once that is done run the command below:
 ```sh
-make docker-build
+python scripts/docker_build.py
 ```
 > ``docker images`` should display the "devgoldy/aghpb_api" image.
 
@@ -79,8 +77,7 @@ Now you may jump to **step 2** of the [docker method](#-docker-method-recommende
 
 #### Prerequisites:
 - [Git](https://git-scm.com/downloads)
-- [Python](https://www.python.org/downloads/) (3.10 - 3.13)
-- [Make](https://www.gnu.org/software/make/#download) ***(otherwise you'll have to copy the commands from the [Makefile](https://github.com/THEGOLDENPRO/aghpb_api/blob/main/Makefile))***
+- [Python](https://www.python.org/downloads/) (3.12+)
 
 1. Clone the repo.
 ```sh
@@ -88,8 +85,8 @@ git clone https://github.com/THEGOLDENPRO/aghpb_api && cd aghpb_api
 ```
 2. Create env.
 ```sh
-python -m venv env
-source env/bin/activate # For windows it's --> cd env/Scripts && activate && cd ../../
+python -m venv .venv
+source .venv/bin/activate # For windows it's --> cd .venv/Scripts && activate && cd ../../
 ```
 3. Install the API's dependencies.
 ```sh
@@ -97,10 +94,10 @@ pip install . -U
 ```
 4. Pull the ~~anime girls~~ programming books.
 ```sh
-make pull-repo
+git clone https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books ./assets/git_repo
 ```
 5. Run that mf.
 ```sh
-fastapi dev api/main.py
+fastapi dev
 ```
-6. Visit ``localhost:8000`` in your browser, then all should be good! 🌈
+6. Visit ``localhost:8000`` in your browser, then all should be good! 🌈
\ No newline at end of file
diff --git a/api/__init__.py b/api/__init__.py
deleted file mode 100644
index 4618da3..0000000
--- a/api/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-__version__ = "1.4.7"
\ No newline at end of file
diff --git a/api/book.py b/api/book.py
deleted file mode 100644
index 21d5aa5..0000000
--- a/api/book.py
+++ /dev/null
@@ -1,101 +0,0 @@
-from __future__ import annotations
-from typing_extensions import TypedDict, final
-
-import sys
-import subprocess
-from pathlib import Path
-from datetime import datetime
-from dataclasses import dataclass, field
-from fastapi.responses import FileResponse
-
-from .constants import GIT_REPO_PATH, GIT_REPO_URL
-
-__all__ = (
-    "BookData",
-)
-
-@final
-class BookData(TypedDict):
-    search_id: str
-    name: str
-    category: str
-    date_added: str
-    commit_url: str
-    commit_author: str
-    commit_hash: str
-
-@dataclass
-class Book:
-    path: Path = field(repr=False)
-    search_id: str
-
-    name: str = field(default=None)
-    category: str = field(default=None)
-    date_added: datetime = field(default=None)
-    commit_url: str = field(default=None)
-    commit_author: str = field(default=None)
-    commit_hash: str = field(default=None)
-
-    def __post_init__(self):
-        self.name = self.name or self.path.name.split(".")[0].replace("_", " ").capitalize()
-        self.category = self.category or self.path.parent.name
-
-        if self.date_added is None and self.commit_url is None and self.commit_author is None and self.commit_hash is None:
-
-            # I use git here to scrape the date the book was added to the repo.
-            args = [f'cd "{GIT_REPO_PATH}" && git log --diff-filter=A -- "{f"{self.path.absolute()}"}"']
-
-            if sys.platform == "win32":
-                args = ["cd", GIT_REPO_PATH, "&&", "git", "log", "--diff-filter=A", "--", f"{self.path.absolute()}"]
-
-            p = subprocess.Popen(
-                args,
-                stdout = subprocess.PIPE,
-                shell = True
-            )
-            output, _ = p.communicate()
-            git_log = output.decode()
-
-            self.commit_hash = git_log.splitlines()[0].split('commit ')[1]
-            self.commit_author = git_log.splitlines()[1].split('Author: ')[1].split("<")[0][:-1]
-            self.commit_url = GIT_REPO_URL + f"/commit/{self.commit_hash}"
-
-            self.date_added = datetime.strptime((git_log.splitlines()[2]), "Date:   %a %b %d %H:%M:%S %Y %z")
-
-    def to_dict(self) -> BookData:
-        return {
-            "search_id": self.search_id,
-            "name": self.name,
-            "category": self.category,
-            "date_added": str(self.date_added),
-            "commit_url": self.commit_url,
-            "commit_author": self.commit_author,
-            "commit_hash": self.commit_hash
-        }
-
-    def to_file_response(self, expires: str = "0") -> FileResponse:
-        """Returns file response object."""
-        #try: # Testing to see if the author name can encode. If not just set it as null.
-        #    self.commit_author.encode("latin-1")
-        #except UnicodeEncodeError as e:
-        #    self.commit_author = "null"
-        #    print(e)
-
-        return FileResponse(
-            self.path,
-            headers = {
-                "Book-Name": self.name, 
-                "Book-Category": self.category, 
-                "Book-Search-ID": self.search_id, 
-                "Book-Date-Added": str(self.date_added), 
-                "Book-Commit-URL": self.commit_url, 
-                "Book-Commit-Author": self.commit_author.encode("utf-8").decode("latin-1", "replace"), 
-                # NOTE: Is that better than just setting it as "null" if the name can't be encoded.
-                "Book-Commit-Hash": self.commit_hash, 
-                "Last-Modified": str(self.date_added), 
-
-                #"Pragma": "no-cache", 
-                "Expires": expires, 
-                #"Cache-Control": "no-cache, no-store, must-revalidate, public, max-age=0"
-            }
-        )
\ No newline at end of file
diff --git a/api/constants.py b/api/constants.py
deleted file mode 100644
index 05513cb..0000000
--- a/api/constants.py
+++ /dev/null
@@ -1,13 +0,0 @@
-from decouple import config
-
-__all__ = (
-    "GIT_REPO_PATH",
-    "GIT_REPO_URL",
-    "RANDOM_BOOK_RATE_LIMIT",
-    "GET_BOOK_RATE_LIMIT"
-)
-
-GIT_REPO_PATH = config("GIT_REPO_PATH", default = "./assets/git_repo", cast = str)
-GIT_REPO_URL = config("GIT_REPO_URL", default = "https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books", cast = str)
-RANDOM_BOOK_RATE_LIMIT = config("RANDOM_BOOK_RATE_LIMIT", default = 3, cast = int)
-GET_BOOK_RATE_LIMIT = config("GET_BOOK_RATE_LIMIT", default = 3, cast = int)
\ No newline at end of file
diff --git a/api/info.py b/api/info.py
deleted file mode 100644
index 2f8fa52..0000000
--- a/api/info.py
+++ /dev/null
@@ -1,13 +0,0 @@
-from __future__ import annotations
-from typing_extensions import TypedDict, final
-
-__all__ = (
-    "InfoData",
-)
-
-@final
-class InfoData(TypedDict):
-    book_count: int
-    api_version: str
-    repo_hash: str
-    repo_last_updated: str
\ No newline at end of file
diff --git a/api/main.py b/api/main.py
deleted file mode 100644
index bfcd728..0000000
--- a/api/main.py
+++ /dev/null
@@ -1,249 +0,0 @@
-from typing import List, Tuple, Dict, Optional
-
-import os
-import random
-from thefuzz import fuzz
-from datetime import datetime
-from email.utils import formatdate
-
-from fastapi import FastAPI, Query, Request
-from fastapi.responses import FileResponse, JSONResponse, RedirectResponse
-
-from slowapi import Limiter
-from slowapi.util import get_remote_address
-from slowapi.errors import RateLimitExceeded
-
-from . import __version__
-from .info import InfoData
-from .book import Book, BookData
-from .repository import ProgrammingBooks
-from .constants import RANDOM_BOOK_RATE_LIMIT, GET_BOOK_RATE_LIMIT, GIT_REPO_PATH
-from .errors import (
-    APIException,
-    CategoryNotFoundError,
-    BookNotFoundError,
-    RateLimitedError,
-    rate_limit_error_handler
-)
-
-ROOT_PATH = os.environ.get("ROOT_PATH", "") # Like: /aghpb/v1
-
-TAGS_METADATA = [
-    {
-        "name": "books",
-        "description": "The main endpoints that allow you to get books." \
-            "\n\n**All books come with extra info via headers like: ``Book-Name``, ``Book-Category``, ``Book-Date-Added``**",
-    },
-    {
-        "name": "other",
-        "description": "Other endpoints."
-    },
-    {
-        "name": "misc",
-        "description": "Non-important endpoints."
-    }
-]
-
-ANIME_BOOK_200_RESPONSE = {
-    "content": {
-        "image/png": {},
-        "image/jpeg": {},
-        "image/gif": {},
-    },
-    "description": "Returned an anime girl holding a programming book successfully. 😁",
-}
-
-DESCRIPTION = """
-<div align="center">
-
-  <img src="https://raw.githubusercontent.com/THEGOLDENPRO/aghpb_api/main/assets/logo.png" alt="Logo" width="180">
-
-  Behold the **anime girls holding programming books** API. ✴️
-
-  This is a ✨ feature rich 🌟 [open source](https://github.com/THEGOLDENPRO/aghpb_api) API I made for the anime girls holding programming books [github repo](https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books) because I was bored.
-
-  🐞 Report bugs [over here](https://github.com/THEGOLDENPRO/aghpb_api/issues).
-
-</div>
-
-<br>
-
-Rate limiting applies to the ``/random`` and ``/get`` endpoints. Check out the rate limits [over here](https://github.com/THEGOLDENPRO/aghpb_api/wiki#rate-limiting).
-"""
-
-limiter = Limiter(
-    key_func = get_remote_address, 
-    headers_enabled = True
-)
-
-app = FastAPI(
-    title = "aghpb API",
-    description = DESCRIPTION,
-    license_info = {
-        "name": "Apache 2.0",
-        "identifier": "MIT",
-    },
-    openapi_tags = TAGS_METADATA,
-    swagger_favicon_url = "https://raw.githubusercontent.com/THEGOLDENPRO/aghpb_api/main/assets/logo.png",
-    version = f"v{__version__}",
-
-    root_path = ROOT_PATH
-)
-app.state.limiter = limiter
-app.add_exception_handler(RateLimitExceeded, rate_limit_error_handler)
-
-@app.get(
-    "/",
-    name = "Takes you to these docs.",
-    tags = ["misc"]
-)
-async def root():
-    """Redirects you to this documentation page."""
-    return RedirectResponse(f"{ROOT_PATH}/docs")
-
-programming_books = ProgrammingBooks(repo_path = GIT_REPO_PATH)
-
-programming_books.update_repo()
-programming_books.parse_books()
-
-@app.get(
-    "/info",
-    name = "Info about the current instance.",
-    tags = ["other"]
-)
-async def info() -> InfoData:
-    """Returns repository information like book count and etc."""
-    return {
-        "api_version": __version__,
-        "book_count": len(programming_books.books),
-        "repo_hash": programming_books.repo_hash,
-        "repo_last_updated": str(programming_books.repo_last_updated)
-    }
-
-@app.get(
-    "/random",
-    name = "Get a random programming book",
-    tags = ["books"],
-    response_class = FileResponse,
-    responses = {
-        200: ANIME_BOOK_200_RESPONSE,
-        404: {
-            "model": CategoryNotFoundError, 
-            "description": "The category was not Found."
-        },
-        429: {
-            "model": RateLimitedError,
-            "description": "Rate limit exceeded!"
-        }
-    },
-)
-@limiter.limit(f"{RANDOM_BOOK_RATE_LIMIT}/second")
-async def random_(request: Request, category: Optional[str] = None) -> FileResponse:
-    """Returns a random book."""
-    if category is None:
-        category = random.choice(programming_books.categories)
-
-    book = programming_books.random_book(category)
-
-    if book is None:
-        raise APIException(
-            error = "CategoryNotFound",
-            message = f"The category '{category}' was not found!",
-            status_code = 404
-        )
-
-    return book.to_file_response()
-
-@app.get(
-    "/categories",
-    name = "All available categories",
-    tags = ["books"]
-)
-async def categories() -> List[str]:
-    """Returns a list of all available categories."""
-    return programming_books.categories
-
-@app.get(
-    "/search",
-    name = "Query for books.",
-    tags = ["books"]
-)
-async def search(
-    query: str,
-    category: str = None,
-    limit: int = Query(ge = 1, default = 50)
-) -> List[BookData]:
-    """Returns list of book objects."""
-    books: List[Tuple[int, Book]] = []
-
-    for book in programming_books.books:
-        if len(books) == limit:
-            break
-
-        if category is not None and not category.lower() == book.category.lower():
-            continue
-
-        name_match = fuzz.partial_ratio(book.name.lower(), query.lower())
-
-        if name_match > 70:
-            books.append((name_match, book))
-
-    books.sort(key = lambda x: x[0], reverse = True) # Sort in order of highest match.
-
-    return [
-        book[1].to_dict() for book in books
-    ]
-
-get_book_cache: Dict[str, float] = {}
-
-@app.get(
-    "/get/id/{search_id}",
-    name = "Allows you to get a book by search id.",
-    tags = ["books"],
-    response_class = FileResponse,
-    responses = {
-        200: ANIME_BOOK_200_RESPONSE,
-        404: {
-            "model": BookNotFoundError, 
-            "description": "The book was not Found."
-        },
-        429: {
-            "model": RateLimitedError,
-            "description": "Rate Limit exceeded"
-        }
-    },
-)
-@limiter.limit(f"{GET_BOOK_RATE_LIMIT}/second")
-async def get_id(request: Request, search_id: str) -> FileResponse:
-    """Returns the book found."""
-    expires_timestamp = get_book_cache.get(search_id, 0)
-
-    if datetime.now().timestamp() > expires_timestamp:
-        timestamp_to_set = datetime.now().timestamp() + 60 * 10 # 10 minutes until this book expires. 
-        # (NOTE: If you update the git repo it may take a literal minute for books to refresh, depending on how your master server caches.)
-
-        expires_timestamp = timestamp_to_set
-        get_book_cache[search_id] = timestamp_to_set
-
-    for book in programming_books.books:
-
-        if book.search_id == search_id:
-            return book.to_file_response(
-                0 if expires_timestamp is None else formatdate(expires_timestamp, usegmt = True)
-            )
-
-    raise APIException(
-        error = "BookNotFound",
-        message = f"We couldn't find a book with search id '{search_id}'!",
-        status_code = 404
-    )
-
-@app.exception_handler(APIException)
-async def api_exception_handler(request: Request, exception: APIException):
-    return JSONResponse(
-        status_code = exception.status_code,
-        content = {
-            "error": exception.error,
-            "message": exception.message
-        }
-    )
\ No newline at end of file
diff --git a/api/repository.py b/api/repository.py
deleted file mode 100644
index be52038..0000000
--- a/api/repository.py
+++ /dev/null
@@ -1,179 +0,0 @@
-from __future__ import annotations
-from typing import TYPE_CHECKING
-
-if TYPE_CHECKING:
-    from typing import Dict, Optional, List
-
-    from .book import BookData
-
-import sys
-import json
-import random
-import subprocess
-from pathlib import Path
-from datetime import datetime
-from devgoldyutils import Colours, shorter_path
-
-from .book import Book
-
-__all__ = (
-    "ProgrammingBooks", 
-)
-
-EXCLUDED_FILES = [".DS_Store"]
-ALLOWED_FILE_EXTENSIONS = [".png", ".jpeg", ".jpg", ".gif"]
-
-class ProgrammingBooks():
-    """A class for interfacing with a local anime girls holding programming books repository."""
-    def __init__(self, repo_path: str) -> None:
-        self._repo_path = Path(repo_path)
-
-        self.__repo_hash: str = None
-        self.__repo_last_updated: datetime = None
-
-        self.books: List[Book] = []
-        self.categories: List[str] = []
-
-    def random_book(self, category: str) -> Optional[Book]:
-        actual_category = None
-
-        for cat in self.categories:
-            if category.lower() == cat.lower():
-                actual_category = cat
-                break
-
-        if actual_category is None:
-            return None
-
-        return random.choice(
-            [book for book in self.books if book.category == actual_category]
-        )
-
-    @property
-    def repo_hash(self) -> str:
-        if self.__repo_hash is None:
-            output = subprocess.check_output(
-                ["git", "rev-parse", "HEAD"],
-                cwd = self._repo_path,
-                text = True,
-            )
-
-            self.__repo_hash = output.removesuffix("\n")
-
-        return self.__repo_hash
-
-    @property
-    def repo_last_updated(self) -> datetime:
-        if self.__repo_last_updated is None:
-            output = subprocess.check_output(
-                ["git", "log", "-1"],
-                cwd = self._repo_path,
-                text = True,
-            )
-
-            self.__repo_last_updated = datetime.strptime((output.split("Date:   ")[1].splitlines()[0]), "%a %b %d %H:%M:%S %Y %z")
-
-        return self.__repo_last_updated
-
-    def update_repo(self):
-        print(
-            Colours.CLAY.apply(f"Attempting to update git repo at '{self._repo_path}'...")
-        )
-
-        process = subprocess.Popen(
-            ["git", "pull"], 
-            text = True, 
-            stdout = subprocess.PIPE, 
-            cwd = self._repo_path
-        )
-
-        process.wait()
-        output, _ = process.communicate()
-
-        if not process.returncode == 0:
-            print(Colours.RED.apply("Git errored!!!"))
-
-        print("Git Output: " + output)
-
-    def parse_books(self) -> None:
-        books = []
-        categories = []
-
-        file_count = "???"
-
-        print(Colours.ORANGE.apply("Loading books..."))
-
-        if sys.platform == "linux": # NOTE: Only works on Linux.
-            file_count = subprocess.check_output(f'find "{self._repo_path.absolute()}" | wc -l', shell = True, text = True)[:-1]
-
-        cached_books = self.__get_cache()
-
-        search_id = 0
-
-        for index, file in enumerate(self._repo_path.rglob("*")):
-
-            if file.suffix not in ALLOWED_FILE_EXTENSIONS: # also excludes folders.
-                continue
-
-            if file.name in EXCLUDED_FILES:
-                sys.stdout.write(f"Ignoring the file '{Colours.GREY.apply(file.name)}'...\n")
-                continue
-
-            cached_book = cached_books.get(str(file))
-
-            add_msg = f"{Colours.GREY.apply(f'({index}/{file_count})')} Adding book from '{Colours.PINK_GREY.apply(shorter_path(file))}'...\n"
-            sys.stdout.write(Colours.BLUE.apply("[CACHED] ") + add_msg if cached_book is not None else add_msg)
-
-            if cached_book is None:
-                book = Book(file, str(search_id))
-                cached_books[str(file)] = book.to_dict()
-            else:
-                book = Book(
-                    file, 
-                    str(search_id), 
-                    name = cached_book["name"],
-                    category = cached_book["category"],
-                    date_added = datetime.fromisoformat(cached_book["date_added"]),
-                    commit_url = cached_book["commit_url"],
-                    commit_author = cached_book["commit_author"],
-                    commit_hash = cached_book["commit_hash"]
-                )
-
-            if file.parent.name not in categories:
-                categories.append(file.parent.name)
-
-            books.append(book)
-            search_id += 1
-
-        self.__set_cache(cached_books)
-
-        if "git_repo" in categories:
-            categories.remove("git_repo")
-
-        self.books = books
-        self.categories = categories
-
-        print(Colours.GREEN.apply("[Done!]"))
-
-    def __get_cache(self) -> Dict[str, BookData]:
-        cached_books = {}
-
-        books_cache_file = Path("./books_cache.json")
-
-        if books_cache_file.exists():
-
-            with books_cache_file.open() as file:
-                cached_books = json.load(file)
-
-        else:
-
-            with books_cache_file.open("w") as file:
-                print("Creating books cache file...")
-                file.write("{}")
-
-        return cached_books
-
-    def __set_cache(self, data: Dict[str, BookData]) -> None:
-
-        with open("./books_cache.json", "w") as file:
-            json.dump(data, file)
\ No newline at end of file
diff --git a/app/__init__.py b/app/__init__.py
new file mode 100644
index 0000000..a414af6
--- /dev/null
+++ b/app/__init__.py
@@ -0,0 +1 @@
+__version__ = "1.4.12"
\ No newline at end of file
diff --git a/app/book.py b/app/book.py
new file mode 100644
index 0000000..1162509
--- /dev/null
+++ b/app/book.py
@@ -0,0 +1,78 @@
+from __future__ import annotations
+
+import subprocess
+from pathlib import Path
+from datetime import datetime
+from fastapi.responses import FileResponse
+
+from pydantic import BaseModel, PrivateAttr
+
+__all__ = ()
+
+class Book(BaseModel):
+    name: str
+    category: str
+    date_added: str
+    commit_url: str
+    commit_author: str
+    commit_hash: str
+    search_id: str
+
+    _image_path: Path = PrivateAttr()
+
+    @classmethod
+    def parse(cls, search_id: str, image_path: Path, git_repo_path: Path) -> Book:
+        git_command = [
+            "git",
+            f"--git-dir={git_repo_path.absolute().joinpath(".git")}",
+            "log",
+            "--diff-filter=A",
+            "--",
+            f"{image_path.parent.name}/{image_path.name}"
+        ]
+
+        git_log_string = subprocess.check_output(
+            git_command,
+            text = True
+        )
+
+        commit_hash = git_log_string.splitlines()[0].split('commit ')[1]
+
+        date_added = datetime.strptime(
+            git_log_string.splitlines()[2],
+            "Date:   %a %b %d %H:%M:%S %Y %z"
+        )
+
+        book = cls(
+            name = image_path.name.split(".")[0].replace("_", " ").capitalize(),
+            category = image_path.parent.name,
+            date_added = str(date_added),
+            commit_hash = commit_hash,
+            commit_author = git_log_string.splitlines()[1].split('Author: ')[1].split("<")[0][:-1],
+            commit_url = f"https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books/commit/{commit_hash}",
+            search_id = search_id
+        )
+
+        book._image_path = image_path
+
+        return book
+
+    def to_file_response(self, expires: str = "0") -> FileResponse:
+        # NOTE: Is that better than just setting it as "null" if the name can't be encoded.
+        commit_author_name = self.commit_author.encode("utf-8").decode("latin-1", "replace")
+
+        return FileResponse(
+            self._image_path,
+            headers = {
+                "Book-Name": self.name,
+                "Book-Category": self.category,
+                "Book-Search-ID": self.search_id,
+                "Book-Date-Added": self.date_added,
+                "Book-Commit-URL": self.commit_url,
+                "Book-Commit-Author": commit_author_name,
+                "Book-Commit-Hash": self.commit_hash,
+
+                "Last-Modified": self.date_added,
+                "Expires": expires,
+            }
+        )
diff --git a/app/colours.py b/app/colours.py
new file mode 100644
index 0000000..c6e1007
--- /dev/null
+++ b/app/colours.py
@@ -0,0 +1,25 @@
+from enum import StrEnum
+
+__all__ = ()
+
+class Colours(StrEnum):
+    """Enum class containing codes for most console colours. (Added in v2.0)"""
+    GREEN = "\u001b[32m"
+    BLUE = "\u001b[36m"
+    CLAY = "\u001b[38;5;51m"
+    PURPLE = "\u001b[38;5;200m"
+    RED = "\u001b[31m"
+    BOLD_RED = "\u001b[31;1m"
+    PINK_GREY = "\u001b[38;5;139m"
+    GREY = "\u001b[1;37;30m"
+    YELLOW = "\u001b[33;20m"
+    ORANGE = "\u001b[38;5;214m"
+    WHITE = "\u001b[1;37;40m"
+
+    RESET = "\u001b[0m"
+    RESET_COLOUR = "\u001b[0m"
+
+    def apply(self, string: str) -> str:
+        """Returns that string but with this colour applied to it."""
+
+        return self.value + string + self.RESET_COLOUR.value # ty: ignore[unresolved-attribute]
\ No newline at end of file
diff --git a/app/dependencies.py b/app/dependencies.py
new file mode 100644
index 0000000..c54e577
--- /dev/null
+++ b/app/dependencies.py
@@ -0,0 +1,8 @@
+from fastapi import Request
+
+from .repository import ProgrammingBooks
+
+__all__ = ()
+
+def get_programming_books(request: Request) -> ProgrammingBooks:
+    return request.app.state.repository
\ No newline at end of file
diff --git a/api/errors.py b/app/errors.py
similarity index 51%
rename from api/errors.py
rename to app/errors.py
index 8cb8b7c..251b5bd 100644
--- a/api/errors.py
+++ b/app/errors.py
@@ -1,17 +1,13 @@
-from fastapi import Request
-from slowapi.errors import RateLimitExceeded
-from fastapi.responses import JSONResponse
+from typing import NoReturn
+
 from pydantic import BaseModel
+from fastapi import Request, Response
+
+__all__ = ()
 
-__all__ = (
-    "APIException",
-    "CategoryNotFoundError",
-    "BookNotFoundError",
-    "RateLimitedError",
-    "rate_limit_error_handler"
-)
+# TODO: will need to revamp and improve all of this
 
-class APIException(Exception):
+class APIError(Exception):
     def __init__(
         self,
         error: str,
@@ -37,6 +33,14 @@ class CategoryNotFoundError(BaseModel):
         }
     }
 
+    @classmethod
+    def get_exception(_cls, category: str) -> APIError:
+        return APIError(
+            error = "CategoryNotFound",
+            message = f"The category '{category}' was not found!",
+            status_code = 404
+        )
+
 class BookNotFoundError(BaseModel):
     error: str
     message: str
@@ -52,6 +56,14 @@ class BookNotFoundError(BaseModel):
         }
     }
 
+    @classmethod
+    def get_exception(_cls, search_id: str) -> APIError:
+        return APIError(
+            error = "BookNotFound",
+            message = f"We couldn't find a book with search id '{search_id}'!",
+            status_code = 404
+        )
+
 class RateLimitedError(BaseModel):
     error: str
     message: str
@@ -61,23 +73,19 @@ class RateLimitedError(BaseModel):
             "examples": [
                 {
                     "error": "RateLimited",
-                    "message": "Rate Limit exceeded: 3 per 1 second"
+                    "message": "Rate Limit exceeded!"
                 }
             ]
         }
     }
 
-def rate_limit_error_handler(request: Request, exc: RateLimitExceeded):
-    response = JSONResponse(
-        status_code = 429,
-        content = {
-            "error": "RateLimited", 
-            "message": f"Rate limit exceeded: {exc.detail} (Follow the rates: https://github.com/THEGOLDENPRO/aghpb_api/wiki#rate-limiting)"
-        }
-    )
-
-    response = request.app.state.limiter._inject_headers(
-        response, request.state.view_rate_limit
-    )
+    @classmethod
+    def get_exception(_cls) -> APIError:
+        return APIError(
+            error = "RateLimited",
+            message = "Rate limit exceeded! Follow the rates: https://github.com/THEGOLDENPRO/aghpb_api/wiki#rate-limiting",
+            status_code = 429
+        )
 
-    return response
\ No newline at end of file
+def rate_limit_exceeded_error(_request: Request, _response: Response) -> NoReturn:
+    raise RateLimitedError.get_exception()
\ No newline at end of file
diff --git a/app/info.py b/app/info.py
new file mode 100644
index 0000000..30a74a8
--- /dev/null
+++ b/app/info.py
@@ -0,0 +1,9 @@
+from pydantic import BaseModel
+
+__all__ = ()
+
+class Info(BaseModel):
+    book_count: int
+    api_version: str
+    repo_hash: str
+    repo_last_updated: str
\ No newline at end of file
diff --git a/app/main.py b/app/main.py
new file mode 100644
index 0000000..07afed6
--- /dev/null
+++ b/app/main.py
@@ -0,0 +1,109 @@
+from typing import Annotated
+
+import os
+from contextlib import asynccontextmanager
+from fastapi import FastAPI, Request, Depends
+from fastapi.responses import JSONResponse, RedirectResponse
+
+from . import __version__
+from .info import Info
+from .routers import books
+from .errors import APIError
+from .repository import ProgrammingBooks
+from .dependencies import get_programming_books
+
+ROOT_PATH = os.environ.get("ROOT_PATH", "") # Like: /aghpb/v1
+
+TAGS_METADATA = [
+    {
+        "name": "books",
+        "description": "The main endpoints that allow you to get books." \
+            "\n\n**All books come with extra info via headers like: ``Book-Name``, ``Book-Category``, ``Book-Date-Added``**",
+    },
+    {
+        "name": "other",
+        "description": "Other endpoints."
+    },
+    {
+        "name": "misc",
+        "description": "Non-important endpoints."
+    }
+]
+
+DESCRIPTION = """
+<div align="center">
+
+  <img src="https://raw.githubusercontent.com/THEGOLDENPRO/aghpb_api/main/assets/logo.png" alt="Logo" width="180">
+
+  Behold the **anime girls holding programming books** API. ✴️
+
+  This is a ✨ feature rich 🌟 [open source](https://github.com/THEGOLDENPRO/aghpb_api) API I made for the anime girls holding programming books [github repo](https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books) because I was bored.
+
+  🐞 Report bugs [over here](https://github.com/THEGOLDENPRO/aghpb_api/issues).
+
+</div>
+
+<br>
+
+Rate limiting applies to the ``/random`` and ``/get`` endpoints. Check out the rate limits [over here](https://github.com/THEGOLDENPRO/aghpb_api/wiki#rate-limiting).
+"""
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    repository = ProgrammingBooks()
+
+    repository.update_repo()
+    repository.parse_books()
+
+    app.state.repository = repository
+
+    yield
+
+app = FastAPI(
+    title = "aghpb API",
+    description = DESCRIPTION,
+    license_info = {
+        "name": "Apache 2.0",
+        "identifier": "MIT",
+    },
+    openapi_tags = TAGS_METADATA,
+    swagger_favicon_url = "https://raw.githubusercontent.com/THEGOLDENPRO/aghpb_api/main/assets/logo.png",
+    version = f"v{__version__}",
+    lifespan = lifespan,
+
+    root_path = ROOT_PATH
+)
+app.include_router(books.router)
+
+@app.get(
+    "/",
+    name = "Takes you to these docs.",
+    tags = ["misc"]
+)
+async def root():
+    """Redirects you to this documentation page."""
+    return RedirectResponse(f"{ROOT_PATH}/docs")
+
+@app.get(
+    "/info",
+    name = "Info about the current instance.",
+    tags = ["other"]
+)
+async def info(programming_books: Annotated[ProgrammingBooks, Depends(get_programming_books)]) -> Info:
+    """Returns repository information like book count and etc."""
+    return Info(
+        api_version = __version__,
+        book_count = programming_books.get_book_count(),
+        repo_hash = programming_books.get_repo_hash(),
+        repo_last_updated = str(programming_books.get_repo_last_updated())
+    )
+
+@app.exception_handler(APIError)
+async def api_exception_handler(request: Request, exception: APIError):
+    return JSONResponse(
+        status_code = exception.status_code,
+        content = {
+            "error": exception.error,
+            "message": exception.message
+        }
+    )
\ No newline at end of file
diff --git a/app/repository.py b/app/repository.py
new file mode 100644
index 0000000..5fd126f
--- /dev/null
+++ b/app/repository.py
@@ -0,0 +1,169 @@
+from typing import Optional
+
+import sys
+import subprocess
+from pathlib import Path
+from datetime import datetime
+from pydantic import TypeAdapter
+
+from .book import Book
+from .colours import Colours
+
+__all__ = ()
+
+EXCLUDED_FILES = [".DS_Store"]
+ALLOWED_FILE_EXTENSIONS = [".png", ".jpeg", ".jpg", ".gif"]
+
+class ProgrammingBooks():
+    """A class for interfacing with a local anime girls holding programming books repository."""
+    def __init__(self) -> None:
+        self._repo_path = Path("./assets/git_repo")
+
+        self.__repo_hash: Optional[str] = None
+        self.__book_count: Optional[int] = None
+        self.__repo_last_updated: Optional[datetime] = None
+
+        self.books_map: dict[str, dict[str, Book]] = {}
+
+    def get_book_count(self) -> int:
+        if self.__book_count is None:
+            book_count = 0
+
+            for id_book_map in self.books_map.values():
+                book_count += len(id_book_map.keys())
+
+            self.__book_count = book_count
+
+        return self.__book_count
+
+    def get_repo_hash(self) -> str:
+        if self.__repo_hash is None:
+            output = subprocess.check_output(
+                ["git", "rev-parse", "HEAD"],
+                cwd = self._repo_path,
+                text = True,
+            )
+
+            self.__repo_hash = output.removesuffix("\n")
+
+        return self.__repo_hash
+
+    def get_repo_last_updated(self) -> datetime:
+        if self.__repo_last_updated is None:
+            output = subprocess.check_output(
+                ["git", "log", "-1"],
+                cwd = self._repo_path,
+                text = True,
+            )
+
+            date_string = output.split("Date:   ")[1].splitlines()[0]
+
+            self.__repo_last_updated = datetime.strptime(date_string, "%a %b %d %H:%M:%S %Y %z")
+
+        return self.__repo_last_updated
+
+    def update_repo(self):
+        print(
+            Colours.CLAY.apply(f"Attempting to update git repo at '{self._repo_path}'...")
+        )
+
+        process = subprocess.Popen(
+            ["git", "pull"],
+            text = True,
+            stdout = subprocess.PIPE,
+            cwd = self._repo_path
+        )
+
+        process.wait()
+        output, _ = process.communicate()
+
+        if not process.returncode == 0:
+            print(Colours.RED.apply("Git errored!!!"))
+
+        print("Git Output: " + output)
+
+    def parse_books(self) -> None:
+        books_map: dict[str, dict[str, Book]] = {}
+
+        file_count = "???"
+
+        print(Colours.ORANGE.apply("Loading books..."))
+
+        if sys.platform == "linux": # NOTE: Only works on Linux.
+            file_count = subprocess.check_output(f'find "{self._repo_path.absolute()}" | wc -l', shell = True, text = True)[:-1]
+
+        cached_books = self.__get_cache()
+
+        search_id = 0
+
+        for index, file in enumerate(self._repo_path.rglob("*")):
+            if file.suffix not in ALLOWED_FILE_EXTENSIONS: # also excludes folders.
+                continue
+
+            if file.name in EXCLUDED_FILES:
+                sys.stdout.write(f"Ignoring the file '{Colours.GREY.apply(file.name)}'...\n")
+                continue
+
+            cached_book = cached_books.get(str(file))
+
+            shortened_path = f"{file.parent.name}/{file.name}"
+
+            add_message = f"{Colours.GREY.apply(f'({index}/{file_count})')} " \
+                f"Adding book from '{Colours.PINK_GREY.apply(shortened_path)}'...\n"
+
+            sys.stdout.write(
+                Colours.BLUE.apply("[CACHED] ") + add_message if cached_book is not None else add_message
+            )
+
+            if cached_book is None:
+                book = Book.parse(
+                    search_id = str(search_id),
+                    image_path = file,
+                    git_repo_path = self._repo_path
+                )
+                cached_books[str(file)] = book
+            else:
+                book = cached_book
+                book._image_path = file
+
+            category = file.parent.name.lower()
+
+            if category not in books_map:
+                books_map[category] = {}
+
+            books_map[category][str(search_id)] = book
+            search_id += 1
+
+        self.__set_cache(cached_books)
+
+        self.books_map = books_map
+
+        print(Colours.GREEN.apply("[Done!]"))
+
+    def __get_cache(self) -> dict[str, Book]:
+        cached_books = {}
+
+        books_cache_file = Path("./books_cache.json")
+
+        if books_cache_file.exists():
+            with books_cache_file.open() as file:
+                json_data = file.read()
+
+                adapter = TypeAdapter(dict[str, Book])
+
+                cached_books = adapter.validate_json(json_data)
+
+        else:
+            with books_cache_file.open("w") as file:
+                print("Creating books cache file...")
+                file.write("{}")
+
+        return cached_books
+
+    def __set_cache(self, cached_books: dict[str, Book]) -> None:
+        adapter = TypeAdapter(dict[str, Book])
+
+        json_data = adapter.dump_json(cached_books)
+
+        with open("./books_cache.json", "wb") as file:
+            file.write(json_data)
\ No newline at end of file
diff --git a/app/routers/__init__.py b/app/routers/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/app/routers/books.py b/app/routers/books.py
new file mode 100644
index 0000000..d7c5d82
--- /dev/null
+++ b/app/routers/books.py
@@ -0,0 +1,164 @@
+from typing import Annotated, Optional
+
+import random
+from thefuzz import fuzz
+from decouple import config
+from datetime import datetime
+from email.utils import formatdate
+from pyrate_limiter import Limiter, Rate
+from fastapi.responses import FileResponse
+from fastapi_limiter.depends import RateLimiter
+from fastapi import APIRouter, Depends, Query
+
+from ..book import Book
+from ..repository import ProgrammingBooks
+from ..dependencies import get_programming_books
+from ..errors import RateLimitedError, BookNotFoundError, CategoryNotFoundError, rate_limit_exceeded_error
+
+__all__ = ()
+
+router = APIRouter()
+
+GET_BOOK_RATE_LIMIT = config("GET_BOOK_RATE_LIMIT", default = 3, cast = int)
+RANDOM_BOOK_RATE_LIMIT = config("RANDOM_BOOK_RATE_LIMIT", default = 3, cast = int)
+
+ANIME_BOOK_200_RESPONSE = {
+    "content": {
+        "image/png": {},
+        "image/jpeg": {},
+        "image/gif": {},
+    },
+    "description": "Returned an anime girl holding a programming book successfully. 😁",
+}
+
+ProgrammingBooksDep = Annotated[ProgrammingBooks, Depends(get_programming_books)]
+
+@router.get(
+    "/random",
+    name = "Get a random programming book",
+    tags = ["books"],
+    response_class = FileResponse,
+    responses = {
+        200: ANIME_BOOK_200_RESPONSE,
+        404: {
+            "model": CategoryNotFoundError, 
+            "description": "The category was not Found."
+        },
+        429: {
+            "model": RateLimitedError,
+            "description": "Rate limit exceeded!"
+        }
+    },
+    dependencies = [
+        Depends(
+            RateLimiter(
+                limiter = Limiter(Rate(limit = RANDOM_BOOK_RATE_LIMIT, interval = 3000)),
+                callback = rate_limit_exceeded_error
+            )
+        )
+    ],
+)
+async def random_(programming_books: ProgrammingBooksDep, category: Optional[str] = None) -> FileResponse:
+    """Returns a random book."""
+    if category is None:
+        category = random.choice(list(programming_books.books_map.keys()))
+
+    id_book_map = programming_books.books_map.get(category.lower())
+
+    if id_book_map is None:
+        raise CategoryNotFoundError.get_exception(category)
+
+    book = random.choice(list(id_book_map.values()))
+
+    return book.to_file_response()
+
+@router.get(
+    "/categories",
+    name = "All available categories",
+    tags = ["books"]
+)
+async def categories(programming_books: ProgrammingBooksDep) -> list[str]:
+    """Returns a list of all available categories."""
+    return list(programming_books.books_map.keys())
+
+@router.get(
+    "/search",
+    name = "Query for books.",
+    tags = ["books"],
+)
+async def search(
+    query: str,
+    programming_books: ProgrammingBooksDep,
+    category: Optional[str] = None,
+    limit: int = Query(ge = 1, default = 50)
+) -> list[Book]:
+    """Returns list of book objects."""
+    unordered_books: list[tuple[int, Book]] = []
+
+    for (book_category, id_book_map) in programming_books.books_map.items():
+        if category is not None and not category.lower() == book_category:
+            continue
+
+        for book in id_book_map.values():
+            if len(unordered_books) == limit:
+                break
+
+            name_match_ratio = fuzz.partial_ratio(book.name.lower(), query.lower())
+
+            if name_match_ratio > 70:
+                unordered_books.append((name_match_ratio, book))
+
+    unordered_books.sort(key = lambda x: x[0], reverse = True) # Sort in order of highest match.
+
+    return [
+        book[1] for book in unordered_books
+    ]
+
+get_book_cache: dict[str, float] = {}
+
+@router.get(
+    "/get/id/{search_id}",
+    name = "Allows you to get a book by search id.",
+    tags = ["books"],
+    response_class = FileResponse,
+    responses = {
+        200: ANIME_BOOK_200_RESPONSE,
+        404: {
+            "model": BookNotFoundError,
+            "description": "The book was not Found."
+        },
+        429: {
+            "model": RateLimitedError,
+            "description": "Rate Limit exceeded"
+        }
+    },
+    dependencies = [
+        Depends(
+            RateLimiter(
+                limiter = Limiter(Rate(limit = GET_BOOK_RATE_LIMIT, interval = 3000)),
+                callback = rate_limit_exceeded_error
+            )
+        )
+    ],
+)
+async def get_id(search_id: str, programming_books: ProgrammingBooksDep) -> FileResponse:
+    """Returns the book found."""
+    expires_timestamp = get_book_cache.get(search_id, 0)
+
+    if datetime.now().timestamp() > expires_timestamp:
+        timestamp_to_set = datetime.now().timestamp() + 60 * 10 # 10 minutes until this book expires.
+
+        expires_timestamp = timestamp_to_set
+        get_book_cache[search_id] = timestamp_to_set
+
+    for id_book_map in programming_books.books_map.values():
+        book = id_book_map.get(search_id)
+
+        if book is None:
+            continue
+
+        return book.to_file_response(
+            0 if expires_timestamp is None else formatdate(expires_timestamp, usegmt = True)
+        )
+
+    raise BookNotFoundError.get_exception(search_id)
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 55fa02d..c883785 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,7 @@ authors = [
     {name = "Goldy", email = "goldy@devgoldy.xyz"}
 ]
 readme = {file = "README.md", content-type = "text/markdown"}
-requires-python = ">=3.9"
+requires-python = "~=3.12.0"
 license = { file = "LICENSE" }
 keywords = [
     "aghpb_api", "aghpb", "anime girls holding programming books"
@@ -15,38 +15,36 @@ classifiers = [
     'Operating System :: Microsoft :: Windows :: Windows 10',
     'Operating System :: POSIX :: Linux',
     'License :: OSI Approved :: MIT License',
-	'Programming Language :: Python :: 3.11',
     'Programming Language :: Python :: 3.12',
     'Programming Language :: Python :: 3.13',
 ]
 dependencies = [
-    "thefuzz",
-    "fastapi[standard]",
-    "devgoldyutils==3.0.0",
-    "typing-extensions",
-    "slowapi",
-    "python-decouple",
+    "thefuzz~=0.22.1",
+    "python-decouple~=3.8",
+    "pydantic~=2.13.2",
+    "fastapi[standard]~=0.136.0",
+    "fastapi-limiter~=0.2.0",
+    "pyrate-limiter~=4.1.0",
 ]
-
 dynamic = ["version"]
 
-[project.optional-dependencies]
-dev = [
-    "ruff",
-    "build",
-    "snakeviz"
-]
-
 [project.urls]
 GitHub = "https://github.com/THEGOLDENPRO/aghpb_api"
 BugTracker = "https://github.com/THEGOLDENPRO/aghpb_api/issues"
 
+[dependency-groups]
+dev = [
+    "ty~=0.0.31",
+    "ruff~=0.15.11",
+    "snakeviz~=2.2.2",
+]
+
 [tool.setuptools.dynamic]
-version = { attr = "api.__version__" }
+version = { attr = "app.__version__" }
 
 [build-system]
-requires = ["setuptools"]
+requires = ["setuptools >= 77.0.3"]
 build-backend = "setuptools.build_meta"
 
 [tool.setuptools.packages.find]
-include = ["api*"]
\ No newline at end of file
+include = ["app*"]
diff --git a/ruff.toml b/ruff.toml
index 3792452..02ce06f 100644
--- a/ruff.toml
+++ b/ruff.toml
@@ -1,6 +1,4 @@
 lint.ignore = []
 
-target-version = "py39"
-
 [lint.per-file-ignores]
 "__init__.py" = ["F403"]
\ No newline at end of file
diff --git a/scripts/bench_book_load.py b/scripts/bench_book_load.py
index fde0722..097311b 100644
--- a/scripts/bench_book_load.py
+++ b/scripts/bench_book_load.py
@@ -2,7 +2,7 @@
 sys.path.insert(0, '.')
 
 import cProfile
-from api.anime_girls import ProgrammingBooks
+from app.repository import ProgrammingBooks
 
 def bench_book_load():
     ProgrammingBooks()
diff --git a/scripts/docker_build.py b/scripts/docker_build.py
index 2160606..ed600ca 100644
--- a/scripts/docker_build.py
+++ b/scripts/docker_build.py
@@ -2,12 +2,12 @@
 sys.path.insert(0, '.')
 
 import os
-import api
+import app
 
 os.system(
-    f"docker buildx build -t devgoldy/aghpb_api:{api.__version__} --build-arg ARCH=amd64 ."
+    f"docker buildx build -t devgoldy/aghpb_api:{app.__version__} ."
 )
 
 os.system(
-    "docker buildx build -t devgoldy/aghpb_api:latest --build-arg ARCH=amd64 ."
+    "docker buildx build -t devgoldy/aghpb_api:latest ."
 )
\ No newline at end of file
diff --git a/template.env b/template.env
index ef90f07..44095a9 100644
--- a/template.env
+++ b/template.env
@@ -1,4 +1,2 @@
-# GIT_REPO_PATH = "./assets/git_repo"
-# GIT_REPO_URL = "https://github.com/cat-milk/Anime-Girls-Holding-Programming-Books"
-# RANDOM_BOOK_RATE_LIMIT = 3
-# GET_BOOK_RATE_LIMIT = 3
\ No newline at end of file
+# GET_BOOK_RATE_LIMIT = 3
+# RANDOM_BOOK_RATE_LIMIT = 3
\ No newline at end of file
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..a7581ac
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,799 @@
+version = 1
+revision = 3
+requires-python = "==3.12.*"
+
+[[package]]
+name = "aghpb-api"
+source = { editable = "." }
+dependencies = [
+    { name = "fastapi", extra = ["standard"] },
+    { name = "fastapi-limiter" },
+    { name = "pydantic" },
+    { name = "pyrate-limiter" },
+    { name = "python-decouple" },
+    { name = "thefuzz" },
+]
+
+[package.dev-dependencies]
+dev = [
+    { name = "ruff" },
+    { name = "snakeviz" },
+    { name = "ty" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "fastapi", extras = ["standard"], specifier = "~=0.136.0" },
+    { name = "fastapi-limiter", specifier = "~=0.2.0" },
+    { name = "pydantic", specifier = "~=2.13.2" },
+    { name = "pyrate-limiter", specifier = "~=4.1.0" },
+    { name = "python-decouple", specifier = "~=3.8" },
+    { name = "thefuzz", specifier = "~=0.22.1" },
+]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "ruff", specifier = "~=0.15.11" },
+    { name = "snakeviz", specifier = "~=2.2.2" },
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