diff --git a/.envrc b/.envrc
new file mode 100644
index 0000000..17942b6
--- /dev/null
+++ b/.envrc
@@ -0,0 +1,2 @@
+dotenv
+layout uv
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 30a998c..9b5352d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -28,7 +28,7 @@ share/python-wheels/
 .installed.cfg
 *.egg
 MANIFEST
-
+**/*.ipynb
 # PyInstaller
 #  Usually these files are written by a python script from a template
 #  before PyInstaller builds the exe, so as to inject date/other infos into it.
diff --git a/kindle2notion/__main__.py b/kindle2notion/__main__.py
index 64175db..413e0c7 100644
--- a/kindle2notion/__main__.py
+++ b/kindle2notion/__main__.py
@@ -1,4 +1,5 @@
-import json
+import os
+from typing import Optional
 
 import click
 import notional
@@ -6,16 +7,15 @@
 from kindle2notion.exporting import export_to_notion
 from kindle2notion.parsing import parse_raw_clippings_text
 from kindle2notion.reading import read_raw_clippings
+from kindle2notion.package_logger import logger
 
 
 @click.command()
-@click.argument("notion_api_auth_token")
-@click.argument("notion_database_id")
 @click.argument("clippings_file")
 @click.option(
     "--enable_location",
     default=True,
-    help='Set to False if you don\'t want to see the "Location" and "Page" information in Notion.'
+    help='Set to False if you don\'t want to see the "Location" and "Page" information in Notion.',
 )
 @click.option(
     "--enable_highlight_date",
@@ -30,31 +30,46 @@
 @click.option(
     "--separate_blocks",
     default=False,
-    help='Set to True to separate each clipping into a separate quote block. Enabling this option significantly decreases upload speed.'
+    help="Set to True to separate each clipping into a separate quote block. Enabling this option significantly decreases upload speed.",
+)
+@click.option(
+    "--kindle_root",
+    type=str,
+    help="Path to kindle root when connected. This will help in fetching headings from the respective book when adding to notion",
+    default=None,
 )
-
 def main(
-    notion_api_auth_token,
-    notion_database_id,
     clippings_file,
     enable_location,
     enable_highlight_date,
     enable_book_cover,
-    separate_blocks
+    separate_blocks,
+    kindle_root: Optional[str],
 ):
+    notion_api_auth_token = os.environ.get("NOTION_AUTH_TOKEN", None)
+    notion_database_id = os.environ.get("NOTION_DBREF", None)
+    if notion_api_auth_token is None:
+        logger.error("please export the env var: NOTION_AUTH_TOKEN")
+        return
+    if notion_database_id is None:
+        logger.error("please export the following env var: NOTION_DBREF")
+        return
     notion = notional.connect(auth=notion_api_auth_token)
     db = notion.databases.retrieve(notion_database_id)
 
     if db:
-        print("Notion page is found. Analyzing clippings file...")
-
+        logger.info("Notion page is found. Analyzing clippings file...")
         # Open the clippings text file and load it into all_clippings
         all_clippings = read_raw_clippings(clippings_file)
 
         # Parse all_clippings file and format the content to be sent tp the Notion DB into all_books
         all_books = parse_raw_clippings_text(all_clippings)
-
         # Export all the contents in all_books into the Notion DB.
+
+        # ######### FIXME TESTING
+        # my_book = "Thinking in Bets"
+        # all_books = {my_book: all_books[my_book]}
+        # ###################
         export_to_notion(
             all_books,
             enable_location,
@@ -62,15 +77,16 @@ def main(
             enable_book_cover,
             separate_blocks,
             notion_api_auth_token,
-            notion_database_id
+            notion_database_id,
+            kindle_root=kindle_root,
         )
 
-        with open("my_kindle_clippings.json", "w") as out_file:
-            json.dump(all_books, out_file, indent=4)
+        # with open("my_kindle_clippings.json", "w") as out_file:
+        #     json.dump(all_books, out_file, indent=4)
 
-        print("Transfer complete... Exiting script...")
+        logger.info("Transfer complete... Exiting script...")
     else:
-        print(
+        logger.error(
             "Notion page not found! Please check whether the Notion database ID is assigned properly."
         )
 
diff --git a/kindle2notion/exporting.py b/kindle2notion/exporting.py
index a643172..4a5d0d6 100644
--- a/kindle2notion/exporting.py
+++ b/kindle2notion/exporting.py
@@ -1,190 +1,257 @@
+import bisect
 from datetime import datetime
-from typing import Dict, List, Tuple
-
+from typing import Optional, cast
 import notional
-from notional.blocks import Paragraph, TextObject, Quote
+from notional.blocks import Paragraph, Quote, Page, Heading2
 from notional.query import TextCondition
-from notional.types import Date, ExternalFile, Number, RichText, Title
+from notional.types import Date, ExternalFile, Number, RichText, Title, Checkbox
+from kindle2notion import models
+from kindle2notion.reading import find_mobi_file, MobiHandler
+from kindle2notion.package_logger import logger
 from requests import get
-
-# from notional.text import Annotations
-
-# from more_itertools import grouper
-
+from fuzzysearch import find_near_matches
 
 NO_COVER_IMG = "https://via.placeholder.com/150x200?text=No%20Cover"
 
 
 def export_to_notion(
-    all_books: Dict,
+    all_books: dict[str, models.Book],
     enable_location: bool,
     enable_highlight_date: bool,
     enable_book_cover: bool,
     separate_blocks: bool,
     notion_api_auth_token: str,
     notion_database_id: str,
+    kindle_root: Optional[str],
 ) -> None:
-    print("Initiating transfer...\n")
-
-    for title in all_books:
-        each_book = all_books[title]
-        author = each_book["author"]
-        clippings = each_book["highlights"]
-        clippings_count = len(clippings)
-        (
-            formatted_clippings,
-            last_date,
-        ) = _prepare_aggregated_text_for_one_book(clippings, enable_location, enable_highlight_date)
-        message = _add_book_to_notion(
-            title,
-            author,
-            clippings_count,
-            formatted_clippings,
-            last_date,
-            notion_api_auth_token,
-            notion_database_id,
-            enable_book_cover,
-            separate_blocks,
+    logger.info("Initiating transfer...\n")
+
+    for book in all_books.values():
+        try:
+            message = _add_book_to_notion(
+                book,
+                notion_api_auth_token,
+                notion_database_id,
+                enable_book_cover,
+                separate_blocks,
+                enable_location,
+                enable_highlight_date,
+                kindle_root=kindle_root,
+            )
+            if message:
+                logger.info(f"[green]✓[/green] {message}")
+            else:
+                logger.info("Nothing to add!")
+        except Exception as e:
+            logger.error(f"An error occured in writing: {book.title} ({book.author})")
+            raise e
+
+
+def get_heading_info(
+    book: models.Book, kindle_root: str
+) -> tuple[list[models.BookHeading], list[Optional[int]]]:
+    """
+    Given a book, this will return a tuple
+    (l1, l2)
+    l1 -> list of all headings
+    l2 -> list of indices into l1 for each highlight in the book such that the highlight comes under that particular heading
+    """
+    headings = []
+    indices: list[Optional[int]] = [None for _ in range(len(book.highlights))]
+
+    mobi_path = find_mobi_file(book, kindle_root)
+    if mobi_path is None:
+        return headings, indices
+    mobi_handler = MobiHandler(mobi_path)
+    try:
+        headings = mobi_handler.process()
+    except Exception as e:
+        logger.error("An error occured in handling the mobi file", exc_info=True)
+        return headings, indices
+    headings = [h for h in headings if h.position != -1]
+    if len(headings) == 0:
+        logger.error(
+            "Could not extract positions for any heading, or no headings were found at all"
         )
-        if message != "None to add":
-            print("✓", message)
-
-
-def _prepare_aggregated_text_for_one_book(
-        clippings: List, enable_location: bool, enable_highlight_date: bool
-) -> Tuple[str, str]:
-    # TODO: Special case for books with len(clippings) >= 100 characters. Character limit in a Paragraph block in Notion is 100
-    formatted_clippings = []
-    for each_clipping in clippings:
-        aggregated_text = ""
-        text = each_clipping[0]
-        page = each_clipping[1]
-        location = each_clipping[2]
-        date = each_clipping[3]
-        is_note = each_clipping[4]
-        if is_note == True:
-            aggregated_text += "> " + "NOTE: \n"
-
-        aggregated_text += text + "\n"
-        if enable_location:
-            if page != "":
-                aggregated_text += "Page: " + page + ", "
-            if location != "":
-                aggregated_text += "Location: " + location
-        if enable_highlight_date and (date != ""):
-            aggregated_text += ", Date Added: " + date
-
-        aggregated_text = aggregated_text.strip() + "\n\n"
-        formatted_clippings.append(aggregated_text)
-        last_date = date
-    return formatted_clippings, last_date
+        return headings, indices
+    headings = sorted(headings, key=lambda x: x.position)
+
+    assert mobi_handler.html_file_path is not None
+    html_str = open(mobi_handler.html_file_path, "r", errors="ignore").read()
+    for i, highlight in enumerate(book.highlights):
+        # NOTE: arbitrary first 50 characters
+        txt_short = highlight.text[:50].strip()
+        # txt_pos = html_str.find(txt_short)
+        # NOTE: allowing for a 4% error tolerance here
+        matches = find_near_matches(txt_short, html_str, max_l_dist=2)
+        if len(matches) == 0:
+            logger.warning(
+                f"Failed to find text in html:\n [italic]{txt_short}[/italic]"
+            )
+            continue
+        txt_pos = matches[0].start
+        heading_pos = bisect.bisect_right(headings, txt_pos, key=lambda x: x.position)
+        if heading_pos != 0:
+            indices[i] = heading_pos - 1
+    return (headings, indices)
+
+
+def _write_to_page(
+    notion: notional.session.Session,
+    page_block: Page,
+    separate_blocks: bool,
+    book: models.Book,
+    enable_location: bool,
+    enable_highlight_date: bool,
+    kindle_root: Optional[str],
+):
+    headings = []
+    highlight_to_heading_indices = [None for _ in range(len(book.highlights))]
+
+    if kindle_root:
+        headings, highlight_to_heading_indices = get_heading_info(book, kindle_root)
+
+    formatted_clippings = [
+        h.make_aggregate_text(
+            enable_location=enable_location, enable_highlight_date=enable_highlight_date
+        )
+        for h in book.highlights
+    ]
+    if separate_blocks:
+        page_contents = []
+        last_heading_idx = None
+        for heading_idx, clip in zip(highlight_to_heading_indices, formatted_clippings):
+            if len(page_contents) >= 99:
+                notion.blocks.children.append(page_block, *page_contents)
+                page_contents = []
+            if heading_idx is not None and last_heading_idx != heading_idx:
+                page_contents.append(Heading2[headings[heading_idx].title.strip()])
+                last_heading_idx = heading_idx
+
+            page_contents.append(Quote[clip.strip()])
+
+        notion.blocks.children.append(page_block, *page_contents)
+
+    else:
+        # TODO: Special case for books with len(clippings) >= 100 characters. Character limit in a Paragraph block in Notion is 100
+        page_content = Paragraph["".join(formatted_clippings)]
+        notion.blocks.children.append(page_block, page_content)
 
 
 def _add_book_to_notion(
-    title: str,
-    author: str,
-    clippings_count: int,
-    formatted_clippings: list,
-    last_date: str,
+    book: models.Book,
     notion_api_auth_token: str,
     notion_database_id: str,
     enable_book_cover: bool,
     separate_blocks: bool,
-):
+    enable_location: bool,
+    enable_highlight_date: bool,
+    kindle_root: Optional[str],
+) -> Optional[str]:
     notion = notional.connect(auth=notion_api_auth_token)
-    last_date = datetime.strptime(last_date, "%A, %d %B %Y %I:%M:%S %p")
-
-    # Condition variables
-    title_exists = False
-    current_clippings_count = 0
 
     query = (
         notion.databases.query(notion_database_id)
-        .filter(property="Title", rich_text=TextCondition(equals=title))
+        .filter(property="Title", rich_text=TextCondition(equals=book.title))
         .limit(1)
     )
-    data = query.first()
-
-    if data:
-        title_exists = True
-        block_id = data.id
-        block = notion.pages.retrieve(block_id)
-        if block["Highlights"] == None:
-            block["Highlights"] = Number[0]
-        elif block["Highlights"] == clippings_count:  # if no change in clippings
-            title_and_author = str(block["Title"]) + " (" + str(block["Author"]) + ")"
-            print(title_and_author)
-            print("-" * len(title_and_author))
-            return "None to add.\n"
-
-    title_and_author = title + " (" + str(author) + ")"
-    print(title_and_author)
-    print("-" * len(title_and_author))
-
-    # Add a new book to the database
-    if not title_exists:
-        new_page = notion.pages.create(
-            parent=notion.databases.retrieve(notion_database_id),
-            properties={
-                "Title": Title[title],
-                "Author": RichText[author],
-                "Highlights": Number[clippings_count],
-                "Last Highlighted": Date[last_date.isoformat()],
-                "Last Synced": Date[datetime.now().isoformat()],
-            },
-            children=[],
-        )
-        # page_content = _update_book_with_clippings(formatted_clippings)
+    page_block: Page = cast(Page, query.first())
+    needs_writing: bool = False
 
+    title_and_author = book.title + " (" + str(book.author) + ")"
+    logger.info(title_and_author)
+    logger.info("-" * len(title_and_author))
 
-        if separate_blocks:
-            for formatted_clipping in formatted_clippings:
-                page_content = Quote[formatted_clipping.strip()]
-                notion.blocks.children.append(new_page, page_content)
-        else:
-            page_content = Paragraph["".join(formatted_clippings)]
-            notion.blocks.children.append(new_page, page_content)
-
-        block_id = new_page.id
-        if enable_book_cover:
-            # Fetch a book cover from Google Books if the cover for the page is not set
-            if new_page.cover is None:
-                result = _get_book_cover_uri(title, author)
-
-            if result is None:
-                # Set the page cover to a placeholder image
-                cover = ExternalFile[NO_COVER_IMG]
-                print(
-                    "× Book cover couldn't be found. "
-                    "Please replace the placeholder image with the original book cover manually."
-                )
-            else:
-                # Set the page cover to that of the book
-                cover = ExternalFile[result]
-                print("✓ Added book cover.")
+    if page_block:
+        last_highlighted_dt = cast(
+            datetime,
+            page_block.properties["Last Highlighted"].date.start or datetime.min,
+        )
+        blockquoted = cast(bool, page_block.properties["Blockquoted"].checkbox)
+        includes_location = cast(
+            bool, page_block.properties["Includes Location"].checkbox
+        )
+        includes_timestamp = cast(
+            bool, page_block.properties["Includes Timestamp"].checkbox
+        )
+        current_highlight_count = page_block.properties["Highlights"].number or 0
+
+        needs_writing = (
+            (
+                last_highlighted_dt.replace(second=0, tzinfo=None)
+                < book.last_highlighted_date.replace(second=0, tzinfo=None)
+            )
+            | (includes_location ^ enable_location)
+            | (includes_timestamp ^ enable_highlight_date)
+            | (blockquoted ^ separate_blocks)
+            | (current_highlight_count != len(book.highlights))
+        )
 
-            notion.pages.set(new_page, cover=cover)
     else:
-        # update a book that already exists in the database
-        page = notion.pages.retrieve(block_id)
-        # page_content = _update_book_with_clippings(formatted_clippings)
-        page_content = Paragraph["".join(formatted_clippings)]
-        notion.blocks.children.append(page, page_content)
-        # TODO: Delete existing page children (or figure out how to find changes to be made by comparing it with local json file.)
-        current_clippings_count = int(float(str(page["Highlights"])))
-        page["Highlights"] = Number[clippings_count]
-        page["Last Highlighted"] = Date[last_date.isoformat()]
-        page["Last Synced"] = Date[datetime.now().isoformat()]
-
-    # Logging the changes made
-    diff_count = (
-        clippings_count - current_clippings_count
-        if clippings_count > current_clippings_count
-        else clippings_count
+        needs_writing = True
+
+    if not needs_writing:
+        return
+
+    # Clear the contents of the existing page if we are rewriting.
+    if page_block:
+        notion.pages.delete(page_block)
+
+    # Create a brand new page block with the correct properties
+    page_block = notion.pages.create(
+        parent=notion.databases.retrieve(notion_database_id),
+        properties={
+            "Title": Title[book.title],
+            "Author": RichText[book.author],
+            "Last Highlighted": Date[book.last_highlighted_date.isoformat()],
+            "Blockquoted": Checkbox[separate_blocks],
+            "Includes Location": Checkbox[enable_location],
+            "Includes Timestamp": Checkbox[enable_highlight_date],
+        },
+        children=[],
     )
-    message = str(diff_count) + " notes/highlights added successfully.\n"
 
-    return message
+    if enable_book_cover:
+        # Fetch a book cover from Google Books if the cover for the page is not set
+        if page_block.cover is None:
+            result = _get_book_cover_uri(book.title, book.author)
+
+        if result is None:
+            # Set the page cover to a placeholder image
+            cover = ExternalFile[NO_COVER_IMG]
+            logger.error(
+                "[red]×[/red] Book cover couldn't be found. "
+                "Please replace the placeholder image with the original book cover manually."
+            )
+        else:
+            # Set the page cover to that of the book
+            cover = ExternalFile[result]
+            logger.info("[green]✓[/green] Added book cover.")
+
+        notion.pages.set(page_block, cover=cover)
+    try:
+        _write_to_page(
+            notion=notion,
+            page_block=page_block,
+            separate_blocks=separate_blocks,
+            book=book,
+            enable_location=enable_location,
+            enable_highlight_date=enable_highlight_date,
+            kindle_root=kindle_root,
+        )
+        # Only write this once content has been succesfully written to page
+        notion.pages.update(
+            page_block,
+            **{
+                "Highlights": Number[len(book.highlights)],
+                "Last Synced": Date[datetime.now().isoformat()],
+            },
+        )
+        return str(len(book.highlights)) + " notes/highlights added successfully.\n"
+    except Exception as e:
+        logger.error("Failed writing to notion")
+        notion.pages.delete(page_block)
+        raise e
 
 
 # def _create_rich_text_object(text):
diff --git a/kindle2notion/models.py b/kindle2notion/models.py
new file mode 100644
index 0000000..0e5bc07
--- /dev/null
+++ b/kindle2notion/models.py
@@ -0,0 +1,69 @@
+from datetime import datetime
+from typing import Optional
+
+from pydantic import BaseModel
+from kindle2notion.package_logger import logger
+
+
+class Highlight(BaseModel):
+    text: str
+    page: Optional[int]
+    location: tuple[int, int]
+    date: datetime
+    is_note: bool
+
+    def make_aggregate_text(
+        self, enable_location: bool, enable_highlight_date: bool
+    ) -> str:
+        aggregated_text = ""
+        if self.is_note:
+            aggregated_text += "> " + "NOTE: \n"
+
+        aggregated_text += self.text + "\n"
+        if enable_location:
+            if self.page is not None:
+                aggregated_text += "Page: " + str(self.page) + ", "
+            aggregated_text += f"Location: {self.location[0]}-{self.location[1]}"
+        if enable_highlight_date and (self.date is not None):
+            aggregated_text += ", Date Added: " + self.date.strftime(
+                "%d-%m-%Y, %H:%M:%S"
+            )
+        aggregated_text = aggregated_text.strip() + "\n\n"
+        return aggregated_text
+
+
+class Book(BaseModel):
+    author: str
+    title: str
+    highlights: list[Highlight]
+
+    def prune_subset_highlights(self):
+        sorted_highlights = sorted(
+            self.highlights, key=lambda x: (x.location[0], -x.location[1])
+        )
+        max_end_loc = 0
+
+        filtered_highlights = []
+        for highlight in sorted_highlights:
+            end_loc = highlight.location[1]
+            if max_end_loc < end_loc:
+                filtered_highlights.append(highlight)
+            max_end_loc = end_loc
+
+        if len(filtered_highlights) < len(self.highlights):
+            logger.info(
+                f"Pruned highlights for [bold]{self.title} ({self.author})[/bold] from [red]{len(self.highlights)}[/red] -> [green]{len(filtered_highlights)}[/green]"
+            )
+        self.highlights = filtered_highlights
+
+    @property
+    def last_highlighted_date(self) -> datetime:
+        assert len(self.highlights) > 0
+        all_timestamps = [h.date for h in self.highlights]
+        return max(all_timestamps)
+
+
+class BookHeading(BaseModel):
+    title: str
+    href: str
+    position: int = -1
diff --git a/kindle2notion/package_logger.py b/kindle2notion/package_logger.py
new file mode 100644
index 0000000..434f7de
--- /dev/null
+++ b/kindle2notion/package_logger.py
@@ -0,0 +1,9 @@
+import logging
+from rich.logging import RichHandler
+
+LOG_LEVEL = "INFO"
+logger = logging.getLogger("kindle2notion")
+logger.setLevel(LOG_LEVEL)
+
+handler = RichHandler(show_time=False, rich_tracebacks=True, markup=True)
+logger.addHandler(handler)
diff --git a/kindle2notion/parsing.py b/kindle2notion/parsing.py
index dea4435..f7bb855 100644
--- a/kindle2notion/parsing.py
+++ b/kindle2notion/parsing.py
@@ -1,7 +1,11 @@
-from re import findall
-from typing import Dict, List, Tuple
+from datetime import datetime
 
+import pydantic
+from kindle2notion import models
+from re import findall
+from typing import Dict, List, Optional, Tuple
 from dateparser import parse
+from kindle2notion.package_logger import logger
 
 BOOKS_WO_AUTHORS = []
 
@@ -83,9 +87,11 @@
 
 def parse_raw_clippings_text(raw_clippings_text: str) -> Dict:
     raw_clippings_list = raw_clippings_text.split("==========")
-    print(f"Found {len(raw_clippings_list)} notes and highlights.\n")
+    logger.info(
+        f"Found [white on yellow]{len(raw_clippings_list)}[/white on yellow] notes and highlights.\n"
+    )
 
-    all_books = {}
+    all_books: dict[str, models.Book] = {}
     passed_clippings_count = 0
 
     for each_raw_clipping in raw_clippings_list:
@@ -98,13 +104,38 @@ def parse_raw_clippings_text(raw_clippings_text: str) -> Dict:
             )
             highlight = raw_clipping_list[3]
 
-            all_books = _add_parsed_items_to_all_books_dict(
-                all_books, title, author, highlight, page, location, date, is_note
-            )
+            if title not in all_books:
+                all_books[title] = models.Book(
+                    title=title, author=author, highlights=[]
+                )
+            try:
+                highlight_pyd = models.Highlight(
+                    text=highlight,
+                    page=page,
+                    location=location,
+                    date=date,
+                    is_note=is_note,
+                )
+                all_books[title].highlights.append(highlight_pyd)
+            except pydantic.ValidationError:
+                passed_clippings_count += 1
+
         else:
             passed_clippings_count += 1
 
-    print(f"× Passed {passed_clippings_count} bookmarks or unsupported clippings.\n")
+    logger.warning(
+        f"[red]×[/red] Parsed {passed_clippings_count} bookmarks or unsupported clippings.\n"
+    )
+
+    # Clear empty books
+    for book_title in list(all_books.keys()):
+        if len(all_books[book_title].highlights) == 0:
+            del all_books[book_title]
+
+    # Prune highlights for every book
+    for book_info in all_books.values():
+        book_info.prune_subset_highlights()
+
     return all_books
 
 
@@ -121,10 +152,13 @@ def _parse_author_and_title(raw_clipping_list: List) -> Tuple[str, str]:
 
 def _parse_page_location_date_and_note(
     raw_clipping_list: List,
-) -> Tuple[str, str, str, bool]:
+) -> Tuple[Optional[int], Optional[tuple[int, int]], Optional[datetime], bool]:
     second_line = raw_clipping_list[1]
     second_line_as_list = second_line.strip().split(" | ")
-    page = location = date = ""
+
+    page = None
+    location = None
+    date = None
     is_note = False
 
     for element in second_line_as_list:
@@ -133,35 +167,29 @@ def _parse_page_location_date_and_note(
             is_note = True
         if "page" in element:
             page = element[element.find("page") :].replace("page", "").strip()
+            try:
+                page = int(page)
+            except ValueError:
+                page = None
         if "location" in element:
             location = (
                 element[element.find("location") :].replace("location", "").strip()
             )
+            try:
+                location = (
+                    int(location.split("-")[0]),
+                    int(location.split("-")[1]),
+                )
+            except (ValueError, IndexError):
+                location = None
         if "added on" in element:
             date = parse(
                 element[element.find("added on") :].replace("added on", "").strip()
             )
-            date = date.strftime("%A, %d %B %Y %I:%M:%S %p")
 
     return page, location, date, is_note
 
 
-def _add_parsed_items_to_all_books_dict(
-    all_books: Dict,
-    title: str,
-    author: str,
-    highlight: str,
-    page: str,
-    location: str,
-    date: str,
-    is_note: bool,
-) -> Dict:
-    if title not in all_books:
-        all_books[title] = {"author": author, "highlights": []}
-    all_books[title]["highlights"].append((highlight, page, location, date, is_note))
-    return all_books
-
-
 def _parse_raw_author_and_title(raw_clipping_list: List) -> Tuple[str, str]:
     author = ""
     title = raw_clipping_list[0]
@@ -172,7 +200,7 @@ def _parse_raw_author_and_title(raw_clipping_list: List) -> Tuple[str, str]:
     else:
         if title not in BOOKS_WO_AUTHORS:
             BOOKS_WO_AUTHORS.append(title)
-            print(
+            logger.warning(
                 f"{title} - No author found. You can manually add the author in the Notion database."
             )
 
diff --git a/kindle2notion/reading.py b/kindle2notion/reading.py
index a3a08bd..ac2f1b4 100644
--- a/kindle2notion/reading.py
+++ b/kindle2notion/reading.py
@@ -1,15 +1,146 @@
+import glob
+import os
+import shutil
+import mobi
 from pathlib import Path
+from typing import Optional
+import re
+from urllib.parse import unquote
+from bs4 import BeautifulSoup
+from bs4 import XMLParsedAsHTMLWarning
+import warnings
+
+from kindle2notion import models
+from kindle2notion.package_logger import logger
+
+warnings.filterwarnings("ignore", category=XMLParsedAsHTMLWarning)
 
 
 def read_raw_clippings(clippings_file_path: Path) -> str:
     try:
         with open(clippings_file_path, "r", encoding="utf-8-sig") as raw_clippings_file:
             raw_clippings_text = raw_clippings_file.read()
-        raw_clippings_text = raw_clippings_text.replace(u"\ufeff", "")
+        raw_clippings_text = raw_clippings_text.replace("\ufeff", "")
         raw_clippings_text_decoded = raw_clippings_text.encode(
             "ascii", errors="ignore"
         ).decode()
     except UnicodeEncodeError as e:
-        print(e)
+        logger.error("Error in reading raw clippings", exc_info=True)
 
     return raw_clippings_text_decoded
+
+
+def remove_special_characters(text):
+    # Replace all non-alphanumeric characters with an empty string
+    return re.sub(r"[^A-Za-z0-9]", "", text)
+
+
+def _preformat(text: str):
+    return remove_special_characters(text.lower().strip())
+
+
+def find_mobi_file(book: models.Book, kindle_root: str) -> Optional[str]:
+    all_books = glob.glob(os.path.join(kindle_root, "**/*.mobi"))
+    for search_by in [book.title, book.author]:
+        search_by = _preformat(search_by)
+        logger.info(
+            f"Searching mobi file with keyword: [white on dodger_blue1]{search_by}[/white on dodger_blue1]"
+        )
+        matching_books = [x for x in all_books if search_by in _preformat(x)]
+        if len(matching_books) == 1:
+            return matching_books[0]
+        else:
+            logger.warning(
+                f"Attempt to search failed. Matching candidates: {matching_books}"
+            )
+
+
+class MobiHandler:
+    # --- Build TOC positions by locating anchors in the raw HTML string ---
+    ANCHOR_RE_TEMPLATE = r'(?i)\b(?:id|name)\s*=\s*([\'"])%s\1'
+
+    def __init__(self, path: str) -> None:
+        self.path = path
+        # tuple of (parent directory, html file path)
+        self.html_dir: Optional[str]
+        self.html_file_path: Optional[str]
+        self.toc_entries: Optional[list[models.BookHeading]]
+
+    def process(self) -> list[models.BookHeading]:
+        """
+        Will raise an exception if something went wrong
+        """
+        self.extract_to_html()
+        self.parse_toc_ncx()
+        self.build_toc_positions_for_html()
+        assert self.toc_entries is not None
+        return self.toc_entries
+
+    def extract_to_html(self):
+        try:
+            self.html_dir, self.html_file_path = mobi.extract(self.path)
+        except Exception as e:
+            logger.error("An error occured in extraction to html")
+            raise e
+
+    # --- Parse toc.ncx with html.parser ---
+    def parse_toc_ncx(self):
+        assert self.html_dir is not None, "No html dir found, aborting"
+        # FIXME: hardcoding mobi7 for now
+        ncx_path = os.path.join(self.html_dir, "mobi7", "toc.ncx")
+        with open(ncx_path, "r", errors="ignore") as f:
+            soup = BeautifulSoup(f.read(), "html.parser")
+
+        entries = []
+        for np in soup.find_all("navpoint"):
+            # <navPoint><navLabel><text>Title</text></navLabel><content src="chapter.html#anchor"/></navPoint>
+            label_wrap = np.find("navlabel")
+            label_tag = label_wrap.find("text") if label_wrap else None
+            content_tag = np.find("content")
+            if label_tag and content_tag and content_tag.get("src"):
+                title = label_tag.get_text(strip=True)
+                href = content_tag["src"]
+                entries.append(models.BookHeading(**{"title": title, "href": href}))
+
+        self.toc_entries = entries
+
+    def build_toc_positions_for_html(self):
+        """
+        Returns sorted list of (title, index) for toc entries that point into this html_str.
+        If toc href has a different filename than current_filename, it's ignored here.
+        """
+        assert self.toc_entries is not None and len(self.toc_entries) > 0, (
+            "no toc found, skipping title matching"
+        )
+        assert self.html_file_path is not None, (
+            "converted html file not found, skipping title matching"
+        )
+
+        html_str = open(self.html_file_path, "r", errors="ignore").read()
+        current_filename = os.path.basename(self.html_file_path)
+
+        for e in self.toc_entries:
+            href = e.href
+            file_part = None
+            frag = None
+            if "#" in href:
+                file_part, frag = href.split("#", 1)
+            else:
+                file_part = href
+                frag = None
+
+            # If the TOC points to a different file, skip (or load that file separately).
+            if file_part and current_filename and file_part != current_filename:
+                continue
+
+            if frag:
+                anchor = unquote(frag)
+                # Match id="anchor" or name="anchor" in any tag
+                pattern = re.compile(self.ANCHOR_RE_TEMPLATE % re.escape(anchor))
+                m = pattern.search(html_str)
+                if m:
+                    e.position = m.start()
+
+    def __del__(self):
+        if self.html_dir is not None and os.path.exists(self.html_dir):
+            shutil.rmtree(self.html_dir)
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..766a6ff
--- /dev/null
+++ b/main.py
@@ -0,0 +1,6 @@
+def main():
+    print("Hello from kindle2notion!")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..ea3b5b3
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,25 @@
+[project]
+name = "kindle2notion"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = [
+    "beautifulsoup4>=4.13.5",
+    "click>=8.0.0",
+    "dateparser>=1.0.0",
+    "fuzzysearch>=0.8.0",
+    "ipykernel>=6.30.1",
+    "ipython>=9.5.0",
+    "mobi>=0.4.0",
+    "notional>=0.4.1",
+    "pathlib>=1.0.1",
+    "requests>=2.25.0",
+    "rich>=14.1.0",
+    "tqdm>=4.67.1",
+]
+
+[dependency-groups]
+dev = [
+    "ruff>=0.12.11",
+]
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new file mode 100644
index 0000000..5cf0c0c
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@@ -0,0 +1,962 @@
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