{"id":50254,"date":"2025-11-09T08:00:33","date_gmt":"2025-11-09T08:00:33","guid":{"rendered":"https:\/\/youzum.net\/how-to-build-an-advanced-multi-page-reflex-web-application-with-real-time-database-dynamic-state-management-and-reactive-ui\/"},"modified":"2025-11-09T08:00:33","modified_gmt":"2025-11-09T08:00:33","slug":"how-to-build-an-advanced-multi-page-reflex-web-application-with-real-time-database-dynamic-state-management-and-reactive-ui","status":"publish","type":"post","link":"https:\/\/youzum.net\/it\/how-to-build-an-advanced-multi-page-reflex-web-application-with-real-time-database-dynamic-state-management-and-reactive-ui\/","title":{"rendered":"How to Build an Advanced Multi-Page Reflex Web Application with Real-Time Database, Dynamic State Management, and Reactive UI"},"content":{"rendered":"<p>In this tutorial, we build an advanced <a href=\"https:\/\/github.com\/reflex-dev\/reflex\"><strong>Reflex<\/strong><\/a> web application entirely in Python that runs seamlessly inside Colab. We design the app to demonstrate how Reflex enables full-stack development with no JavaScript, just reactive Python code. We create a complete notes-management dashboard featuring two pages, real-time database interactions, filtering, sorting, analytics, and user personalization. We progressively construct the project in five clean snippets, covering setup, configuration, model and state management, user interface design, and final execution, which provides us with a hands-on understanding of Reflex\u2019s declarative architecture and reactivity system. Check out the\u00a0<strong><a href=\"https:\/\/github.com\/Marktechpost\/AI-Tutorial-Codes-Included\/blob\/main\/ML%20Project%20Codes\/advanced_reflex_reactive_webapp_Marktechpost.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">FULL CODES here<\/a><\/strong>.<\/p>\n<div class=\"dm-code-snippet dark dm-normal-version default no-background-mobile\">\n<div class=\"control-language\">\n<div class=\"dm-buttons\">\n<div class=\"dm-buttons-left\">\n<div class=\"dm-button-snippet red-button\"><\/div>\n<div class=\"dm-button-snippet orange-button\"><\/div>\n<div class=\"dm-button-snippet green-button\"><\/div>\n<\/div>\n<div class=\"dm-buttons-right\"><a><span class=\"dm-copy-text\">Copy Code<\/span><span class=\"dm-copy-confirmed\">Copied<\/span><span class=\"dm-error-message\">Use a different Browser<\/span><\/a><\/div>\n<\/div>\n<pre class=\"no-line-numbers\"><code class=\"no-wrap language-php\">import os, subprocess, sys, pathlib\nAPP = \"reflex_colab_advanced\"\nos.makedirs(APP, exist_ok=True)\nos.chdir(APP)\nsubprocess.run([sys.executable, \"-m\", \"pip\", \"install\", \"-q\", \"reflex==0.5.9\"])<\/code><\/pre>\n<\/div>\n<\/div>\n<p>We set up our working environment and installed Reflex inside Colab. We create a new project directory and ensure the framework is ready for use. We prepare the base environment so our app can run smoothly later without dependency issues. Check out the\u00a0<strong><a href=\"https:\/\/github.com\/Marktechpost\/AI-Tutorial-Codes-Included\/blob\/main\/ML%20Project%20Codes\/advanced_reflex_reactive_webapp_Marktechpost.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">FULL CODES here<\/a><\/strong>.<\/p>\n<div class=\"dm-code-snippet dark dm-normal-version default no-background-mobile\">\n<div class=\"control-language\">\n<div class=\"dm-buttons\">\n<div class=\"dm-buttons-left\">\n<div class=\"dm-button-snippet red-button\"><\/div>\n<div class=\"dm-button-snippet orange-button\"><\/div>\n<div class=\"dm-button-snippet green-button\"><\/div>\n<\/div>\n<div class=\"dm-buttons-right\"><a><span class=\"dm-copy-text\">Copy Code<\/span><span class=\"dm-copy-confirmed\">Copied<\/span><span class=\"dm-error-message\">Use a different Browser<\/span><\/a><\/div>\n<\/div>\n<pre class=\"no-line-numbers\"><code class=\"no-wrap language-php\">rxconfig = \"\"\"\nimport reflex as rx\nclass Config(rx.Config):\n   app_name = \"reflex_colab_advanced\"\n   db_url = \"sqlite:\/\/\/reflex.db\"\nconfig = Config()\n\"\"\"\npathlib.Path(\"rxconfig.py\").write_text(rxconfig)<\/code><\/pre>\n<\/div>\n<\/div>\n<p>We define the configuration file that specifies the app name and database connection. We connect Reflex to a local SQLite database to store our notes. We maintain this configuration as minimal as possible while still being essential for managing persistent data. Check out the\u00a0<strong><a href=\"https:\/\/github.com\/Marktechpost\/AI-Tutorial-Codes-Included\/blob\/main\/ML%20Project%20Codes\/advanced_reflex_reactive_webapp_Marktechpost.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">FULL CODES here<\/a><\/strong>.<\/p>\n<div class=\"dm-code-snippet dark dm-normal-version default no-background-mobile\">\n<div class=\"control-language\">\n<div class=\"dm-buttons\">\n<div class=\"dm-buttons-left\">\n<div class=\"dm-button-snippet red-button\"><\/div>\n<div class=\"dm-button-snippet orange-button\"><\/div>\n<div class=\"dm-button-snippet green-button\"><\/div>\n<\/div>\n<div class=\"dm-buttons-right\"><a><span class=\"dm-copy-text\">Copy Code<\/span><span class=\"dm-copy-confirmed\">Copied<\/span><span class=\"dm-error-message\">Use a different Browser<\/span><\/a><\/div>\n<\/div>\n<pre class=\"no-line-numbers\"><code class=\"no-wrap language-php\">app_py = \"\"\"\nimport reflex as rx\n\n\nclass Note(rx.Model, table=True):\n   content: str\n   tag: str = \"general\"\n   done: bool = False\n\n\nclass State(rx.State):\n   user: str = \"\"\n   search: str = \"\"\n   tag_filter: str = \"all\"\n   sort_desc: bool = True\n   new_content: str = \"\"\n   new_tag: str = \"general\"\n   toast_msg: str = \"\"\n\n\n   def set_user(self, v: str): self.user = v\n   def set_search(self, v: str): self.search = v\n   def set_tag_filter(self, v: str): self.tag_filter = v\n   def set_new_content(self, v: str): self.new_content = v\n   def set_new_tag(self, v: str): self.new_tag = v\n   def toggle_sort(self): self.sort_desc = not self.sort_desc\n\n\n   async def add_note(self):\n       if self.new_content.strip():\n           await Note.create(content=self.new_content.strip(), tag=self.new_tag.strip() or \"general\")\n           self.new_content = \"\"; self.toast_msg = \"Note added\"\n\n\n   async def toggle_done(self, note_id: int):\n       note = await Note.get(id=note_id)\n       if note:\n           await note.update(done=not note.done)\n\n\n   async def delete_note(self, note_id: int):\n       await Note.delete(id=note_id)\n       self.toast_msg = \"Deleted\"\n\n\n   async def clear_done(self):\n       items = await Note.all()\n       for n in items:\n           if n.done:\n               await Note.delete(id=n.id)\n       self.toast_msg = \"Cleared done notes\"\n\n\n   async def notes_filtered(self):\n       items = await Note.all()\n       q = self.search.lower()\n       if q:\n           items = [n for n in items if q in n.content.lower() or q in n.tag.lower()]\n       if self.tag_filter != \"all\":\n           items = [n for n in items if n.tag == self.tag_filter]\n       items.sort(key=lambda n: n.id, reverse=self.sort_desc)\n       return items\n\n\n   async def stats(self):\n       items = await Note.all()\n       total = len(items)\n       done = len([n for n in items if n.done])\n       tags = {}\n       for n in items:\n           tags[n.tag] = tags.get(n.tag, 0) + 1\n       top_tags = sorted(tags.items(), key=lambda x: x[1], reverse=True)[:5]\n       return {\"total\": total, \"done\": done, \"pending\": total - done, \"tags\": top_tags}\n\"\"\"\n<\/code><\/pre>\n<\/div>\n<\/div>\n<p>We define our data model Note and the reactive State class that controls user input, filtering, and database operations. We manage asynchronous actions, such as adding, deleting, and updating notes. We also include logic for computing statistics dynamically from stored data. Check out the\u00a0<strong><a href=\"https:\/\/github.com\/Marktechpost\/AI-Tutorial-Codes-Included\/blob\/main\/ML%20Project%20Codes\/advanced_reflex_reactive_webapp_Marktechpost.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">FULL CODES here<\/a><\/strong>.<\/p>\n<div class=\"dm-code-snippet dark dm-normal-version default no-background-mobile\">\n<div class=\"control-language\">\n<div class=\"dm-buttons\">\n<div class=\"dm-buttons-left\">\n<div class=\"dm-button-snippet red-button\"><\/div>\n<div class=\"dm-button-snippet orange-button\"><\/div>\n<div class=\"dm-button-snippet green-button\"><\/div>\n<\/div>\n<div class=\"dm-buttons-right\"><a><span class=\"dm-copy-text\">Copy Code<\/span><span class=\"dm-copy-confirmed\">Copied<\/span><span class=\"dm-error-message\">Use a different Browser<\/span><\/a><\/div>\n<\/div>\n<pre class=\"no-line-numbers\"><code class=\"no-wrap language-php\">app_py += \"\"\"\ndef sidebar():\n   return rx.vstack(\n       rx.heading(\"RC Advanced\", size=\"6\"),\n       rx.link(\"Dashboard\", href=\"\/\"),\n       rx.link(\"Notes Board\", href=\"\/board\"),\n       rx.text(\"User\"),\n       rx.input(placeholder=\"your name\", value=State.user, on_change=State.set_user),\n       spacing=\"3\", width=\"15rem\", padding=\"1rem\", border_right=\"1px solid #eee\"\n   )\n\n\nasync def stats_cards():\n   s = await State.stats()\n   return rx.hstack(\n       rx.box(rx.text(\"Total\"), rx.heading(str(s[\"total\"]), size=\"5\"), padding=\"1rem\", border=\"1px solid #eee\", border_radius=\"0.5rem\"),\n       rx.box(rx.text(\"Done\"), rx.heading(str(s[\"done\"]), size=\"5\"), padding=\"1rem\", border=\"1px solid #eee\", border_radius=\"0.5rem\"),\n       rx.box(rx.text(\"Pending\"), rx.heading(str(s[\"pending\"]), size=\"5\"), padding=\"1rem\", border=\"1px solid #eee\", border_radius=\"0.5rem\"),\n       spacing=\"4\"\n   )\n\n\ndef tag_pill(tag: str, count: int = 0):\n   return rx.badge(\n       f\"{tag} ({count})\" if count else tag,\n       on_click=State.set_tag_filter(tag),\n       cursor=\"pointer\",\n       color_scheme=\"blue\" if tag == State.tag_filter else \"gray\"\n   )\n\n\nasync def tags_bar():\n   s = await State.stats()\n   tags = [(\"all\", s[\"total\"])] + s[\"tags\"]\n   return rx.hstack(*[tag_pill(t[0], t[1]) for t in tags], spacing=\"2\", wrap=\"wrap\")\n\n\ndef note_row(note: Note):\n   return rx.hstack(\n       rx.hstack(\n           rx.checkbox(is_checked=note.done, on_change=State.toggle_done(note.id)),\n           rx.text(note.content, text_decoration=\"line-through\" if note.done else \"none\"),\n       ),\n       rx.badge(note.tag, color_scheme=\"green\"),\n       rx.button(\"<img decoding=\"async\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/16.0.1\/72x72\/1f5d1.png\" alt=\"\ud83d\uddd1\" class=\"wp-smiley\" \/>\", on_click=State.delete_note(note.id), color_scheme=\"red\", size=\"1\"),\n       justify=\"between\", width=\"100%\"\n   )\n\n\nasync def notes_list():\n   items = await State.notes_filtered()\n   return rx.vstack(*[note_row(n) for n in items], spacing=\"2\", width=\"100%\")\n\"\"\"\n<\/code><\/pre>\n<\/div>\n<\/div>\n<p>We design modular UI components, including the sidebar, tag filters, and individual note rows. We use Reflex elements like vstack, hstack, and suspense to build responsive layouts. We ensure that each UI element directly reflects state changes in real-time. Check out the\u00a0<strong><a href=\"https:\/\/github.com\/Marktechpost\/AI-Tutorial-Codes-Included\/blob\/main\/ML%20Project%20Codes\/advanced_reflex_reactive_webapp_Marktechpost.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">FULL CODES here<\/a><\/strong>.<\/p>\n<div class=\"dm-code-snippet dark dm-normal-version default no-background-mobile\">\n<div class=\"control-language\">\n<div class=\"dm-buttons\">\n<div class=\"dm-buttons-left\">\n<div class=\"dm-button-snippet red-button\"><\/div>\n<div class=\"dm-button-snippet orange-button\"><\/div>\n<div class=\"dm-button-snippet green-button\"><\/div>\n<\/div>\n<div class=\"dm-buttons-right\"><a><span class=\"dm-copy-text\">Copy Code<\/span><span class=\"dm-copy-confirmed\">Copied<\/span><span class=\"dm-error-message\">Use a different Browser<\/span><\/a><\/div>\n<\/div>\n<pre class=\"no-line-numbers\"><code class=\"no-wrap language-php\">app_py += \"\"\"\ndef dashboard_page():\n   return rx.hstack(\n       sidebar(),\n       rx.box(\n           rx.heading(\"Dashboard\", size=\"8\"),\n           rx.cond(State.user != \"\", rx.text(f\"Hi {State.user}, here is your activity\")),\n           rx.vstack(\n               rx.suspense(stats_cards, fallback=rx.text(\"Loading stats...\")),\n               rx.suspense(tags_bar, fallback=rx.text(\"Loading tags...\")),\n               spacing=\"4\"\n           ),\n           padding=\"2rem\", width=\"100%\"\n       ),\n       width=\"100%\"\n   )\n\n\ndef board_page():\n   return rx.hstack(\n       sidebar(),\n       rx.box(\n           rx.heading(\"Notes Board\", size=\"8\"),\n           rx.hstack(\n               rx.input(placeholder=\"search...\", value=State.search, on_change=State.set_search, width=\"50%\"),\n               rx.button(\"Toggle sort\", on_click=State.toggle_sort),\n               rx.button(\"Clear done\", on_click=State.clear_done, color_scheme=\"red\"),\n               spacing=\"2\"\n           ),\n           rx.hstack(\n               rx.input(placeholder=\"note content\", value=State.new_content, on_change=State.set_new_content, width=\"60%\"),\n               rx.input(placeholder=\"tag\", value=State.new_tag, on_change=State.set_new_tag, width=\"20%\"),\n               rx.button(\"Add\", on_click=State.add_note),\n               spacing=\"2\"\n           ),\n           rx.cond(State.toast_msg != \"\", rx.callout(State.toast_msg, icon=\"info\")),\n           rx.suspense(notes_list, fallback=rx.text(\"Loading notes...\")),\n           padding=\"2rem\", width=\"100%\"\n       ),\n       width=\"100%\"\n   )\n\n\napp = rx.App()\napp.add_page(dashboard_page, route=\"\/\", title=\"RC Dashboard\")\napp.add_page(board_page, route=\"\/board\", title=\"Notes Board\")\napp.compile()\n\"\"\"\npathlib.Path(\"app.py\").write_text(app_py)\nsubprocess.run([\"reflex\", \"run\", \"--env\", \"prod\", \"--backend-only\"], check=False)<\/code><\/pre>\n<\/div>\n<\/div>\n<p>Finally, we assemble the dashboard and board pages and compile the entire Reflex app. We add navigation, input fields, buttons, and live statistics to create a fully interactive interface. We conclude by running the backend server, bringing our advanced Reflex app to life.<\/p>\n<p>In conclusion, we developed and ran a full-featured Reflex application that integrates stateful logic, dynamic components, and a persistent SQLite database, all from within Python. We witness how easily we can define both frontend and backend behavior using a unified reactive framework. Through this step-by-step process, we gain practical insight into managing asynchronous state updates, composing UI elements declaratively, and extending the app with multi-page navigation and analytics.<\/p>\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<p>Check out the\u00a0<strong><a href=\"https:\/\/github.com\/Marktechpost\/AI-Tutorial-Codes-Included\/blob\/main\/ML%20Project%20Codes\/advanced_reflex_reactive_webapp_Marktechpost.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">FULL CODES here<\/a><\/strong>. Feel free to check out our\u00a0<strong><mark><a href=\"https:\/\/github.com\/Marktechpost\/AI-Tutorial-Codes-Included\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub Page for Tutorials, Codes and Notebooks<\/a><\/mark><\/strong>.\u00a0Also,\u00a0feel free to follow us on\u00a0<strong><a href=\"https:\/\/x.com\/intent\/follow?screen_name=marktechpost\" target=\"_blank\" rel=\"noreferrer noopener\"><mark>Twitter<\/mark><\/a><\/strong>\u00a0and don\u2019t forget to join our\u00a0<strong><a href=\"https:\/\/www.reddit.com\/r\/machinelearningnews\/\" target=\"_blank\" rel=\"noreferrer noopener\">100k+ ML SubReddit<\/a><\/strong>\u00a0and Subscribe to\u00a0<strong><a href=\"https:\/\/www.aidevsignals.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">our Newsletter<\/a><\/strong>. Wait! are you on telegram?\u00a0<strong><a href=\"https:\/\/t.me\/machinelearningresearchnews\" target=\"_blank\" rel=\"noreferrer noopener\">now you can join us on telegram as well.<\/a><\/strong><\/p>\n<p>The post <a href=\"https:\/\/www.marktechpost.com\/2025\/11\/08\/how-to-build-an-advanced-multi-page-reflex-web-application-with-real-time-database-dynamic-state-management-and-reactive-ui\/\">How to Build an Advanced Multi-Page Reflex Web Application with Real-Time Database, Dynamic State Management, and Reactive UI<\/a> appeared first on <a href=\"https:\/\/www.marktechpost.com\/\">MarkTechPost<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>In this tutorial, we build an advanced Reflex web application entirely in Python that runs seamlessly inside Colab. We design the app to demonstrate how Reflex enables full-stack development with no JavaScript, just reactive Python code. We create a complete notes-management dashboard featuring two pages, real-time database interactions, filtering, sorting, analytics, and user personalization. We progressively construct the project in five clean snippets, covering setup, configuration, model and state management, user interface design, and final execution, which provides us with a hands-on understanding of Reflex\u2019s declarative architecture and reactivity system. Check out the\u00a0FULL CODES here. Copy CodeCopiedUse a different Browser import os, subprocess, sys, pathlib APP = &#8220;reflex_colab_advanced&#8221; os.makedirs(APP, exist_ok=True) os.chdir(APP) subprocess.run([sys.executable, &#8220;-m&#8221;, &#8220;pip&#8221;, &#8220;install&#8221;, &#8220;-q&#8221;, &#8220;reflex==0.5.9&#8221;]) We set up our working environment and installed Reflex inside Colab. We create a new project directory and ensure the framework is ready for use. We prepare the base environment so our app can run smoothly later without dependency issues. Check out the\u00a0FULL CODES here. Copy CodeCopiedUse a different Browser rxconfig = &#8220;&#8221;&#8221; import reflex as rx class Config(rx.Config): app_name = &#8220;reflex_colab_advanced&#8221; db_url = &#8220;sqlite:\/\/\/reflex.db&#8221; config = Config() &#8220;&#8221;&#8221; pathlib.Path(&#8220;rxconfig.py&#8221;).write_text(rxconfig) We define the configuration file that specifies the app name and database connection. We connect Reflex to a local SQLite database to store our notes. We maintain this configuration as minimal as possible while still being essential for managing persistent data. Check out the\u00a0FULL CODES here. Copy CodeCopiedUse a different Browser app_py = &#8220;&#8221;&#8221; import reflex as rx class Note(rx.Model, table=True): content: str tag: str = &#8220;general&#8221; done: bool = False class State(rx.State): user: str = &#8220;&#8221; search: str = &#8220;&#8221; tag_filter: str = &#8220;all&#8221; sort_desc: bool = True new_content: str = &#8220;&#8221; new_tag: str = &#8220;general&#8221; toast_msg: str = &#8220;&#8221; def set_user(self, v: str): self.user = v def set_search(self, v: str): self.search = v def set_tag_filter(self, v: str): self.tag_filter = v def set_new_content(self, v: str): self.new_content = v def set_new_tag(self, v: str): self.new_tag = v def toggle_sort(self): self.sort_desc = not self.sort_desc async def add_note(self): if self.new_content.strip(): await Note.create(content=self.new_content.strip(), tag=self.new_tag.strip() or &#8220;general&#8221;) self.new_content = &#8220;&#8221;; self.toast_msg = &#8220;Note added&#8221; async def toggle_done(self, note_id: int): note = await Note.get(id=note_id) if note: await note.update(done=not note.done) async def delete_note(self, note_id: int): await Note.delete(id=note_id) self.toast_msg = &#8220;Deleted&#8221; async def clear_done(self): items = await Note.all() for n in items: if n.done: await Note.delete(id=n.id) self.toast_msg = &#8220;Cleared done notes&#8221; async def notes_filtered(self): items = await Note.all() q = self.search.lower() if q: items = [n for n in items if q in n.content.lower() or q in n.tag.lower()] if self.tag_filter != &#8220;all&#8221;: items = [n for n in items if n.tag == self.tag_filter] items.sort(key=lambda n: n.id, reverse=self.sort_desc) return items async def stats(self): items = await Note.all() total = len(items) done = len([n for n in items if n.done]) tags = {} for n in items: tags[n.tag] = tags.get(n.tag, 0) + 1 top_tags = sorted(tags.items(), key=lambda x: x[1], reverse=True)[:5] return {&#8220;total&#8221;: total, &#8220;done&#8221;: done, &#8220;pending&#8221;: total &#8211; done, &#8220;tags&#8221;: top_tags} &#8220;&#8221;&#8221; We define our data model Note and the reactive State class that controls user input, filtering, and database operations. We manage asynchronous actions, such as adding, deleting, and updating notes. We also include logic for computing statistics dynamically from stored data. Check out the\u00a0FULL CODES here. Copy CodeCopiedUse a different Browser app_py += &#8220;&#8221;&#8221; def sidebar(): return rx.vstack( rx.heading(&#8220;RC Advanced&#8221;, size=&#8221;6&#8243;), rx.link(&#8220;Dashboard&#8221;, href=&#8221;\/&#8221;), rx.link(&#8220;Notes Board&#8221;, href=&#8221;\/board&#8221;), rx.text(&#8220;User&#8221;), rx.input(placeholder=&#8221;your name&#8221;, value=State.user, on_change=State.set_user), spacing=&#8221;3&#8243;, width=&#8221;15rem&#8221;, padding=&#8221;1rem&#8221;, border_right=&#8221;1px solid #eee&#8221; ) async def stats_cards(): s = await State.stats() return rx.hstack( rx.box(rx.text(&#8220;Total&#8221;), rx.heading(str(s[&#8220;total&#8221;]), size=&#8221;5&#8243;), padding=&#8221;1rem&#8221;, border=&#8221;1px solid #eee&#8221;, border_radius=&#8221;0.5rem&#8221;), rx.box(rx.text(&#8220;Done&#8221;), rx.heading(str(s[&#8220;done&#8221;]), size=&#8221;5&#8243;), padding=&#8221;1rem&#8221;, border=&#8221;1px solid #eee&#8221;, border_radius=&#8221;0.5rem&#8221;), rx.box(rx.text(&#8220;Pending&#8221;), rx.heading(str(s[&#8220;pending&#8221;]), size=&#8221;5&#8243;), padding=&#8221;1rem&#8221;, border=&#8221;1px solid #eee&#8221;, border_radius=&#8221;0.5rem&#8221;), spacing=&#8221;4&#8243; ) def tag_pill(tag: str, count: int = 0): return rx.badge( f&#8221;{tag} ({count})&#8221; if count else tag, on_click=State.set_tag_filter(tag), cursor=&#8221;pointer&#8221;, color_scheme=&#8221;blue&#8221; if tag == State.tag_filter else &#8220;gray&#8221; ) async def tags_bar(): s = await State.stats() tags = [(&#8220;all&#8221;, s[&#8220;total&#8221;])] + s[&#8220;tags&#8221;] return rx.hstack(*[tag_pill(t[0], t[1]) for t in tags], spacing=&#8221;2&#8243;, wrap=&#8221;wrap&#8221;) def note_row(note: Note): return rx.hstack( rx.hstack( rx.checkbox(is_checked=note.done, on_change=State.toggle_done(note.id)), rx.text(note.content, text_decoration=&#8221;line-through&#8221; if note.done else &#8220;none&#8221;), ), rx.badge(note.tag, color_scheme=&#8221;green&#8221;), rx.button(&#8220;&#8221;, on_click=State.delete_note(note.id), color_scheme=&#8221;red&#8221;, size=&#8221;1&#8243;), justify=&#8221;between&#8221;, width=&#8221;100%&#8221; ) async def notes_list(): items = await State.notes_filtered() return rx.vstack(*[note_row(n) for n in items], spacing=&#8221;2&#8243;, width=&#8221;100%&#8221;) &#8220;&#8221;&#8221; We design modular UI components, including the sidebar, tag filters, and individual note rows. We use Reflex elements like vstack, hstack, and suspense to build responsive layouts. We ensure that each UI element directly reflects state changes in real-time. Check out the\u00a0FULL CODES here. Copy CodeCopiedUse a different Browser app_py += &#8220;&#8221;&#8221; def dashboard_page(): return rx.hstack( sidebar(), rx.box( rx.heading(&#8220;Dashboard&#8221;, size=&#8221;8&#8243;), rx.cond(State.user != &#8220;&#8221;, rx.text(f&#8221;Hi {State.user}, here is your activity&#8221;)), rx.vstack( rx.suspense(stats_cards, fallback=rx.text(&#8220;Loading stats&#8230;&#8221;)), rx.suspense(tags_bar, fallback=rx.text(&#8220;Loading tags&#8230;&#8221;)), spacing=&#8221;4&#8243; ), padding=&#8221;2rem&#8221;, width=&#8221;100%&#8221; ), width=&#8221;100%&#8221; ) def board_page(): return rx.hstack( sidebar(), rx.box( rx.heading(&#8220;Notes Board&#8221;, size=&#8221;8&#8243;), rx.hstack( rx.input(placeholder=&#8221;search&#8230;&#8221;, value=State.search, on_change=State.set_search, width=&#8221;50%&#8221;), rx.button(&#8220;Toggle sort&#8221;, on_click=State.toggle_sort), rx.button(&#8220;Clear done&#8221;, on_click=State.clear_done, color_scheme=&#8221;red&#8221;), spacing=&#8221;2&#8243; ), rx.hstack( rx.input(placeholder=&#8221;note content&#8221;, value=State.new_content, on_change=State.set_new_content, width=&#8221;60%&#8221;), rx.input(placeholder=&#8221;tag&#8221;, value=State.new_tag, on_change=State.set_new_tag, width=&#8221;20%&#8221;), rx.button(&#8220;Add&#8221;, on_click=State.add_note), spacing=&#8221;2&#8243; ), rx.cond(State.toast_msg != &#8220;&#8221;, rx.callout(State.toast_msg, icon=&#8221;info&#8221;)), rx.suspense(notes_list, fallback=rx.text(&#8220;Loading notes&#8230;&#8221;)), padding=&#8221;2rem&#8221;, width=&#8221;100%&#8221; ), width=&#8221;100%&#8221; ) app = rx.App() app.add_page(dashboard_page, route=&#8221;\/&#8221;, title=&#8221;RC Dashboard&#8221;) app.add_page(board_page, route=&#8221;\/board&#8221;, title=&#8221;Notes Board&#8221;) app.compile() &#8220;&#8221;&#8221; pathlib.Path(&#8220;app.py&#8221;).write_text(app_py) subprocess.run([&#8220;reflex&#8221;, &#8220;run&#8221;, &#8220;&#8211;env&#8221;, &#8220;prod&#8221;, &#8220;&#8211;backend-only&#8221;], check=False) Finally, we assemble the dashboard and board pages and compile the entire Reflex app. We add navigation, input fields, buttons, and live statistics to create a fully interactive interface. We conclude by running the backend server, bringing our advanced Reflex app to life. In conclusion, we developed and ran a full-featured Reflex application that integrates stateful logic, dynamic components, and a persistent SQLite database, all from within Python. We witness how easily we can define both frontend and backend behavior using a unified reactive framework. Through this step-by-step process, we gain practical insight into managing asynchronous state updates, composing UI elements declaratively, and extending the app with multi-page navigation and analytics. Check out the\u00a0FULL CODES here. Feel free to check out our\u00a0GitHub Page for Tutorials, Codes and Notebooks.\u00a0Also,\u00a0feel free to follow us on\u00a0Twitter\u00a0and don\u2019t forget to join our\u00a0100k+ ML SubReddit\u00a0and Subscribe to\u00a0our Newsletter. Wait! are you on telegram?\u00a0now you can join us on telegram as well. 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