🎬 What's Up?

Autonomous Philosophical Media Engine
AI-powered deep dives into the existential depths of cinema

What is this? • How it Works • Features • Sunday Special • Image Workflow • Tech Stack • Quick Start • Configuration

🤔 What is This?

What's Up? is a fully autonomous blog that generates philosophical movie and TV series analyses using AI. Unlike typical movie review sites that focus on ratings and plot summaries, this platform explores:

🧠 Existential themes — What does this film say about the human condition?
🔮 Metaphysical questions — How does it challenge our perception of reality?
💭 Philosophical frameworks — What schools of thought does it embody?
❤️ Emotional resonance — Why does this story move us?

"We don't just watch films. We explore the questions they dare to ask."

📊 At a Glance

Metric	Value	Details
📝 Weekly Posts	25	24 (Mon-Sat) + 1 (Sunday Recap)
🎬 Movie Library	572 films	Curated IMDb watchlist
📺 Series Library	105 shows	Carefully selected
🖼️ Image Format	WebP	Compressed to <500KB
🤖 AI Model	Gemini 2.5 Flash	800-2000 words per post
⏱️ Automation	100%	Zero manual intervention
🌟 Sunday Special	Weekly Recap	Synthesizes week's posts

⚙️ How It Works https://422442.github.io/What_Flow/

┌─────────────────────────────────────────────────────────────────────────────┐
│                           🕐 GITHUB ACTIONS                                 │
│                    Triggers automatically 1-2 times daily                   │
│                                                                             │
│     Mon-Sat: 08:30 AM + 05:30 PM IST (4 posts/day = 24/week)             │
│     Sunday:  08:30 AM (notification) + 07:30 PM (1 recap post)            │
└─────────────────────────────────────────────────────────────────────────────┘
                                      │
                                      ▼
┌─────────────────────────────────────────────────────────────────────────────┐
│                           🐍 PYTHON AUTOMATION                              │
│                                                                             │
│   ┌──────────────┐    ┌──────────────┐    ┌──────────────┐                │
│   │  📋 READ     │    │  🎬 FETCH    │    │  🖼️ PROCESS  │                │
│   │  CSV Lists   │───▶│  TMDB Data   │───▶│  Images      │                │
│   │  (IMDb IDs)  │    │  (metadata)  │    │  (WebP)      │                │
│   └──────────────┘    └──────────────┘    └──────────────┘                │
│                                                  │                          │
│                                                  ▼                          │
│   ┌──────────────┐    ┌──────────────┐    ┌──────────────┐                │
│   │  📝 CREATE   │    │  🤖 GENERATE │    │  🧠 ANALYZE  │                │
│   │  Jekyll Post │◀───│  Content     │◀───│  with Gemini │                │
│   │  (.md file)  │    │  (markdown)  │    │  AI          │                │
│   └──────────────┘    └──────────────┘    └──────────────┘                │
└─────────────────────────────────────────────────────────────────────────────┘
                                      │
                                      ▼
┌─────────────────────────────────────────────────────────────────────────────┐
│                           🌐 GITHUB PAGES                                   │
│                                                                             │
│              Jekyll builds static HTML → Live website updated               │
│                    https://ns81000.github.io/WHATSUP                        │
└─────────────────────────────────────────────────────────────────────────────┘

The Complete Flow

Step	What Happens	Technology
1️⃣	GitHub Actions triggers on schedule	Cron jobs (UTC)
2️⃣	Python script reads from IMDb CSV lists	Pandas
3️⃣	Fetches movie/series data from TMDB API	REST API
4️⃣	Downloads and optimizes images to WebP (<500KB)	Pillow
5️⃣	Gemini AI generates philosophical analysis	Google Gemini 2.5 Flash
6️⃣	Creates Jekyll markdown post with frontmatter	Python
7️⃣	Commits and pushes to repository	Git
8️⃣	Jekyll builds and deploys to GitHub Pages	GitHub Actions

✨ Features

🤖 Fully Autonomous

Zero human intervention required. The system runs 24/7, generating fresh content every day.

📅 Smart Scheduling

Day	Runs	Posts	Timing (IST)
Monday - Saturday	2	4 posts	08:30 AM, 05:30 PM
Sunday	2	1 recap	08:30 AM (notification), 07:30 PM (recap)

Weekly output: 25 posts (24 regular + 1 Sunday recap)

🖼️ Intelligent Image Handling

TMDB API Available?
       │
       ├── YES → Download backdrop → Convert to WebP → Compress to <500KB
       │
       └── NO → Pre-check system alerts you 6 hours in advance
                      │
                      ├── Telegram Bot notification
                      └── Email notification (SMTP)
                              │
                              ▼
                      Upload manually → Next run processes it

🧠 AI-Powered Content

Each post includes:

Section	Description
Opening Hook	Philosophical quote or thought-provoking question
Thematic Analysis	Deep dive into existential/metaphysical themes
Character Study	Psychological examination of key characters
Visual Storytelling	Analysis of cinematography and symbolism
The Question It Asks	Core philosophical inquiry of the work
Streaming Info	Where to watch (via TMDB data)

🏷️ Mood Categorization

Every post is tagged with a philosophical mood:

Mood	Description	Example Films
🧠 Cerebral	Intellectually challenging	Inception, Primer
😢 Melancholy	Sad, wistful	Eternal Sunshine, Her
🌅 Hopeful	Optimistic, uplifting	The Shawshank Redemption
⚡ Intense	High tension, gripping	Whiplash, Uncut Gems
🕰️ Nostalgic	Evokes longing	Cinema Paradiso
❓ Existential	Questions existence	Blade Runner, 2001
💕 Romantic	Love-focused	Before Sunrise
🦸 Heroic	Triumphant, inspiring	Rocky, Gladiator
🌑 Dystopian	Dark future	The Matrix, Children of Men
🌀 Surreal	Dreamlike, abstract	Mulholland Drive

🔍 Pre-Check System

The system looks ahead at the next scheduled items:

# Before processing current items, check if NEXT items have images
if not check_image_availability(next_movie):
    trigger_manual_fallback()  # Sends Telegram/Email alert

This gives you 6+ hours to manually upload images before they're needed.

🌟 Sunday Special - Weekly Recap

Every Sunday has two runs with different purposes:

🌅 Sunday Morning (08:30 AM IST / 03:00 UTC) - Notification Only

Purpose: Give you the full day to upload a custom hero image!

What Happens:

✉️ Email sent with week's summary (all 24 posts from Mon-Sat)
📱 Telegram notification with upload token
⏸️ Script exits - no post generation yet
⏰ Deadline reminder: Upload before 7:30 PM IST

Sample Email:

🌟 Sunday Special - Weekly Recap Coming Tonight!

This week's posts:
1. Film A (Monday)
2. Film B (Monday)
...
24. Film X (Saturday)

📸 Upload Hero Image - Deadline: 7:30 PM IST
Token: RECAP_W5_2026

Tonight at 7:30 PM: Script will check Telegram + generate recap

🌙 Sunday Evening (07:30 PM IST / 14:00 UTC) - Recap Generation

Purpose: Generate and publish the weekly synthesis!

What Happens:

🔍 Check Telegram for uploaded image (token: RECAP_W5_2026)
🖼️ Process image if found (or continue without)
🤖 Generate recap weaving all 24 posts into one narrative
📝 Publish post with or without hero image
✅ Complete - week's journey documented

What Makes It Special?

Feature	Description
⏰ Split Workflow	Morning notification + Evening generation (19.5 hour gap)
📊 Weekly Summary	Lists all 24 posts from Monday-Saturday
🧵 Thematic Synthesis	AI finds common philosophical threads across all films
📖 1500-2000 Words	Longer, more comprehensive than regular posts
💭 6-8 Philosopher Quotes	Nietzsche, Camus, Sartre, Heidegger, etc.
🎨 Optional Hero Image	Upload anytime before 7:30 PM (or skip it)
✨ Beautiful Formatting	Multiple blockquotes, horizontal rules, rich markdown

How It Works

graph TD
    A[Sunday 03:00 UTC<br/>Morning Run] --> B[Get Week's 24 Posts]
    B --> C[Send Email Summary]
    C --> D[Send Telegram Notification]
    D --> E[EXIT - Wait for Evening]
    
    F[User Has All Day] --> G{Upload Image?}
    G -->|Yes| H[Upload with Token<br/>RECAP_W5_2026]
    G -->|No| I[Skip - That's Fine!]
    
    H --> J[Sunday 14:00 UTC<br/>Evening Run]
    I --> J
    
    J --> K{Check Telegram}
    K -->|Image Found| L[Download & Process]
    K -->|No Image| M[Continue Without]
    
    L --> N[Generate Weekly Recap<br/>with Gemini AI]
    M --> N
    
    N --> O[Publish Post]
    O --> P{Image Status?}
    P -->|Had Image| Q[✅ Complete with Hero]
    P -->|No Image| R[✅ Complete Text-Only]

Week Calculation Logic

def get_week_posts_from_history():
    today = datetime.now()
    
    if today.weekday() == 6:  # Sunday
        # Use THIS week's Monday (current week being completed)
        monday = today - timedelta(days=6)
    else:
        # For any other day, get most recent Monday
        monday = today - timedelta(days=today.weekday())
    
    # Calculate end of week
    sunday = monday + timedelta(days=6)
    
    # Filter: monday <= post_date <= sunday
    # Ensures only current week's posts are included

Sample Weekly Recap Structure

---
title: "Echoes of Eternity: A Week Through Time, Memory, and Becoming"
categories: [Weekly Recap, Philosophical]
tags: [Cerebral, Existential, Profound]
---

> "Time is the substance of which I am made..." — Jorge Luis Borges
{: .prompt-tip }

This week, cinema became our **philosophical laboratory**...

## The Philosophical Thread
[Reveals common themes across all 24 films]

> "Memory is not what we remember..." — André Bazin
{: .prompt-info }

## The Journey Through Cinema

**Film 1**: How it explores mortality and choice...
**Film 2**: Its meditation on identity and becoming...
[Continues through all 24 posts]

---

## Deeper Waters: The Human Condition

[Synthesis of universal truths]

> "The absurd is the essential concept..." — Albert Camus
{: .prompt-warning }

[Final reflections and questions for the reader]

🖼️ Image Workflow - Intelligent Fallback System

The system has a sophisticated 3-tier image handling strategy:

Tier 1: TMDB API (Primary)

┌─────────────────────────────────────────┐
│  Check TMDB for High-Quality Images    │
│  Requirement: width >= 1920px           │
└─────────────────────────────────────────┘
                  │
         ┌────────┴────────┐
         │                 │
    ✅ Found          ❌ Not Found
         │                 │
         ▼                 ▼
   Download &          Go to Tier 2
   Process           (Pre-Check Alert)

Tier 2: Pre-Check Alert System (6-Hour Warning)

When TMDB doesn't have images for the NEXT scheduled post:

1. Telegram Notification:

🎬 Manual Upload Required

Title: Inception
IMDb ID: tt1375666

📸 Upload Images with These Captions:

1️⃣ HERO_tt1375666 (Landscape/Backdrop - REQUIRED)
2️⃣ IMG1_tt1375666 (Optional)
3️⃣ IMG2_tt1375666 (Optional)
4️⃣ IMG3_tt1375666 (Optional)

⏰ Deadline: Before next scheduled run (~6 hours)

2. Email Alert:

Subject: 🎬 Action Required: Image Missing for Inception

⚠️ Manual Image Upload Required
Title: Inception
IMDb ID: tt1375666

Please check your Telegram and upload required images.

Tier 3: Graceful Fallback

If no images are available (even after alert):

# Script continues without blocking
if not images:
    print("⚠️ No images available - post will be created without hero image")
    has_images = False
    
# Gemini generates post anyway
content = generate_blog_post(data, tmdb_data, media_type, has_images=False)

Image Detection Rules

Scenario	HERO Image	Body Images	Alert Sent?	Result
Perfect	✅ ≥1920px	✅ 3 images	❌ No	All images downloaded
Good	✅ ≥1920px	⚠️ 2 images	❌ No	Hero + 2 images
Acceptable	✅ ≥1920px	❌ 0 images	❌ No	Hero only
Alert!	❌ None	✅ Any	✅ YES	Only HERO missing triggers alert
Fallback	❌ None	❌ None	✅ YES	Post created text-only

Key Point: Only the HERO image (landscape, ≥1920px) triggers notifications. Body images (IMG1-3) are completely optional.

Complete Image Flow Example

Thursday 03:00 UTC - Current Run:

1. Process Movie "Interstellar"
   ├─ check_telegram_for_uploads(tt0816692)
   │  └─ Not found (no manual upload)
   │
   ├─ fetch_tmdb_data(tt0816692)
   │  └─ Found: 15 backdrops
   │
   ├─ download_and_process_images()
   │  ├─ Download hero (3840x2160) → tt0816692_hero.webp (485KB) ✅
   │  ├─ Download img1 (1920x1080) → tt0816692_1.webp (287KB) ✅
   │  └─ Download img2 (1920x1080) → tt0816692_2.webp (265KB) ✅
   │
   └─ Generate post with 3 images ✅

2. Pre-Check Next Movie "Inception"
   ├─ check_image_availability(tt1375666)
   │  └─ TMDB: No backdrops >= 1920px ❌
   │
   └─ trigger_manual_fallback()
      ├─ Send Telegram notification 📱
      └─ Send email alert ✉️

Thursday 05:00 - User Uploads:

[User uploads to Telegram]
📷 Photo 1 with caption: HERO_tt1375666
📷 Photo 2 with caption: IMG1_tt1375666

Friday 09:00 UTC - Next Run:

1. Process Movie "Inception"
   ├─ check_telegram_for_uploads(tt1375666)
   │  ├─ Found HERO_tt1375666 ✅
   │  ├─ Found IMG1_tt1375666 ✅
   │  └─ Download both images
   │
   ├─ process_and_save_image()
   │  ├─ HERO → tt1375666_hero.webp (492KB) ✅
   │  └─ IMG1 → tt1375666_1.webp (298KB) ✅
   │
   ├─ Delete Telegram messages 🗑️
   │
   └─ Generate post with 2 images ✅

Sunday Special Image Handling

For weekly recaps, the system uses a simplified token:

Token: RECAP_W5_2026 (Week number + Year)

Example Telegram message:
"Upload hero image for Week 5 recap with caption: RECAP_W5_2026"

Optional: If no image uploaded, recap publishes text-only
Non-blocking: Never waits or times out
Notification: Reminds user for next week if no image provided

🛠️ Tech Stack

Core Technologies

Layer	Technology	Version	Purpose
Frontend	Jekyll + Chirpy Theme	4.3+	Beautiful, responsive static site generator
Hosting	GitHub Pages	-	Free, fast, reliable hosting with CDN
CI/CD	GitHub Actions	-	Automated workflows & cron scheduling
Language	Python	3.11+	Core automation & data processing
AI Engine	Google Gemini	2.5 Flash	Philosophical content generation
Media API	TMDB API	v3	Movie/series metadata & images
Image Processing	Pillow	10.0+	WebP conversion, resize, compression
Data Handling	Pandas	2.0+	CSV parsing & manipulation
Notifications	Telegram Bot API	-	Real-time image upload alerts
Email	SMTP (Gmail)	-	Email notifications for manual fallback
Comments	Giscus	-	GitHub Discussions-based comments
Search	Pagefind	-	Fast static site search
Analytics	Google Analytics	GA4	Traffic tracking & insights

Python Dependencies

google-generativeai>=0.8.0    # Gemini AI SDK
pandas>=2.0.0                 # Data manipulation
requests>=2.31.0              # HTTP requests
Pillow>=10.0.0                # Image processing
python-dotenv>=1.0.0          # Environment variables

Architecture Diagram

┌─────────────────────────────────────────────────────────────────────┐
│                          GITHUB REPOSITORY                          │
├─────────────────────────────────────────────────────────────────────┤
│                                                                     │
│  ┌──────────────┐      ┌──────────────┐      ┌──────────────┐    │
│  │   data/      │      │  scripts/    │      │   _posts/    │    │
│  │   movies.csv │      │   main.py    │      │  (auto-gen)  │    │
│  │   series.csv │      │              │      │              │    │
│  └──────┬───────┘      └──────┬───────┘      └──────▲───────┘    │
│         │                     │                     │             │
│         └──────────┬──────────┘                     │             │
│                    │                                │             │
│                    ▼                                │             │
│         ┌──────────────────────┐                   │             │
│         │  GITHUB ACTIONS      │                   │             │
│         │  ┌────────────────┐  │                   │             │
│         │  │ daily_post.yml │──┼───────────────────┘             │
│         │  └────────────────┘  │                                 │
│         └──────────────────────┘                                 │
│                    │                                              │
└────────────────────┼──────────────────────────────────────────────┘
                     │
         ┌───────────┼───────────┐
         │           │           │
         ▼           ▼           ▼
    ┌────────┐  ┌────────┐  ┌────────┐
    │ TMDB   │  │Gemini  │  │Telegram│
    │  API   │  │   AI   │  │  Bot   │
    └────────┘  └────────┘  └────────┘
         │           │           │
         └───────────┼───────────┘
                     │
                     ▼
         ┌───────────────────────┐
         │   GITHUB PAGES CDN    │
         │ ns81000.github.io/... │
         └───────────────────────┘

Workflow Files

.github/workflows/daily_post.yml - Main automation

name: What's Up? Daily Post Automation

on:
  schedule:
    # Monday-Sunday at 03:00, 09:00, 12:00 UTC
    - cron: '0 3 * * *'
    - cron: '0 9 * * *'
    - cron: '0 12 * * *'
    # Sunday special at 14:00 UTC
    - cron: '0 14 * * 0'
  workflow_dispatch:
    inputs:
      skip_delay:
        description: 'Skip random delay'
        type: boolean
        default: false

jobs:
  generate-and-publish:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repository
      - name: Set up Python 3.11
      - name: Install dependencies
      - name: Run automation script
      - name: Commit and push changes

.github/workflows/pages-deploy.yml - Jekyll deployment

name: Deploy Jekyll with GitHub Pages

on:
  push:
    branches: [main]
    paths-ignore:
      - .gitignore
      - README.md
      - LICENSE

jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout
      - name: Setup Pages
      - name: Setup Ruby
      - name: Build with Jekyll
      - name: Upload artifact

  deploy:
    needs: build
    runs-on: ubuntu-latest
    steps:
      - name: Deploy to GitHub Pages

📁 Project Structure

WHATSUP/
│
├── 📂 .github/workflows/          # GitHub Actions
│   ├── daily_post.yml             # Main automation (4-5 posts/day)
│   └── pages-deploy.yml           # Jekyll build & deploy
│
├── 📂 _posts/                     # Generated blog posts (auto-populated)
│   ├── 2026-02-02-interstellar-beyond-the-stars.md
│   ├── 2026-02-02-breaking-bad-the-descent.md
│   └── ... (grows daily)
│
├── 📂 assets/
│   ├── 📂 img/
│   │   ├── 📂 posts/              # Post images (WebP, <500KB)
│   │   │   ├── tt0816692_hero.webp
│   │   │   └── ...
│   │   └── 📂 favicons/           # Site icons
│   └── 📂 css/                    # Stylesheets
│
├── 📂 data/                       # Automation data
│   ├── movies.csv                 # 572 movies (IMDb export)
│   ├── series.csv                 # 105 series (IMDb export)
│   ├── history.log                # Processed IMDb IDs
│   └── metadata_db.json           # Mood/theme tracking
│
├── 📂 scripts/                    # Python automation
│   ├── main.py                    # Master script (~900 lines)
│   └── requirements.txt           # Python dependencies
│
├── 📂 _tabs/                      # Navigation pages
│   ├── about.md                   # About page
│   ├── archives.md                # Post archives
│   ├── categories.md              # Category listing
│   └── tags.md                    # Tag listing
│
├── 📂 _data/                      # Jekyll data files
│   ├── authors.yml
│   ├── contact.yml
│   └── 📂 locales/                # Translations
│
├── 📂 _includes/                  # Jekyll partials
├── 📂 _layouts/                   # Page templates
├── 📂 _sass/                      # Stylesheets (SCSS)
│
├── _config.yml                    # Jekyll configuration
├── Gemfile                        # Ruby dependencies
├── index.html                     # Homepage
└── README.md                      # This file

🚀 Quick Start

Prerequisites

GitHub account
API Keys:
- Google Gemini API (free tier available)
- TMDB API (free)
Optional:
- Telegram Bot Token (for notifications)
- Gmail App Password (for email alerts)

Step 1: Fork or Clone

git clone https://github.com/Ns81000/WHATSUP.git
cd WHATSUP

Step 2: Configure GitHub Secrets

Go to Settings → Secrets and Variables → Actions → New repository secret

Secret	Required	How to Get
`GEMINI_API_KEY`	✅ Yes	Google AI Studio
`TMDB_API_KEY`	✅ Yes	TMDB Settings
`GH_PAT`	✅ Yes	GitHub Tokens (repo scope)
`TELEGRAM_BOT_TOKEN`	Optional	@BotFather
`TELEGRAM_CHAT_ID`	Optional	@userinfobot
`SMTP_EMAIL`	Optional	Your Gmail address
`SMTP_PASSWORD`	Optional	Gmail App Password
`NOTIFICATION_EMAIL`	Optional	Where to receive alerts

Step 3: Add Your IMDb Lists

Export your IMDb watchlists as CSV and place in data/:

data/
├── movies.csv    # Your movie list
└── series.csv    # Your TV series list

Required CSV columns: Const (IMDb ID), Title, Year

Step 4: Enable GitHub Pages

Go to Settings → Pages
Source: GitHub Actions
Save

Step 5: Run Manually (Optional)

Go to Actions → What's Up? Daily Post Automation
Click Run workflow
Check Skip random delay for faster testing

⚙️ Configuration

_config.yml (Key Settings)

# Site Identity
title: "What's Up?"
tagline: Exploring the Philosophical Depths of Cinema
url: "https://ns81000.github.io"
baseurl: "/WHATSUP"

# Timezone
timezone: Asia/Kolkata

# Comments (Giscus)
comments:
  provider: giscus
  giscus:
    repo: Ns81000/WHATSUP
    repo_id: # Get from giscus.app
    category: Announcements
    category_id: # Get from giscus.app

Schedule Customization

Edit .github/workflows/daily_post.yml:

on:
  schedule:
    # Format: 'minute hour * * day-of-week'
    - cron: '0 3 * * *'   # Daily at 03:00 UTC (08:30 IST)
    - cron: '0 12 * * *'  # Daily at 12:00 UTC (05:30 IST)
    - cron: '0 9 * * 0'   # Sundays only at 09:00 UTC
    - cron: '0 14 * * 0'  # Sundays only at 14:00 UTC

📊 Data Sources

Movies (572 titles)

The movie list includes carefully curated selections across:

Category	Examples
🎬 Auteur Cinema	Kubrick, Nolan, Tarantino, Villeneuve
🦸 Superhero	MCU, DCEU, X-Men, Spider-Man
🚀 Sci-Fi	Star Wars, Blade Runner, Dune
🎭 Drama	Shawshank, Godfather, Schindler's List
🇮🇳 Bollywood	Dangal, 3 Idiots, Lagaan
🎨 Animation	Pixar, Ghibli, DreamWorks
🌍 International	Parasite, Amélie, Pan's Labyrinth

TV Series (105 titles)

Category	Examples
📺 Prestige TV	Breaking Bad, The Wire, Mad Men
⚔️ Fantasy	Game of Thrones, The Witcher
🔬 Sci-Fi	Stranger Things, Black Mirror
😂 Comedy	The Office, Brooklyn Nine-Nine
🎭 Drama	Better Call Saul, Succession
🦸 Superhero	The Boys, Daredevil

🔧 Troubleshooting

Common Issues

Problem	Solution
Workflow not running	Check if Actions are enabled in repo settings
No posts generated	Verify API keys are set correctly in Secrets
Images missing	TMDB may not have images; check Telegram for fallback
Build failing	Check Gemfile.lock and Ruby version compatibility
Posts not appearing	Wait for Jekyll build to complete (~2-3 mins)

Logs

Check workflow logs at Actions → [Workflow Run] → generate-and-publish

📄 License

This project uses the MIT License.

The Jekyll theme Chirpy is also MIT licensed.

🙏 Acknowledgments

Resource	Purpose
TMDB	Movie/series metadata and images
Google Gemini	AI content generation
Chirpy Theme	Beautiful Jekyll theme
IMDb	Curated movie/series lists
Giscus	GitHub-based comments

What's Up? — Exploring the philosophical depths of cinema 🎬🧠

Made with ❤️ and 🤖

Name		Name	Last commit message	Last commit date
Latest commit History 325 Commits
.github/workflows		.github/workflows
Original		Original
_data		_data
_includes		_includes
_javascript		_javascript
_layouts		_layouts
_plugins		_plugins
_posts		_posts
_sass		_sass
_tabs		_tabs
assets		assets
data		data
scripts		scripts
.gitignore		.gitignore
Gemfile		Gemfile
LICENSE		LICENSE
README.md		README.md
_config.yml		_config.yml
index.html		index.html

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🎬 What's Up?

🤔 What is This?

📊 At a Glance

⚙️ How It Works https://422442.github.io/What_Flow/

The Complete Flow

✨ Features

🤖 Fully Autonomous

📅 Smart Scheduling

🖼️ Intelligent Image Handling

🧠 AI-Powered Content

🏷️ Mood Categorization

🔍 Pre-Check System

🌟 Sunday Special - Weekly Recap

🌅 Sunday Morning (08:30 AM IST / 03:00 UTC) - Notification Only

🌙 Sunday Evening (07:30 PM IST / 14:00 UTC) - Recap Generation

What Makes It Special?

How It Works

Week Calculation Logic

Sample Weekly Recap Structure

🖼️ Image Workflow - Intelligent Fallback System

Tier 1: TMDB API (Primary)

Tier 2: Pre-Check Alert System (6-Hour Warning)

Tier 3: Graceful Fallback

Image Detection Rules

Complete Image Flow Example

Sunday Special Image Handling

🛠️ Tech Stack

Core Technologies

Python Dependencies

Architecture Diagram

Workflow Files

📁 Project Structure

🚀 Quick Start

Prerequisites

Step 1: Fork or Clone

Step 2: Configure GitHub Secrets

Step 3: Add Your IMDb Lists

Step 4: Enable GitHub Pages

Step 5: Run Manually (Optional)

⚙️ Configuration

_config.yml (Key Settings)

Schedule Customization

📊 Data Sources

Movies (572 titles)

TV Series (105 titles)

🔧 Troubleshooting

Common Issues

Logs

📄 License

🙏 Acknowledgments

About

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