autumn-automation

byTest

okay i need to create a project , i need you to create a automation system using which we can automate article genration tasks , so basically in that we will need to enter a simple automation tool that activates every Monday and thursday , it will already have the data of the user's industry and it will choose , it will do a websearch using apis ( either duck duck go or gemini or somehting that will be used to fetch the latest news about that industry withing last 72 to 84 hour ) , and based on that it will create a article about that in simple terms and easy to understand words and it will get autmatically publihsind on my website

LandingSignupScheduleArticlesSettingsSetupDashboard
Landing

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Architecture

Service Dependenciesv2
User CMS Targets
News Sources
External AI
Storage
LiteLLM Gateway :4000
Backend :7011
Frontend :7012
Client
WordPress
Ghost
Webflow
Custom API
DuckDuckGo Search API
Gemini Search API
GPT 5.2 (Article Generation)
Gemini 3 Pro (News Fetch)
MySQL :3306
Redis :6379
LiteLLM
FastAPI Server
APScheduler (IST Cron)
LangChain Orchestrator
React App
Browser
Landing: View Features
Signup: Create Account
Setup: Set Industry Preferences
Dashboard: View Automation Status
Schedule: Configure Publish Days
Articles: Preview Generated Article
Articles: Approve or Skip
Settings: Update Preferences