nandu-reddy-kalluri/newsdraft

# AI Telugu News Draft Assistant An intelligent, generative AI-powered newsroom productivity workspace tailored for Telugu news editors (e.g. *Namaste Telangana* and *Telangana Today*). It transforms English press releases and source feeds into publishing-ready Telugu news packages in under 5 seconds. --- ## 📰 Overview In fast-paced newsrooms, translation and drafting can consume significant editing time. This application acts as a digital co-editor: 1. Translates English source text to natural, professional, newspaper-style Telugu. 2. Generates attention-grabbing Telugu Headlines and Subheadlines. 3. Automatically writes a concise 50-word abstractive Telugu Summary. 4. Extracts 3 Key Factual bullet points containing critical statistics or events. 5. Recommends 5 to 10 suggested news tags/keywords for content categorization. Unlike generic chatbots, the application features a **News CMS Dashboard** where all generated fields are rendered in interactive input forms, letting the editor fine-tune, edit, and copy outputs on the fly. --- ## ✨ Features - **English-to-Telugu News Draft Generation**: Natural translation avoiding awkward literal translations, capturing regional phrases. - **Headline & Subheadline Generator**: Journalistic headlines matching Telugu news print styles. - **50-word Abstractive Summary**: Instant executive summary for notifications or front-page tickers. - **Key Facts Extractor**: Auto-detects numbers, dates, and metrics to compile the core points of the story. - **Tag Suggestions**: Recommends categories and SEO keywords. - **CMS Workspace UI**: Dual-panel editor containing input panel on the left and full-text fields on the right, fully editable in real time. --- ## ⚙️ Architecture ``` [English Press Release / Feed] ↓ (Left Panel Input) [FastAPI POST /generate] ↓ (Structured API Request) [Gemini 2.5 Flash Model] ↓ (Structured JSON Response) [Pydantic Type & Bounds Validation] ↓ [Interactive CMS Editor Form] (Right Panel) ``` --- ## …