## Why ClawFort currently publishes content in a single language, which limits accessibility for regional audiences. Adding multilingual delivery now improves usability for Tamil and Malayalam readers while keeping the current English workflow intact. ## What Changes - **New Capabilities:** - Persist the fetched articles locally in database. - Generate Tamil and Malayalam translations for each newly created article using Perplexity. - Store translated variants as language-specific content items linked to the same base article. - Add a language selector on the landing page to switch article rendering language. - Persist user language preference in browser storage (local storage or cookie) and restore it for returning users. - **Frontend:** - Add visible language switcher UI on the one-page experience. - Render hero and feed content in selected language when translation exists. - **Backend:** - Extend content generation flow to request and save multilingual outputs. - Serve language-specific content for existing API reads. ## Capabilities ### New Capabilities - `article-translations-ml-tm`: Create and store Tamil and Malayalam translated content variants for each article at creation time. - `language-aware-content-delivery`: Return and render language-specific article fields based on selected language. - `language-preference-persistence`: Persist and restore user-selected language across sessions for returning users. ### Modified Capabilities - None. ## Impact - **Code:** Backend aggregation/storage flow, API response handling, and frontend rendering/state management will be updated. - **APIs:** Existing read endpoints will need language-aware response behavior or language selection input handling. - **Dependencies:** Reuses Perplexity integration; no mandatory new external provider expected. - **Infrastructure:** No deployment topology changes. - **Environment:** Uses existing Perplexity configuration; may introduce optional translation toggles/settings later. - **Data:** Adds translation data model/fields linked to each source article.