berihunG/endoIR

this is Ethiopian local search engine implemented for 7+ language of version 1.0, the 7 languages am,tig,oromo,afar,guragie,wolayta,somali # EndoIR SQLite Advanced Project This version includes the requested updates. ## Updates Implemented 1. Admin role no longer sees Content Provider Portal. 2. Create Account moved to the Settings page, similar to Google account management. 3. Content Provider can upload Excel data. 4. Content Provider can upload any file type, including documents, audio, and video. 5. Search results are organized into Google-like tabs: - AI - Short - Forums - More 6. Evaluation is automatic: - User enters only a query. - User chooses Top-K. - System automatically uses Top-K retrieved documents as relevant candidates. - System displays Precision@K, Recall@K, and F1@K with a bar chart. 7. SQLite database is used instead of Excel/CSV-style storage: - `data/endoir.db` - tables: `users`, `documents`, `files` ## Demo Accounts | Role | Username | Password | |---|---|---| | Admin | admin | admin123 | | Content Provider | provider | provider123 | | End User | enduser | end123 | ## Run ```bash pip install -r requirements.txt python -m streamlit run app.py ``` ## Notes Excel upload expects columns such as `title`, `language`, `category`, and `content`. If some columns are missing, the system attempts to infer the searchable content from available cells. ## Latest UI Update - Settings and About are removed from the left sidebar. - A top-right six-dot style menu now provides: - Create Account - About - Evaluation metrics are more visible using: - large metric cards, - progress indicator, - larger bar chart. ## Language Filter Update - Admin Panel now includes document language filtering. - Content Provider Portal now includes document language filtering. ## Guragegna Real Religious Dataset Update - Removed the previous synthetic Guragegna demo content. - Added 20 real uploaded Guragegna religious PDF documents. - Each PDF is indexed as a searchable Guragegna Religious document. - Each PDF is also stored as a downloadable file in the uploads folder. - Removed the black rounded lo …