LegalEase is a Flutter-based mobile application designed to promote awareness of constitutional laws and provide citizens with the latest policy information. Leveraging a Retrieval-Augmented Generation (RAG) pipeline, the app enables users to ask queries about laws while staying updated on policy changes.
- Educate people about laws of the constitution.
- Provide up-to-date information on policies and governance.
- Encourage civic participation by making policy knowledge accessible to everyone.
├── firebase_options.dart
├── main.dart
├── models
│ ├── auth.dart
│ ├── chat.dart
│ ├── color_scheme.dart
│ ├── feed_entry.dart
│ ├── post_data.dart
│ └── tts.dart
├── providers
│ ├── bookmarks_provider.dart
│ ├── dark_mode_provider.dart
│ ├── notifiers.dart
│ └── post_categories.dart
├── screens
│ ├── all_chats.dart
│ ├── bookmarks_page.dart
│ ├── chat_screen.dart
│ ├── home_page.dart
│ ├── login.dart
│ └── post_page.dart
├── services
│ ├── get_reply.dart
│ ├── manage_messages.dart
│ ├── post_service.dart
│ └── reply_service.dart
├── widgets
│ ├── bookmark_button.dart
│ ├── bottom_navbar.dart
│ ├── conv_card.dart
│ ├── like_button.dart
│ ├── login_page_builder.dart
│ ├── main_drawer.dart
│ ├── message_box.dart
│ ├── new_chat.dart
│ ├── post_card.dart
│ ├── post_image.dart
│ ├── reply.dart
│ └── reply_loader.dart
└── widget_tree.dart
- 🔑 User Verification with Google — Secure login for all users.
- 🌓 Light & Dark Mode — Personalized user experience.
- 🤖 Chatbot — Ask questions about laws and policies using RAG-powered responses.
- 💬 Multiple Chats — Maintain separate conversations within the same chat window to ask different questions.
- 📌 Bookmark — Save important queries or policies for quick access.
- ❤ Like — Mark policies or law explanations you find useful.
- 📰 Personalized Feed — Content recommendations based on user activity such as likes, bookmarks, and watch history.
- 🎙 Speech-to-Text — Ask questions using your voice.
- 🔊 Text-to-Speech — Listen to law explanations and policy answers.
Login Page
Secure Google authentication for users.
Home Page
Displays personalized feed and navigation to other features.
Chatbot Page
Interact with the RAG-powered chatbot to ask queries about laws and policies.
Detailed View Page
View full details of policies, laws, or bookmarked content.
Bookmark Page
Access saved queries and policy information for quick reference.
- Nillanjan: Added splash screen on first start, login screen, storing user messages and conversations, creating backup mechanisms in case of cold-start or backend data mismatch (directly calling LLM), and building the frontend for chatbot.
- Sarang: Developed personalized feed for every user, integrated real-time news & posts on Firebase, prepared datasets for RAG chatbot, and handled model deployment.
- Piyush: Designed explore page with interactive cards, color themes, day/night mode, implemented persistent bookmarks & likes storage for each user, and created a new table for every user in the database.
- Prathamesh: Implemented RAG model logic, created vector embeddings of government data, experimented with multiple models/hyperparameters/query prompts, and optimized answer generation (selecting relevant PDFs, ensuring validity, and providing references).
- Sabari: Built backend endpoints using FastAPI to handle chats and policy data, and integrated Firebase authentication.
🚀 Building transparency and empowering citizens through technology with LegalEase.