kosh

The official Web-based AI agent for querying and exploring India’s governance data through natural language.

Currently, two official plugins are available:

• @vitejs/plugin-react uses Babel for Fast Refresh
• @vitejs/plugin-react-swc uses SWC for Fast Refresh

Authentication & API Keys

Kosh supports user authentication and custom API key management to bypass rate limits.

Setup Authentication

Using Firebase:

# Install dependencies
npm install

# Copy environment template
cp .env.example .env

# Configure Firebase credentials in .env

Features

• Email/Password & Google OAuth
• Encrypted API key storage
• Usage tracking & analytics
• Rate limiting (10/hr free, 100/hr with API key)
• Cost estimation per model

User API Keys

Users can add their own API keys to:

• Bypass rate limits
• Control their own costs
• Use premium models
• Get faster responses

Database Setup

Firebase Firestore:

• Configure Firestore in your Firebase console
• Set up security rules for collections: user_api_keys, usage_logs