#!/bin/bash
# rag-mini - Unified FSS-Mini-RAG Entry Point
# Intelligent routing based on user experience and intent

set -e

# Colors for better UX
RED='\033[0;31m'
GREEN='\033[0;32m' 
YELLOW='\033[1;33m'
BLUE='\033[0;34m'
CYAN='\033[0;36m'
BOLD='\033[1m'
NC='\033[0m'

# Get script directory
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"

# ============================================================================
# ENVIRONMENT SETUP - Handles finding/creating Python virtual environment
# ============================================================================

# Find Python executable - tries installed version first, then experimental auto-setup
setup_environment() {
    # Look for properly installed virtual environment
    local installed_python="$SCRIPT_DIR/.venv/bin/python3"
    
    # Check if we have a working installation (normal case)
    if [ -f "$installed_python" ] && "$installed_python" -c "import sys" >/dev/null 2>&1; then
        echo "$installed_python"  # Return path to Python
        return 0
    fi
    
    # No installation found - try experimental auto-setup
    show_experimental_warning
    attempt_auto_setup || show_installation_help
}

# Show clear warning about experimental feature
show_experimental_warning() {
    echo -e "${YELLOW}⚠️  EXPERIMENTAL: Auto-setup mode${NC}" >&2
    echo -e "${CYAN}This is a convenience feature that may not work on all systems.${NC}" >&2
    echo -e "${CYAN}For reliable installation, please run: ${BOLD}./install_mini_rag.sh${NC}" >&2
    echo "" >&2
}

# Try to automatically create virtual environment and install dependencies
attempt_auto_setup() {
    local venv_python="$SCRIPT_DIR/.venv/bin/python3"
    
    # Step 1: Create virtual environment
    if ! command -v python3 >/dev/null; then
        return 1  # No Python available
    fi
    
    if ! python3 -m venv "$SCRIPT_DIR/.venv" >/dev/null 2>&1; then
        return 1  # Virtual environment creation failed
    fi
    
    echo -e "${GREEN}✅ Created virtual environment${NC}" >&2
    
    # Step 2: Install dependencies
    if ! "$SCRIPT_DIR/.venv/bin/pip" install -r "$SCRIPT_DIR/requirements.txt" >/dev/null 2>&1; then
        return 1  # Dependency installation failed
    fi
    
    echo -e "${GREEN}✅ Installed dependencies${NC}" >&2
    echo "$venv_python"  # Return path to new Python
    return 0
}

# Show helpful installation instructions when auto-setup fails
show_installation_help() {
    echo -e "${RED}❌ Auto-setup failed${NC}" >&2
    echo "" >&2
    echo -e "${BOLD}Please run the proper installer:${NC}" >&2
    echo "   ${CYAN}./install_mini_rag.sh${NC}" >&2
    echo "" >&2
    echo -e "${BOLD}Or manual setup:${NC}" >&2
    echo "   python3 -m venv .venv" >&2
    echo "   source .venv/bin/activate" >&2
    echo "   pip install -r requirements.txt" >&2
    echo "" >&2
    echo -e "${YELLOW}Common issues and solutions:${NC}" >&2
    echo "   • Missing python3-venv: sudo apt install python3-venv" >&2
    echo "   • Network issues: Check internet connection" >&2
    echo "   • Permission issues: Check folder write permissions" >&2
    exit 1
}

# Get Python executable (this runs the setup if needed)
PYTHON=$(setup_environment)

# ============================================================================
# HELP AND USER INTERFACE FUNCTIONS - Show information and guide users
# ============================================================================

# Show intelligent help based on arguments
show_help() {
    echo -e "${CYAN}${BOLD}FSS-Mini-RAG - Semantic Code Search${NC}"
    echo ""
    echo -e "${BOLD}Quick Start:${NC}"
    echo "  rag-mini                      # Interactive interface (beginners)"
    echo "  rag-mini index /path/to/project    # Index project (developers)"
    echo "  rag-mini search /path \"query\"      # Search project (experts)"
    echo ""
    echo -e "${BOLD}Learning Path:${NC}"
    echo "  rag-mini tutorial             # Interactive guided tutorial"
    echo "  rag-mini demo                 # Quick demo with sample project"
    echo "  rag-mini quick-start          # 2-minute setup + first search"
    echo ""
    echo -e "${BOLD}Main Commands:${NC}"
    echo "  rag-mini index <project_path>      # Index project for search"
    echo "  rag-mini search <project_path> <query>  # Search indexed project"
    echo "  rag-mini explore <project_path>    # Interactive exploration with AI"
    echo "  rag-mini status <project_path>     # Show project status"
    echo ""
    echo -e "${BOLD}Interfaces:${NC}"
    echo "  rag-mini tui                  # Text user interface"
    echo "  rag-mini cli                  # Advanced CLI features"
    echo "  rag-mini server               # Start background server"
    echo ""
    echo -e "${BOLD}Help & Learning:${NC}"
    echo "  rag-mini help                 # This help message"
    echo "  rag-mini docs                 # Open documentation"
    echo "  rag-mini examples             # Show usage examples"
    echo ""
    echo -e "${CYAN}New to RAG systems? Start with: ${BOLD}rag-mini tutorial${NC}"
    echo -e "${CYAN}Just want to search? Run: ${BOLD}rag-mini${NC} (interactive mode)"
}

# Show usage examples
show_examples() {
    echo -e "${CYAN}${BOLD}FSS-Mini-RAG Usage Examples${NC}"
    echo ""
    echo -e "${BOLD}Find code by concept:${NC}"
    echo "  rag-mini search ~/myproject \"user authentication\""
    echo "  # Finds: login functions, auth middleware, session handling"
    echo ""
    echo -e "${BOLD}Natural language queries:${NC}"
    echo "  rag-mini search ~/myproject \"error handling for database connections\""
    echo "  # Finds: try/catch blocks, connection error handlers, retry logic"
    echo ""
    echo -e "${BOLD}Development workflow:${NC}"
    echo "  rag-mini index ~/new-project              # Index once"
    echo "  rag-mini search ~/new-project \"API endpoints\"   # Search as needed"
    echo "  rag-mini status ~/new-project            # Check health"
    echo ""
    echo -e "${BOLD}Interactive mode (easiest):${NC}"
    echo "  rag-mini                            # Menu-driven interface"
    echo "  rag-mini tui                        # Same as above"
    echo ""
    echo -e "${BOLD}Advanced features:${NC}"
    echo "  rag-mini cli search ~/project \"query\" --limit 20"
    echo "  rag-mini cli similar ~/project \"def validate_input\""
    echo "  rag-mini cli analyze ~/project          # Get optimization suggestions"
}

# Run interactive tutorial
run_tutorial() {
    echo -e "${CYAN}${BOLD}FSS-Mini-RAG Interactive Tutorial${NC}"
    echo ""
    echo "This tutorial will guide you through:"
    echo "  1. Understanding what RAG systems do"
    echo "  2. Indexing a sample project" 
    echo "  3. Performing semantic searches"
    echo "  4. Understanding results"
    echo "  5. Advanced features"
    echo ""
    echo -n "Continue with tutorial? [Y/n]: "
    read -r response
    if [[ $response =~ ^[Nn]$ ]]; then
        echo "Tutorial cancelled"
        exit 0
    fi
    
    # Launch TUI in tutorial mode
    export RAG_TUTORIAL_MODE=1
    "$PYTHON" "$SCRIPT_DIR/rag-tui.py" tutorial
}

# Quick demo with sample project
run_demo() {
    echo -e "${CYAN}${BOLD}FSS-Mini-RAG Quick Demo${NC}"
    echo ""
    echo "Demonstrating semantic search on this RAG system itself..."
    echo ""
    
    # Index this project if not already indexed
    if [ ! -d "$SCRIPT_DIR/.claude-rag" ]; then
        echo "Indexing FSS-Mini-RAG system for demo..."
        "$SCRIPT_DIR/rag-mini" index "$SCRIPT_DIR"
        echo ""
    fi
    
    echo -e "${BOLD}Demo searches:${NC}"
    echo ""
    
    echo -e "${YELLOW}1. Finding embedding-related code:${NC}"
    "$SCRIPT_DIR/rag-mini" search "$SCRIPT_DIR" "embedding system" --limit 3
    echo ""
    
    echo -e "${YELLOW}2. Finding search functionality:${NC}"
    "$SCRIPT_DIR/rag-mini" search "$SCRIPT_DIR" "semantic search implementation" --limit 3
    echo ""
    
    echo -e "${YELLOW}3. Finding configuration code:${NC}"
    "$SCRIPT_DIR/rag-mini" search "$SCRIPT_DIR" "YAML configuration" --limit 3
    echo ""
    
    echo -e "${GREEN}Demo complete! Try your own searches:${NC}"
    echo "  rag-mini search $SCRIPT_DIR \"your query here\""
}

# Quick start workflow
run_quick_start() {
    echo -e "${CYAN}${BOLD}FSS-Mini-RAG Quick Start${NC}"
    echo ""
    echo "Let's get you searching in 2 minutes!"
    echo ""
    
    # Get project path
    echo -n "Enter path to project you want to search: "
    read -r project_path
    
    if [ -z "$project_path" ]; then
        echo "No path provided - using current directory"
        project_path="."
    fi
    
    # Expand path
    project_path=$(realpath "$project_path")
    
    if [ ! -d "$project_path" ]; then
        echo -e "${RED}❌ Directory not found: $project_path${NC}"
        exit 1
    fi
    
    echo ""
    echo -e "${BOLD}Step 1: Indexing project...${NC}"
    "$SCRIPT_DIR/rag-mini" index "$project_path"
    
    echo ""
    echo -e "${BOLD}Step 2: Try a search!${NC}"
    echo -n "Enter search query (e.g., 'user authentication', 'error handling'): "
    read -r query
    
    if [ -n "$query" ]; then
        echo ""
        echo -e "${BOLD}Step 3: Search results:${NC}"
        "$SCRIPT_DIR/rag-mini" search "$project_path" "$query"
        
        echo ""
        echo -e "${GREEN}✅ Quick start complete!${NC}"
        echo ""
        echo -e "${BOLD}What's next?${NC}"
        echo "  • Try different search queries: rag-mini search \"$project_path\" \"your query\""
        echo "  • Use the TUI interface: rag-mini tui"
        echo "  • Learn advanced features: rag-mini help"
    fi
}

# Open documentation
open_docs() {
    echo -e "${CYAN}${BOLD}FSS-Mini-RAG Documentation${NC}"
    echo ""
    echo -e "${BOLD}Available documentation:${NC}"
    echo "  • README.md - Main overview and quick start"
    echo "  • docs/TECHNICAL_GUIDE.md - How the system works"
    echo "  • docs/TUI_GUIDE.md - Complete TUI walkthrough"
    echo "  • docs/GETTING_STARTED.md - Step-by-step setup"
    echo ""
    
    if command -v less >/dev/null; then
        echo -n "View README now? [Y/n]: "
        read -r response
        if [[ ! $response =~ ^[Nn]$ ]]; then
            less "$SCRIPT_DIR/README.md"
        fi
    else
        echo "To read documentation:"
        echo "  cat README.md"
        echo "  cat docs/TECHNICAL_GUIDE.md"
    fi
}

# ============================================================================
# MAIN PROGRAM - Route commands to appropriate functions
# ============================================================================

# Detect user intent and route appropriately
main() {
    case "${1:-}" in
        "")
            # No arguments - launch interactive TUI
            exec "$PYTHON" "$SCRIPT_DIR/rag-tui.py"
            ;;
        "help"|"--help"|"-h")
            show_help
            ;;
        "examples")
            show_examples
            ;;
        "tutorial")
            run_tutorial
            ;;
        "demo")
            run_demo
            ;;
        "quick-start"|"quickstart")
            run_quick_start
            ;;
        "docs"|"documentation")
            open_docs
            ;;
        "tui")
            # Explicit TUI request
            exec "$PYTHON" "$SCRIPT_DIR/rag-tui.py"
            ;;
        "cli")
            # Advanced CLI features
            shift
            exec "$SCRIPT_DIR/rag-mini-enhanced" "$@"
            ;;
        "server")
            # Start server mode
            shift
            exec "$PYTHON" "$SCRIPT_DIR/mini_rag/fast_server.py" "$@"
            ;;
        "index"|"search"|"explore"|"status")
            # Direct CLI commands - call Python script
            exec "$PYTHON" "$SCRIPT_DIR/rag-mini.py" "$@"
            ;;
        *)
            # Unknown command - show help
            echo -e "${RED}❌ Unknown command: $1${NC}"
            echo ""
            show_help
            exit 1
            ;;
    esac
}

main "$@"