app.py

"""Main Streamlit application for lyric generation."""
import os
import streamlit as st
from pathlib import Path
from datetime import datetime

# Set environment before other imports
if os.getenv('DEPLOYMENT_MODE') == 'huggingface':
    os.environ['HF_HOME'] = '/data/.huggingface'
else:
    os.environ['DYLD_LIBRARY_PATH'] = '/usr/local/opt/sqlite/lib'

import re

from src.generator.generator import LyricGenerator
from config.settings import Settings


def format_lyrics(text: str) -> str:
    """Format lyrics: bold section markers, force line breaks."""
    text = text.strip()
    # Bold section markers like [Verse 1], [Chorus], etc.
    text = re.sub(r'\[([^\]]+)\]', r'**[\1]**', text)
    # Force markdown line breaks: add two trailing spaces before each newline
    text = re.sub(r' *\n', '  \n', text)
    return text


def main():
    """Main application function"""
    st.set_page_config(
        page_title="SongLift LyrGen2",
        page_icon="🎵",
        layout="wide"
    )

    st.title("SongLift LyrGen2")
    if st.sidebar.button("New Song"):
        st.session_state.chat_history = []
        st.session_state.current_lyrics = None
        st.rerun()

    # Show DB stats if available
    if "db_stats" in st.session_state:
        stats = st.session_state.db_stats
        st.sidebar.markdown("---")
        st.sidebar.metric("Artists", f"{stats['artists']:,}")
        st.sidebar.metric("Songs", f"{stats['songs']:,}")
        st.sidebar.metric("Chunks", f"{stats['chunks']:,}")

    # Only run startup once per session
    if 'initialized' not in st.session_state:
        print("===== Application Startup at", datetime.now().strftime("%Y-%m-%d %H:%M:%S"), "=====\n")

        # Initialize generator
        try:
            st.info("Initializing generator... this may take a moment.")
            print("\n=== Initializing Generator ===")
            generator = LyricGenerator()
            st.session_state.generator = generator
            st.session_state.chat_history = []
            st.session_state.current_lyrics = None
            st.session_state.initialized = True

            # Compute DB stats for sidebar
            collection = generator.vector_store._collection
            all_meta = collection.get(include=["metadatas"])["metadatas"]
            artists = set()
            songs = set()
            for m in all_meta:
                artists.add(m.get("artist", ""))
                songs.add((m.get("artist", ""), m.get("song_title", "")))
            st.session_state.db_stats = {
                "chunks": len(all_meta),
                "songs": len(songs),
                "artists": len(artists),
            }

            print("Generator initialized successfully")
            st.rerun()
        except Exception as e:
            st.error(f"Error initializing generator: {str(e)}")
            print(f"Error: {str(e)}")
            import traceback
            traceback.print_exc()
            st.stop()

    # Check OpenAI API key
    if not Settings.OPENAI_API_KEY:
        st.error("OpenAI API key not found. Please set OPENAI_API_KEY.")
        st.stop()

    # Display chat history
    for message in st.session_state.chat_history:
        user_msg, assistant_msg = message
        with st.chat_message("user"):
            st.write(user_msg)
        with st.chat_message("assistant"):
            st.markdown(format_lyrics(assistant_msg))

    # Chat interface
    user_input = st.chat_input("Enter your prompt (ask for new lyrics or modify existing ones)...")

    if user_input:
        with st.chat_message("user"):
            st.write(user_input)

        with st.chat_message("assistant"):
            try:
                with st.spinner("Generating lyrics..."):
                    response = st.session_state.generator.generate_lyrics(
                        user_input,
                        st.session_state.chat_history
                    )

                # Store the response
                lyrics = response['answer']
                st.markdown(format_lyrics(lyrics))
                st.session_state.current_lyrics = lyrics

                # Display sources with content
                with st.expander("View Sources and Context"):
                    # Show top retrieved contexts with snippets
                    st.write("### Retrieved Contexts")
                    for detail in response["context_details"]:
                        st.write(
                            f"\n**{detail['artist']} - {detail['song']}**"
                        )
                        st.text(detail['content'])
                        st.write("---")

                    # Show all unique source songs from the chain
                    st.write("### All Sources Used")
                    seen_sources = set()
                    source_docs = response.get("source_documents", [])
                    for doc in source_docs:
                        source_key = (
                            doc.metadata.get('artist', 'Unknown'),
                            doc.metadata.get('song_title', 'Unknown')
                        )
                        if source_key not in seen_sources:
                            seen_sources.add(source_key)
                            st.write(f"- {source_key[0]} - {source_key[1]}")
                    st.write(f"\n*{len(seen_sources)} unique songs from {len({s[0] for s in seen_sources})} artists*")

                # Update chat history
                st.session_state.chat_history.append((user_input, lyrics))

            except Exception as e:
                st.error(f"Error generating lyrics: {str(e)}")

if __name__ == "__main__":
    main()