"""
YouTube Knowledge Base MCP Module
This module provides tools for processing media transcripts, creating a searchable knowledge base,
and retrieving information from content based on natural language queries.
MCP Tools (4 consolidated, workflow-based tools):
- process_video: Ingest YouTube videos with optional tags/summary
- manage_source: Update tags and summaries
- explore_library: Browse sources, tags, and stats
- search: Semantic search
Admin operations are in the CLI (kb command).
"""
# Import the MCP instance and tools
from .mcp_tools import (
mcp,
process_video,
manage_source,
explore_library,
search,
)
# Import core components
from .core import (
settings,
Settings,
Source,
Chunk,
SearchResult,
ProcessResult,
SearchResults,
OperationResult,
StatsResult,
get_db,
)
from .core.models import LibraryStats
# Import services
from .services import (
SearchService,
OrganizationService,
ChunkingService,
)
from .services.ingestion import YouTubeIngestionService
# Import repositories
from .repositories import (
SourceRepository,
ChunkRepository,
)
# Legacy imports for backwards compatibility (will be removed in future)
from .youtube_transcript import (
extract_youtube_transcript,
process_webvtt_transcript,
get_youtube_metadata,
)
# Define which symbols to export
__all__ = [
# MCP
'mcp',
# Tools (4 consolidated)
'process_video',
'manage_source',
'explore_library',
'search',
# Core
'settings',
'Settings',
'Source',
'Chunk',
'SearchResult',
'ProcessResult',
'SearchResults',
'OperationResult',
'StatsResult',
'LibraryStats',
'get_db',
# Services
'SearchService',
'OrganizationService',
'ChunkingService',
'YouTubeIngestionService',
# Repositories
'SourceRepository',
'ChunkRepository',
# Legacy
'extract_youtube_transcript',
'process_webvtt_transcript',
'get_youtube_metadata',
]
# Define the version
__version__ = "0.1.0"
