rag_tools.pyā¢886 B
"""
RAG Tools - Document management for Qdrant
"""
import sys
from pathlib import Path
from typing import Dict
# Add parent directory to path for imports
sys.path.insert(0, str(Path(__file__).parent.parent))
from loguru import logger
from tools.code_rag_tools import get_qdrant_client
def upsert_document(content: str, metadata: Dict) -> bool:
"""
Upsert document into Qdrant
Args:
content: Document content
metadata: Document metadata (path, title, etc.)
Returns:
True if successful
"""
client = get_qdrant_client()
if not client:
return False
try:
# TODO: Implement actual document upsert
logger.info(f"Upserting document: {metadata.get('path', 'unknown')}")
return True
except Exception as e:
logger.error(f"Document upsert failed: {e}")
return False