LightRAG/lightrag/api/routers/graph_routes.py
yangdx 1ca6837219 Add max nodes limit for graph retrieval of networkX
• Set MAX_GRAPH_NODES env var (default 1000)
• Change edge type to "RELATED"
2025-03-02 12:52:25 +08:00

43 lines
1.2 KiB
Python

"""
This module contains all graph-related routes for the LightRAG API.
"""
from typing import Optional
from fastapi import APIRouter, Depends
from ..utils_api import get_api_key_dependency
router = APIRouter(tags=["graph"])
def create_graph_routes(rag, api_key: Optional[str] = None):
optional_api_key = get_api_key_dependency(api_key)
@router.get("/graph/label/list", dependencies=[Depends(optional_api_key)])
async def get_graph_labels():
"""
Get all graph labels
Returns:
List[str]: List of graph labels
"""
return await rag.get_graph_labels()
@router.get("/graphs", dependencies=[Depends(optional_api_key)])
async def get_knowledge_graph(label: str, max_depth: int = 3):
"""
Get knowledge graph for a specific label.
Maximum number of nodes is limited to env MAX_GRAPH_NODES(default: 1000)
Args:
label (str): Label to get knowledge graph for
max_depth (int, optional): Maximum depth of graph. Defaults to 3.
Returns:
Dict[str, List[str]]: Knowledge graph for label
"""
return await rag.get_knowledge_graph(node_label=label, max_depth=max_depth)
return router