LightRAG/lightrag/types.py

30 lines
702 B
Python

from __future__ import annotations
from pydantic import BaseModel
from typing import Any, Optional
class GPTKeywordExtractionFormat(BaseModel):
high_level_keywords: list[str]
low_level_keywords: list[str]
class KnowledgeGraphNode(BaseModel):
id: str
labels: list[str]
properties: dict[str, Any] # anything else goes here
class KnowledgeGraphEdge(BaseModel):
id: str
type: Optional[str]
source: str # id of source node
target: str # id of target node
properties: dict[str, Any] # anything else goes here
class KnowledgeGraph(BaseModel):
nodes: list[KnowledgeGraphNode] = []
edges: list[KnowledgeGraphEdge] = []
is_truncated: bool = False