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✨ feat(GraphRAG): enhance GraphRAG by graph community summary (#1801)

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Co-authored-by: Florian <fanzhidongyzby@163.com>
Co-authored-by: KingSkyLi <15566300566@163.com>
Co-authored-by: aries_ckt <916701291@qq.com>
Co-authored-by: Fangyin Cheng <staneyffer@gmail.com>
Co-authored-by: yvonneyx <zhuyuxin0627@gmail.com>
This commit is contained in:
M1n9X
2024-08-30 21:59:44 +08:00
committed by GitHub
parent 471689ba20
commit 759f7d99cc
59 changed files with 29316 additions and 411 deletions
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28
dbgpt/datasource/conn_tugraph.py
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@@ -1,7 +1,7 @@
"""TuGraph Connector."""
import json
from typing import Dict, List, cast
from typing import Dict, Generator, List, cast
from .base import BaseConnector
@@ -23,11 +23,16 @@ class TuGraphConnector(BaseConnector):
def create_graph(self, graph_name: str) -> None:
"""Create a new graph."""
# run the query to get vertex labels
with self._driver.session(database="default") as session:
graph_list = session.run("CALL dbms.graph.listGraphs()").data()
exists = any(item["graph_name"] == graph_name for item in graph_list)
if not exists:
session.run(f"CALL dbms.graph.createGraph('{graph_name}', '', 2048)")
try:
with self._driver.session(database="default") as session:
graph_list = session.run("CALL dbms.graph.listGraphs()").data()
exists = any(item["graph_name"] == graph_name for item in graph_list)
if not exists:
session.run(
f"CALL dbms.graph.createGraph('{graph_name}', '', 2048)"
)
except Exception as e:
raise Exception(f"Failed to create graph '{graph_name}': {str(e)}")
def delete_graph(self, graph_name: str) -> None:
"""Delete a graph."""
@@ -89,10 +94,19 @@ class TuGraphConnector(BaseConnector):
self._driver.close()
def run(self, query: str, fetch: str = "all") -> List:
"""Run query."""
with self._driver.session(database=self._graph) as session:
try:
result = session.run(query)
return list(result)
except Exception as e:
raise Exception(f"Query execution failed: {e}")
def run_stream(self, query: str) -> Generator:
"""Run GQL."""
with self._driver.session(database=self._graph) as session:
result = session.run(query)
return list(result)
yield from result
def get_columns(self, table_name: str, table_type: str = "vertex") -> List[Dict]:
"""Get fields about specified graph.