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refactor: rag storage refactor (#2434)

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Aries-ckt
2025-03-17 14:15:21 +08:00
committed by GitHub
parent 34d86d693c
commit fc3fe6b725
52 changed files with 1134 additions and 797 deletions
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27
examples/rag/graph_rag_example.py
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@@ -10,13 +10,12 @@ from dbgpt.rag.retriever import RetrieverStrategy
from dbgpt_ext.rag import ChunkParameters
from dbgpt_ext.rag.assembler import EmbeddingAssembler
from dbgpt_ext.rag.knowledge import KnowledgeFactory
from dbgpt_ext.storage.graph_store.tugraph_store import TuGraphStoreConfig
from dbgpt_ext.storage.knowledge_graph.community_summary import (
CommunitySummaryKnowledgeGraph,
CommunitySummaryKnowledgeGraphConfig,
)
from dbgpt_ext.storage.knowledge_graph.knowledge_graph import (
BuiltinKnowledgeGraph,
BuiltinKnowledgeGraphConfig,
)
"""GraphRAG example.
@@ -61,26 +60,22 @@ async def test_community_graph_rag():
def __create_naive_kg_connector():
"""Create knowledge graph connector."""
return BuiltinKnowledgeGraph(
config=BuiltinKnowledgeGraphConfig(
name="naive_graph_rag_test",
embedding_fn=None,
llm_client=llm_client,
model_name=model_name,
graph_store_type="MemoryGraph",
),
config=TuGraphStoreConfig(),
name="naive_graph_rag_test",
embedding_fn=None,
llm_client=llm_client,
llm_model=model_name,
)
def __create_community_kg_connector():
"""Create community knowledge graph connector."""
return CommunitySummaryKnowledgeGraph(
config=CommunitySummaryKnowledgeGraphConfig(
name="community_graph_rag_test",
embedding_fn=DefaultEmbeddingFactory.openai(),
llm_client=llm_client,
model_name=model_name,
graph_store_type="TuGraphGraph",
),
config=TuGraphStoreConfig(),
name="community_graph_rag_test",
embedding_fn=DefaultEmbeddingFactory.openai(),
llm_client=llm_client,
llm_model=model_name,
)