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fix linting

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This commit is contained in:
zrguo
2025-03-03 18:40:03 +08:00
parent 1611400854
commit ef2a5ad191
33 changed files with 320 additions and 1411 deletions
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26
examples/lightrag_ollama_neo4j_milvus_mongo_demo.py
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@@ -32,6 +32,7 @@ os.environ["MILVUS_USER"] = "root"
os.environ["MILVUS_PASSWORD"] = "root"
os.environ["MILVUS_DB_NAME"] = "lightrag"
async def initialize_rag():
rag = LightRAG(
working_dir=WORKING_DIR,
@@ -39,7 +40,10 @@ async def initialize_rag():
llm_model_name="qwen2.5:14b",
llm_model_max_async=4,
llm_model_max_token_size=32768,
llm_model_kwargs={"host": "http://127.0.0.1:11434", "options": {"num_ctx": 32768}},
llm_model_kwargs={
"host": "http://127.0.0.1:11434",
"options": {"num_ctx": 32768},
},
embedding_func=EmbeddingFunc(
embedding_dim=1024,
max_token_size=8192,
@@ -54,9 +58,10 @@ async def initialize_rag():
await rag.initialize_storages()
await initialize_pipeline_status()
return rag
def main():
# Initialize RAG instance
rag = asyncio.run(initialize_rag())
@@ -68,23 +73,32 @@ def main():
# Test different query modes
print("\nNaive Search:")
print(
rag.query("What are the top themes in this story?", param=QueryParam(mode="naive"))
rag.query(
"What are the top themes in this story?", param=QueryParam(mode="naive")
)
)
print("\nLocal Search:")
print(
rag.query("What are the top themes in this story?", param=QueryParam(mode="local"))
rag.query(
"What are the top themes in this story?", param=QueryParam(mode="local")
)
)
print("\nGlobal Search:")
print(
rag.query("What are the top themes in this story?", param=QueryParam(mode="global"))
rag.query(
"What are the top themes in this story?", param=QueryParam(mode="global")
)
)
print("\nHybrid Search:")
print(
rag.query("What are the top themes in this story?", param=QueryParam(mode="hybrid"))
rag.query(
"What are the top themes in this story?", param=QueryParam(mode="hybrid")
)
)
if __name__ == "__main__":
main()