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import os
from PathRAG import PathRAG, QueryParam
from PathRAG.llm import gpt_4o_mini_complete
WORKING_DIR = ""
api_key=""
os.environ["OPENAI_API_KEY"] = api_key
base_url="https://api.openai.com/v1"
os.environ["OPENAI_API_BASE"]=base_url
if not os.path.exists(WORKING_DIR):
os.mkdir(WORKING_DIR)
rag = PathRAG(
working_dir=WORKING_DIR,
llm_model_func=gpt_4o_mini_complete,
)
data_file=""
question=""
with open(data_file) as f:
rag.insert(f.read())
print(rag.query(question, param=QueryParam(mode="hybrid")))
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