import module
Learn how to import modules to use NodeRAG directly in your code.
less than a minute
Import Modules
Build a search engine quickly with minimal setup:
from NodeRAG import NodeConfig, NodeSearch
# Load configuration from the main folder
config = NodeConfig.from_main_folder(r"C:\Users\Terry_Xu\Desktop\HP")
# Initialize search engine
search = NodeSearch(config)
Answer a Question
# Query the system
ans = search.answer('who is harry potter?')
# 'ans' is an object with several accessible attributes:
# Response: the generated answer to your question
print(ans.response)
# Number of tokens in the answer
print(ans.response_tokens)
# Retrieval info: the context used to generate the answer
print(ans.retrieval_info)
# Number of tokens in the retrieval context
print(ans.retrieval_tokens)
Notes
search.answer()returns an object that encapsulates both the answer and the retrieval context, along with useful metadata.- This method is ideal for quick integration into Python scripts or Jupyter notebooks, without setting up an API server.
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