An integration package connecting Valyu and LangChain
Project description
langchain-valyu
This package contains the LangChain integration with Valyu
Installation
pip install -U langchain-valyu
And you should configure credentials by setting the following environment variable:
VALYU_API_KEY(required): Your Valyu API key.
Valyu Context Retriever
You can retrieve search results from Valyu as follows:
from langchain_valyu import ValyuContextRetriever
valyu_api_key = "YOUR API KEY"
# Create a new instance of the ValyuContextRetriever
valyu_retriever = ValyuContextRetriever(valyu_api_key=valyu_api_key)
# Search for a query and save the results
docs = valyu_retriever.invoke("What are the benefits of renewable energy?")
# Print the results
for doc in docs:
print(doc.page_content)
print(doc.metadata)
Valyu Context Search Tool
You can run the ValyuTool module as follows:
from langchain_valyu import ValyuSearchTool
# Initialize the ValyuSearchTool
search_tool = ValyuSearchTool(valyu_api_key="YOUR API KEY")
# Perform a search query
search_results = search_tool._run(
query="What are agentic search-enhanced large reasoning models?",
search_type="all",
max_num_results=5,
similarity_threshold=0.4,
query_rewrite=False,
max_price=20.0
)
print("Search Results:", search_results)
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