Valyu 深度搜索

pip install -qU langchain-valyu

from langchain_valyu import ValyuRetriever

valyu_api_key = "YOUR API KEY"

# Create a new instance of the ValyuRetriever
valyu_retriever = ValyuRetriever(
    k=5,
    search_type="all",
    relevance_threshold=0.5,
    max_price=20.0,
    start_date="2024-01-01",
    end_date="2024-12-31",
    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)

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,
    relevance_threshold=0.5,
    max_price=20.0,
    start_date="2024-01-01",
    end_date="2024-12-31",
)

print("Search Results:", search_results)