Agent Toolkit

pip install tavily-agent-toolkit

pip install langchain-openai       # OpenAI
pip install langchain-anthropic    # Anthropic
pip install langchain-google-genai # Google
pip install langchain-groq         # Groq

from tavily_agent_toolkit import search_and_answer, ModelConfig, ModelObject

result = await search_and_answer(
    query="What are the pros and cons of Rust vs Go?",
    api_key="tvly-xxx",
    model_config=ModelConfig(model=ModelObject(model="anthropic:claude-sonnet-4-5")),
    max_number_of_subqueries=3,
)
print(result["answer"])

from tavily_agent_toolkit import hybrid_research, ModelConfig, ModelObject

result = await hybrid_research(
    api_key="tvly-xxx",
    query="What's our competitor's current pricing strategy?",
    model_config=ModelConfig(model=ModelObject(model="openai:gpt-5.2")),
    internal_rag_function=my_rag,
    mode="fast",
)
print(result["report"])

from tavily_agent_toolkit import ModelConfig, ModelObject

config = ModelConfig(
    model=ModelObject(model="openai:gpt-5.2"),
    fallback_models=[
        ModelObject(model="anthropic:claude-sonnet-4-20250514"),
        ModelObject(model="groq:llama-3.3-70b-versatile"),
    ],
    temperature=0.7,
)