langchain/libs/cli/langchain_cli/integration_template/docs/toolkits.ipynb

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__ModuleName__Toolkit

• TODO: Make sure API reference link is correct.

This will help you getting started with the ModuleName toolkit. For detailed documentation of all __ModuleName__Toolkit features and configurations head to the API reference.

Setup

• TODO: Update with relevant info.

To enable automated tracing of individual tools, set your LangSmith API key:

In [ ]:

# os.environ["LANGSMITH_API_KEY"] = getpass.getpass("Enter your LangSmith API key: ")
# os.environ["LANGSMITH_TRACING"] = "true"

Installation

This toolkit lives in the __package_name__ package:

In [ ]:

%pip install -qU __package_name__

Instantiation

Now we can instantiate our toolkit:

• TODO: Update model instantiation with relevant params.

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from __module_name__ import __ModuleName__Toolkit

toolkit = __ModuleName__Toolkit(
    # ...
)

Tools

View available tools:

In [ ]:

toolkit.get_tools()

TODO: list API reference pages for individual tools.

Use within an agent

In [ ]:

from langgraph.prebuilt import create_react_agent

agent_executor = create_react_agent(llm, tools)

In [ ]:

example_query = "..."

events = agent_executor.stream(
    {"messages": [("user", example_query)]},
    stream_mode="values",
)
for event in events:
    event["messages"][-1].pretty_print()

TODO: Any functionality or considerations specific to this toolkit

Fill in or delete if not relevant.

API reference

For detailed documentation of all __ModuleName__Toolkit features and configurations head to the API reference.