langchain-strale 0.1.0

LangChain integration for Strale — 233 business capabilities as agent tools

langchain-strale

All 233 Strale capabilities as LangChain tools. Company data, VAT validation, web scraping, compliance checks, and more — available to your LangChain agents with a single import.

Install

pip install langchain-strale

Quick start

from langchain_strale import StraleToolkit

toolkit = StraleToolkit(api_key="sk_live_...")
tools = toolkit.get_tools()  # 233 capabilities + search & balance tools

Filter by category

tools = toolkit.get_tools(categories=["finance", "compliance"])

Use with an agent

from langchain_openai import ChatOpenAI
from langchain.agents import AgentExecutor, create_openai_tools_agent
from langchain_core.prompts import ChatPromptTemplate

llm = ChatOpenAI(model="gpt-4o")
prompt = ChatPromptTemplate.from_messages([
    ("system", "You are a helpful business assistant with access to Strale tools."),
    ("human", "{input}"),
    ("placeholder", "{agent_scratchpad}"),
])

toolkit = StraleToolkit(api_key="sk_live_...")
tools = toolkit.get_tools()

agent = create_openai_tools_agent(llm, tools, prompt)
executor = AgentExecutor(agent=agent, tools=tools)

result = executor.invoke({"input": "Validate VAT number SE556703748501"})

What's included

Each Strale capability becomes a LangChain BaseTool with:

• name — capability slug (e.g. vat-validate, swedish-company-data)
• description — what it does + price in EUR
• args_schema — Pydantic model generated from the capability's input schema
• _run() — calls the Strale API

Plus two meta-tools:

• strale_search — discover capabilities by keyword
• strale_balance — check your wallet balance

Get an API key

Sign up at strale.dev — new accounts get €2.00 in trial credits, no card required.

Links

• Strale API docs
• Full capability catalog
• MCP server