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WatsonxToolkit

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

The toolkit contains following tools:

NameDescription
GoogleSearchSearch for online trends, news, current events, real-time information, or research topics.
WebCrawlerUseful for when you need to summarize a webpage. Do not use for Web search.
PythonInterpreterRun Python code generated by the agent model.
SDXLTurboGenerate an image from text using Stability.ai
WeatherFind the weather for a city.
RAGQuerySearch the documents in a vector index.

Integration details​

ClassPackagePY supportPackage latest
WatsonxToolkit@langchain/community✅NPM - Version

Setup​

If you want to get automated tracing from runs of individual tools, you can also set your LangSmith API key by uncommenting below:

process.env.LANGSMITH_TRACING = "true";
process.env.LANGSMITH_API_KEY = "your-api-key";

Installation​

This toolkit lives in the @langchain/community package:

tip

See this section for general instructions on installing integration packages.

yarn add @langchain/community @langchain/core

Instantiation​

Now we can instantiate our toolkit:

import { WatsonxToolkit } from "@langchain/community/agents/toolkits/ibm";
import "dotenv/config";

const toolkit = await WatsonxToolkit.init({
  version: "2024-05-31",
  serviceUrl: process.env.WATSONX_AI_SERVICE_URL,
});
[Module: null prototype] { default: {} }

Tools​

View available tools:

const tools = toolkit.getTools();

console.log(
  tools.map((tool) => ({
    name: tool.name,
    description: tool.description,
  }))
);
[
  {
    name: "GoogleSearch",
    description: "Search for online trends, news, current events, real-time information, or research topics."
  },
  {
    name: "WebCrawler",
    description: "Useful for when you need to summarize a webpage. Do not use for Web search."
  },
  {
    name: "PythonInterpreter",
    description: "Run Python code generated by the agent model."
  },
  {
    name: "SDXLTurbo",
    description: "Generate an image from text using Stability.ai"
  },
  { name: "Weather", description: "Find the weather for a city." },
  {
    name: "RAGQuery",
    description: "Search the documents in a vector index."
  }
]

For detailed info about tools please visit watsonx.ai API docs

Use within an agent​

First, ensure you have LangGraph installed:

yarn add @langchain/langgraph

Then, instanciate your LLM to be used in the React agent:

Pick your chat model:

Install dependencies

tip

See this section for general instructions on installing integration packages.

yarn add @langchain/groq

Add environment variables

GROQ_API_KEY=your-api-key

Instantiate the model

import { ChatGroq } from "@langchain/groq";

const llm = new ChatGroq({
  model: "llama-3.3-70b-versatile",
  temperature: 0
});
import { createReactAgent } from "@langchain/langgraph/prebuilt";

const agent = createReactAgent({ llm, tools });
const exampleQuery = "Who won F1 championship in 2022?";

const events = await agent.stream(
  { messages: [{ role: "user", content: exampleQuery }] },
  { streamMode: "values" }
);

for await (const event of events) {
  const lastMsg = event.messages[event.messages.length - 1];
  if (lastMsg.tool_calls?.length) {
    console.dir(lastMsg.tool_calls, { depth: null });
  } else if (lastMsg.content) {
    console.log(lastMsg.content);
  }
}
Who won F1 championship in 2022?
[
  {
    name: "GoogleSearch",
    args: { input: "F1 championship 2022" },
    type: "tool_call",
    id: "chatcmpl-tool-9da3456b9bbc475fb822296fdb8353a8"
  }
]
[{"title":"2022 DRIVER STANDINGS","description":"Official F1® Race Programme · Modern Slavery Statement; Do Not Sell or Share My Personal Information. Formula 1. © 2003-2025 Formula One World Championship ...","url":"https://www.formula1.com/en/results/2022/drivers"},{"title":"2022 Formula One World Championship - Wikipedia","description":"2022 Formula One World Championship · Max Verstappen won his second consecutive World Drivers' Championship driving for Red Bull Racing. · Charles Leclerc ...","url":"https://en.wikipedia.org/wiki/2022_Formula_One_World_Championship"},{"title":"2022 Formula One World Championship - Simple English Wikipedia ...","description":"Max Verstappen, who was the reigning Drivers' Champion, claimed his second title at the Japanese Grand Prix, while his team, Red Bull Racing, achieved their ...","url":"https://simple.wikipedia.org/wiki/2022_Formula_One_World_Championship"},{"title":"Max Verstappen wins the 2022 F1 Drivers World Championship : r ...","description":"Oct 9, 2022 ... One day this guy will win a championship just by finishing the race and celebrating with a world championship lap on the day he won.","url":"https://www.reddit.com/r/sports/comments/xzg8pf/max_verstappen_wins_the_2022_f1_drivers_world/"},{"title":"Red Bull Simulator Championship Edition | F1 Authentics","description":"Based on the livery of the 2022 Oracle Red Bull Racing Championship-winning RB18, this F1 simulator has been expertly engineered and manufactured by Memento ...","url":"https://www.f1authentics.com/products/red-bull-simulator-championship-edition"},{"title":"F1 2022 Drivers Championship without Max Verstappen : r/formula1","description":"Nov 26, 2022 ... 1.1K votes, 65 comments. 5.2M subscribers in the formula1 community. Welcome to r/Formula1, the best independent online Formula 1 community!","url":"https://www.reddit.com/r/formula1/comments/z5cwl7/f1_2022_drivers_championship_without_max/"},{"title":"F1® Sim Racing World Championship 2022","description":"World Championship 2022 Bahrain International Circuit Bahrain International Circuit Race Distance: 29 laps Track Length: 5.412 km","url":"https://f1esports.com/world/results/2022"},{"title":"Our personal F1 2022 Predictions Championship : r/formula1","description":"May 5, 2022 ... F1 2025 Driver Predictions from mathematical model. Leclerc and Sainz predicted to beat Hamilton and Albon. r/formula1 - F1 2025 Driver ...","url":"https://www.reddit.com/r/formula1/comments/uitbbu/our_personal_f1_2022_predictions_championship/"},{"title":"Haas F1 Team Esports announces roster for 2022 F1 Esports Series ...","description":"Sep 13, 2022 ... Haas F1 Team is ready to commence battle in the 2022 F1 Esports Series Pro Championship featuring an updated line-up for this season.","url":"https://www.haasf1team.com/news/haas-f1-team-esports-announces-roster-2022-f1-esports-series-pro-championship"},{"title":"2022 F1 Deconstructors Championship : r/formula1","description":"Nov 22, 2022 ... Congratulations to our 2022 champion Carlos Sainz. Alonso put in a late surge but had to settle for second place. Alfa put in the best effort ...","url":"https://www.reddit.com/r/formula1/comments/z1pkkx/2022_f1_deconstructors_championship/"}]
Max Verstappen won the 2022 F1 Championship, driving for Red Bull Racing. He claimed his second title at the Japanese Grand Prix.

API reference​

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

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