What is tool use in Claude API
Claude API, tool use refers to the model's ability to invoke external tools or APIs during a conversation to enhance responses with real-time data or specialized functions. This is enabled by providing the model with tool descriptions and allowing it to call these tools programmatically within the chat flow.Tool use in the Claude API is a feature that enables the AI to interact with external tools or APIs to augment its responses with dynamic or specialized information.How it works
Tool use in Claude API works by giving the model access to descriptions and interfaces of external tools it can call during a chat session. When the model identifies a need for external data or functionality, it generates a tool call request instead of a direct answer. The system then executes the tool call, returns the result, and the model incorporates that result into its final response. This process is similar to a human assistant consulting a calculator or database before answering a question.
Concrete example
The following Python example demonstrates how to enable tool use with the Anthropic Claude API by defining a simple tool and letting Claude invoke it during a chat completion.
import os
import anthropic
client = anthropic.Anthropic(api_key=os.environ["ANTHROPIC_API_KEY"])
# Define a simple tool that Claude can call
tools = [
{
"name": "get_current_time",
"description": "Returns the current UTC time as a string.",
"parameters": {}
}
]
# Simulate a tool execution function
def execute_tool(tool_name):
from datetime import datetime
if tool_name == "get_current_time":
return datetime.utcnow().isoformat() + "Z"
return "Tool not found"
# Example conversation where Claude uses the tool
messages = [
{"role": "user", "content": "What time is it now?"}
]
# Create a chat completion with tool use enabled
response = client.messages.create(
model="claude-3-5-sonnet-20241022",
system="You can call external tools to answer user queries.",
messages=messages,
tools=tools,
max_tokens=200
)
# Check if Claude requested a tool call
if response.tool_calls:
tool_call = response.tool_calls[0]
tool_result = execute_tool(tool_call["name"])
# Send tool result back to Claude
followup = client.messages.create(
model="claude-3-5-sonnet-20241022",
system="You can call external tools to answer user queries.",
messages=messages + [{"role": "tool", "name": tool_call["name"], "content": tool_result}],
max_tokens=200
)
print(followup.content[0].text)
else:
print(response.content[0].text) The current UTC time is 2026-04-27T15:30:00Z.
When to use it
Use tool use in Claude API when your application requires dynamic, real-time, or specialized data that the model alone cannot generate reliably, such as fetching current weather, querying databases, or performing calculations. Avoid tool use for simple static text generation or when external calls would add unnecessary latency or complexity.
Key terms
| Term | Definition |
|---|---|
| Tool use | The capability of Claude to call external APIs or functions during a chat to augment responses. |
| Tool call | A request generated by Claude to invoke a specific external tool with parameters. |
| Tool result | The output returned from executing a tool call, fed back into Claude for final response generation. |
| System prompt | Instructions given to Claude to enable or guide tool use behavior. |
Key Takeaways
- Tool use lets Claude integrate external APIs dynamically during conversations.
- Define tools with names, descriptions, and parameters for Claude to call them.
- Implement a handler to execute tool calls and return results to Claude.
- Use tool use for real-time data or specialized functions beyond static text.
- Avoid tool use if it adds unnecessary complexity or latency.