docs(anthropic.md): add parallel tool calling example for anthropic

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Krrish Dholakia 2024-04-23 20:11:03 -07:00
parent 7315bfd5de
commit cf5721332e

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@ -224,6 +224,91 @@ assert isinstance(
```
### Parallel Function Calling
Here's how to pass the result of a function call back to an anthropic model:
```python
from litellm import completion
import os
os.environ["ANTHROPIC_API_KEY"] = "sk-ant.."
litellm.set_verbose = True
### 1ST FUNCTION CALL ###
tools = [
{
"type": "function",
"function": {
"name": "get_current_weather",
"description": "Get the current weather in a given location",
"parameters": {
"type": "object",
"properties": {
"location": {
"type": "string",
"description": "The city and state, e.g. San Francisco, CA",
},
"unit": {"type": "string", "enum": ["celsius", "fahrenheit"]},
},
"required": ["location"],
},
},
}
]
messages = [
{
"role": "user",
"content": "What's the weather like in Boston today in Fahrenheit?",
}
]
try:
# test without max tokens
response = completion(
model="anthropic/claude-3-opus-20240229",
messages=messages,
tools=tools,
tool_choice="auto",
)
# Add any assertions, here to check response args
print(response)
assert isinstance(response.choices[0].message.tool_calls[0].function.name, str)
assert isinstance(
response.choices[0].message.tool_calls[0].function.arguments, str
)
messages.append(
response.choices[0].message.model_dump()
) # Add assistant tool invokes
tool_result = (
'{"location": "Boston", "temperature": "72", "unit": "fahrenheit"}'
)
# Add user submitted tool results in the OpenAI format
messages.append(
{
"tool_call_id": response.choices[0].message.tool_calls[0].id,
"role": "tool",
"name": response.choices[0].message.tool_calls[0].function.name,
"content": tool_result,
}
)
### 2ND FUNCTION CALL ###
# In the second response, Claude should deduce answer from tool results
second_response = completion(
model="anthropic/claude-3-opus-20240229",
messages=messages,
tools=tools,
tool_choice="auto",
)
print(second_response)
except Exception as e:
print(f"An error occurred - {str(e)}")
```
s/o @[Shekhar Patnaik](https://www.linkedin.com/in/patnaikshekhar) for requesting this!
## Usage - Vision
```python