Anthropic is a company that builds AI models for natural language processing.

With HoneyHive, you can trace all your operations using a single line of code. Find a list of all supported integrations here.

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HoneyHive Setup

Follow the HoneyHive Installation Guide to get your API key and initialize the tracer.

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Anthropic Setup

Go to the Anthropic Cloud Console to get your Anthropic API key.

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Example

Here is an example of how to trace your code in HoneyHive.

from anthropic import Anthropic
from honeyhive import HoneyHiveTracer

tracer = HoneyHiveTracer.init(
    api_key="MY_HONEYHIVE_API_KEY",
    project="MY_HONEYHIVE_PROJECT_NAME",
    session_name="anthropic"
)

client = Anthropic(
    api_key="MY_ANTHROPIC_API_KEY",
)

def chat(messages):
    message = client.messages.create(
        model="claude-3-5-sonnet-20241022",
        max_tokens=1024,
        messages=messages
    )
    return message.content[0].text



def simulate_conversation():
    messages = [
        {"role": "user", "content": "Hello, Claude! How are you today?"}
    ]
    
    assistant_response = chat(messages)
    print(f"User: {messages[0]['content']}")
    print(f"Assistant: {assistant_response}")

    messages.append({"role": "assistant", "content": assistant_response})
    messages.append({"role": "user", "content": "What can you tell me about artificial intelligence?"})
    
    assistant_response = chat(messages)
    print(f"User: {messages[2]['content']}")
    print(f"Assistant: {assistant_response}")

    messages.append({"role": "assistant", "content": assistant_response})
    messages.append({"role": "user", "content": "Can you give me an example of its applications?"})
    
    assistant_response = chat(messages)
    print(f"User: {messages[4]['content']}")
    print(f"Assistant: {assistant_response}")

simulate_conversation()

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View your Traces

Once you run your code, you can view your execution trace in the HoneyHive UI by clicking the Data Store tab on the left sidebar.