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Installation

pip install keywordsai-tracing

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Configure credentials

import os
from keywordsai_tracing import KeywordsAITelemetry

os.environ["KEYWORDSAI_API_KEY"] = "your-api-key"
os.environ["KEYWORDSAI_BASE_URL"] = "https://api.keywordsai.co/api"

k_tl = KeywordsAITelemetry()

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Trace a workflow and task

from keywordsai_tracing.decorators import workflow, task

@workflow(name="hello_world")
def hello_world():
    @task(name="compute")
    def compute():
        return "Hello Tracing"
    return compute()

print(hello_world())

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Class methods usage

from openai import OpenAI
from keywordsai_tracing import KeywordsAITelemetry
from keywordsai_tracing.decorators import workflow, task

k_tl = KeywordsAITelemetry()
client = OpenAI()

@workflow(name="joke_agent", method_name="run")
class JokeAgent:
    @task(name="joke_creation")
    def create_joke(self):
        completion = client.chat.completions.create(
            model="gpt-4o-mini",
            messages=[{"role": "user", "content": "Tell me a joke about tracing"}],
        )
        return completion.choices[0].message.content

    def run(self):
        return self.create_joke()

print(JokeAgent().run())

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Next Steps