Install the dependencies
pip install langtrace-python-sdk openai
For typescript, add a package.json as follows:
{
"dependencies": {
"@langtrase/typescript-sdk": "^3.3.2",
"openai": "^4.50.0"
}
}
Following are the parameters that you need to initialize the SDK:
from langtrace_python_sdk import langtrace
langtrace.init(
api_key="<YOUR API KEY>",
api_host="http://localhost:3000/api/trace",
)
Here we are using http://localhost:3000/api/trace as the API host. You can replace it with your own DNS or IP address.
Sample Code
Following is a ready-to-run code snippet that you can use to test the SDK with your local setup:
Make Sure to pip or npm install the required packages before running the code.
from langtrace_python_sdk import langtrace
from langtrace_python_sdk.utils.with_root_span import with_langtrace_root_span
from openai import OpenAI
langtrace.init(
api_key="<YOUR API KEY>",
api_host="http://localhost:3000/api/trace",
)
@with_langtrace_root_span()
def example():
client = OpenAI()
response = client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{
"role": "system",
"content": "How many states of matter are there?"
}
],
)
print(response.choices[0].message.content)
example()
Run the scripts as follows
export OPENAI_API_KEY="<YOUR OPENAI API KEY>"
python main.py
For Typescript to work, you will have to add the following line in
package.json file. json "type": "module"
