Python SDK for LangWatch for monitoring your LLMs
Project description
LangWatch Python SDK
Go to https://langwatch.ai to setup your account.
To trace OpenAI calls:
from openai import OpenAI
+ import langwatch.openai
client = OpenAI()
+ with langwatch.openai.OpenAITracer(client):
completion = client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{
"role": "system",
"content": "You are a helpful assistant that only reply in short tweet-like responses, using lots of emojis.",
},
{"role": "user", "content": message},
],
stream=True,
)
To trace LangChain agent:
+ import langwatch.langchain
# ...
chain = LLMChain(
llm=ChatOpenAI(),
prompt=chat_prompt,
output_parser=CommaSeparatedListOutputParser(),
)
+ with langwatch.langchain.LangChainTracer() as langWatchCallback:
- result = chain.run(text="colors")
+ result = chain.run(text="colors", callbacks=[langWatchCallback])
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