Interact with your self-hosted instance of LangSmith ↗

Documentation Index#

Fetch the complete documentation index at: https://docs.langchain.com/llms.txt Use this file to discover all available pages before exploring further.

This guide will walk you through the process of using your self-hosted instance of LangSmith.

This guide assumes you have already deployed a self-hosted LangSmith instance. If you have not, please refer to the kubernetes deployment guide or the docker deployment guide.

Configuring the application you want to use with LangSmith#

LangSmith has a single API for interacting with both the hub and the LangSmith backend.

1. Once you have deployed your instance, you can access the LangSmith UI at http(s)://<host>.
2. The LangSmith API will be available at http(s)://<host>/api/v1
3. The LangSmith Control Plane will be available at http(s)://<host>/api-host

To use the API of your instance, you will need to set the following environment variables in your application:

LANGSMITH_ENDPOINT=http://<host>/api/v1
LANGSMITH_API_KEY=foo # Set to a legitimate API key if using OAuth

You can also configure these variables directly in the LangSmith SDK client:

import langsmith
langsmith_client = langsmith.Client(
    api_key='<api_key>',
    api_url='http(s)://<host>/api/v1',
)

After setting the above, you should be able to run your code and see the results in your self-hosted instance. We recommend running through the quickstart guide to get a feel for how to use LangSmith.

Self-Signed certificates#

If you are using self-signed certificates for your self-hosted LangSmith instance, this can be problematic as Python comes with its own set of trusted certificates, which may not include your self-signed certificate. To resolve this, you may need to use something like truststore to load system certificates into your Python environment.

You can do this like so:

1. pip install truststore (or similar depending on the package manager you are using)

Then use the following code to load the system certificates:

import truststore
truststore.inject_into_ssl()
# The rest of your code
import langsmith
langsmith_client = langsmith.Client(
    api_key='<api_key>',
    api_url='http(s)://<host>/api/v1',
)

API reference#

To access the API reference, navigate to http://<host>/api/docs in your browser.

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