From bced03f3167b5a98e3c0b9bc043598d48b2b1585 Mon Sep 17 00:00:00 2001 From: Michel K Date: Fri, 5 Apr 2024 14:05:47 -0400 Subject: [PATCH] Added Langfuse integration tutorial --- docs/tutorial/langfuse.md | 52 ++++++++++++++++++++++++++++++++++++++ static/img/Langfuse.png | Bin 0 -> 130794 bytes 2 files changed, 52 insertions(+) create mode 100644 docs/tutorial/langfuse.md create mode 100644 static/img/Langfuse.png diff --git a/docs/tutorial/langfuse.md b/docs/tutorial/langfuse.md new file mode 100644 index 0000000..a822980 --- /dev/null +++ b/docs/tutorial/langfuse.md @@ -0,0 +1,52 @@ +--- +sidebar_position: 7 +title: "Monitoring with Langfuse" +--- + +# Monitoring with Langfuse + +Integrating [Langfuse](https://cloud.langfuse.com) with LiteLLM allows for detailed observation and recording of API calls. +This guide walks you through setting up Langfuse callbacks with LiteLLM. + +The local deployment of Langfuse is an option available through their open-source alternative. However, for the convenience of this tutorial, we will utilize the free limited version of their Cloud service. If data privacy is a concern for you, it is recommended to install the local version instead. + +## Getting Started with Langfuse + +Begin by setting up your Langfuse account and acquiring necessary keys: + +1. Create an account at [Langfuse](https://cloud.langfuse.com/auth/sign-up). +2. Generate and copy your public and private keys. + +## Configuring OpenWebUI LiteLLM Proxy for Langfuse + +To integrate Langfuse with LiteLLM, you'll need to modify the LiteLLM `config.yaml` file and set environment variables for your Docker container. + +### Editing the LiteLLM Configuration File + +Edit the LiteLLM `config.yaml` file, located in your host Docker mount point at `/data/litellm/config.yaml`. +Add the following under the general settings as shown in the [LiteLLM official documentation](https://litellm.vercel.app/docs/observability/langfuse_integration): + +```yaml +general_settings: {} +litellm_settings: + success_callback: ["langfuse"] + failure_callback: ["langfuse"] +``` + +### Setting Environment Variables in Docker + +When launching the Docker container, pass the Langfuse API keys as environment variables: + +```bash +LANGFUSE_PUBLIC_KEY: Replace "xxxxx" with your actual public key. +LANGFUSE_SECRET_KEY: Replace "xxxxx" with your actual secret key. +These variables can be set directly in the docker run command or through a Docker Compose YAML file. +``` + +## Testing the Integration +Once setup is complete, your Langfuse dashboard should start recording every API call made through the LiteLLM integration. This allows for efficient monitoring and troubleshooting of API interactions. + +![Langfuse Dashboard](/img/langfuse.png) + +## Note +Ensure that all configurations are correctly set, and environment variables are properly passed to avoid integration issues. \ No newline at end of file diff --git a/static/img/Langfuse.png b/static/img/Langfuse.png new file mode 100644 index 0000000000000000000000000000000000000000..f9033a72cdb223891f7b468347dacc5b25ae8c45 GIT binary patch literal 130794 zcmeFZWmsIxwx~^z;1Ytn1a}SY65QS0-Q6`vAh^4`y9R44cyJQjJvjX}thM&p=j@z6 z-~D+n&+Mlsvu4?-F-F;29U(6(jtGYX2L=X)DDg=|5ey7691IL%6y`1H39EQrEEw1u zLv_4Sbj%B?u#C(GfV_f~Fc82%}LZ1!gH+oIl7a}vF2dFRO$&dy>u-chk zYjPwMTuX)@h%o|g#nfOva(SDu0r9hus3^x7dh!|xsaXnnV6`JG3>tFcy~91j!2xg3 z)==iMA$orfQ@Xw-4h4g$1$6eLz!>W5FGiriL)_a%^FajBvIt4bL<9(yWCa))2|8LR zV9#QS4b~$d1mA*HVoJ4a5ZzpW+i2}nz&p1S5CH0e^(1sL57zQ1}1t&hJU3EipulyluO>i-Naf$#KHz79#9^9 zoFAEZUf=(ZkpIf@-(sr&S4<`*cE*2?`fox1GpdS{iKDQc4Jc1%zW-{Pza#&9;NKB> 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