From 2f7809bd69dfb28c0e251a58de7160099249721f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jannik=20Maierh=C3=B6fer?= <48529566+jannikmaierhoefer@users.noreply.github.com> Date: Tue, 26 Nov 2024 16:42:25 +0100 Subject: [PATCH] docs: update langfuse.mdx --- src/content/docs/services/langfuse.mdx | 28 +++++++++++++++++++++----- 1 file changed, 23 insertions(+), 5 deletions(-) diff --git a/src/content/docs/services/langfuse.mdx b/src/content/docs/services/langfuse.mdx index c7f50c5..1df8672 100644 --- a/src/content/docs/services/langfuse.mdx +++ b/src/content/docs/services/langfuse.mdx @@ -12,15 +12,33 @@ import { Badge } from '@astrojs/starlight/components'; +Langfuse is available as one-click service in Coolify + ## What is Langfuse? -Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications. +[Langfuse](https://langfuse.com/) is an **[open-source](https://github.com/langfuse/langfuse) LLM engineering platform** that empowers teams to collaboratively **debug**, **analyze**, and **iterate** on their LLM applications. It accelerates the development workflow by providing tools for **observability**, **tracing**, **prompt management**, **evaluation**, and **analytics**. + +## Key Features + +### Observability and Tracing + +- **Insights**: Gain a granular understanding of your LLM's behavior with detailed tracing capabilities. +- **Integrations**: Seamlessly integrate with popular frameworks like [LangChain](https://langfuse.com/docs/integrations/langchain), [Llama Index](https://langfuse.com/docs/integrations/llama-index), and [OpenAI](https://langfuse.com/docs/integrations/openai). + +### Prompt Management + +- **Linked Tracing**: Connect prompt versions with tracing data for a holistic view of interactions. +- **Zero Latency**: Experience prompt management without added latency in your applications. +- **Efficient Management**: Organize and version your prompts to optimize model performance. -## Screenshots +### Evaluation and Analytics -![Langfuse Preview](../../../assets/images/services/langfuse.png) +- **Model-Based Evaluations**: Utilize built-in tools or integrate external pipelines like [UpTrain](https://langfuse.com/guides/cookbook/evaluation_with_uptrain) and [Ragas](https://langfuse.com/guides/cookbook/evaluation_of_rag_with_ragas). +- **Custom Metrics**: Define and track custom scores and annotations to measure performance. +- **Analytics Dashboard**: Access visualizations and reports to monitor usage, costs, and model effectiveness. +## Get Started -## Links +- Visit the [Langfuse docs](https://langfuse.com/docs) to get started. +- -- [The official website ›](https://www.langfuse.com/)