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Docs:Updated langfuse guide (#7583)

### What problem does this PR solve?

### Type of change

- [x] Documentation Update
tags/v0.19.0
writinwaters hace 5 meses
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+ 2
- 2
docs/develop/mcp/launch_mcp_server.md Ver fichero

@@ -151,8 +151,8 @@ Run `docker compose -f docker-compose.yml` to launch the RAGFlow server together

#### Launch an MCP server without upgrading RAGFlow

:::tip KUDOS-TO
This section is contributed by our community contributor **yiminghub2024**. 👏
:::info KUDOS
This section is contributed by our community contributor [yiminghub2024](https://github.com/yiminghub2024). 👏
:::

1. Prepare all MCP-specific files and directories.

+ 5
- 1
docs/guides/agent/text2sql_agent.md Ver fichero

@@ -5,7 +5,11 @@ slug: /text2sql_agent

# Create a Text2SQL agent

Build a Text2SQL agent leveraging RAGFlow's RAG capabilities. Contributed by @TeslaZY.
Build a Text2SQL agent leveraging RAGFlow's RAG capabilities.

:::info KUDOS
This document is contributed by our community contributor [TeslaZY](https://github.com/TeslaZY). 👏
:::

## Scenario


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docs/guides/tracing.mdx Ver fichero

@@ -3,7 +3,15 @@ sidebar_position: 9
slug: /tracing
---

# Observability & Tracing with Langfuse
# Tracing

Observability & Tracing with Langfuse.

---

:::info KUDOS
This document is contributed by our community contributor [jannikmaierhoefer](https://github.com/jannikmaierhoefer). 👏
:::

RAGFlow ships with a built-in [Langfuse](https://langfuse.com) integration so that you can **inspect and debug every retrieval and generation step** of your RAG pipelines in near real-time.

@@ -36,7 +44,7 @@ RAGFlow stores the credentials _per tenant_. You can configure them either via t
3. Fill in you Langfuse **Host**, **Public Key** and **Secret Key**.
4. Click **Save**.

![Example Ragflow trace in Langfuse](https://langfuse.com/images/docs/ragflow/ragflow-configuration.gif)
![Example RAGFlow trace in Langfuse](https://langfuse.com/images/docs/ragflow/ragflow-configuration.gif)

Once saved, RAGFlow starts emitting traces automatically – no code change required.

@@ -54,7 +62,7 @@ For every user request you will see:
• **spans** for retrieval, ranking and generation steps
• the complete **prompts**, **retrieved documents** and **LLM responses** as metadata

![Example Ragflow trace in Langfuse](https://langfuse.com/images/docs/ragflow/ragflow-trace-frame.png)
![Example RAGFlow trace in Langfuse](https://langfuse.com/images/docs/ragflow/ragflow-trace-frame.png)

([Example trace in Langfuse](https://cloud.langfuse.com/project/cloramnkj0002jz088vzn1ja4/traces/0bde9629-4251-4386-b583-26101b8e7561?timestamp=2025-05-09T19%3A15%3A37.797Z&display=details&observation=823997d8-ac40-40f3-8e7b-8aa6753b499e))


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