![](https://cdn.prod.website-files.com/6645c0129428882861d078b8/66603a39bd44aeb85269ceea_655df7e9805dd2bd768367ef_llamaindex-removebg-preview.png)
Observability for LlamaIndex with Grafana Tempo
OpenLLMetry lets you trace workflows and RAG pipelines build with LlamaIndex. With 5 minutes of work you can get complete view of your system directly into Grafana Tempo. See how below.
Step 1
Install and initialize the SDK in your code. It will automatically detect the workflow structure in build traces.
Step 2
Make sure you have a Grafana Agent installed and running in your system.
Go to the Grafana Cloud account page under https://grafana.com/orgs/<your org name>, and click on Send Traces under Tempo.
In Grafana Data Source settings, note the URL value. Click Generate now to generate an API key and copy it. Note also the Stack ID value (you can find it in the URL https://grafana.com/orgs/<Your Org Name>/stacks/<Stack ID>). Add this to the configuration of your Grafana Agent.
Discover use cases
![](https://cdn.prod.website-files.com/6645c0129428882861d078b8/66603ad8ea6b213c3064513a_655dfebf4b872524f6fc93f3_nirga_configuration_panel_oddly_satisfying_41d7a1b7-8dd6-467d-b38f-50a8380122d0.png)
Trace a LlamaIndex-based RAG pipeline
Build a RAG pipeline with Chroma and LlamaIndex. See vectors returned from Chroma, full prompt in OpenAI and responses as traces
![](https://cdn.prod.website-files.com/6645c0129428882861d078b8/66603ad8af88a6244b196350_65e47ee79240cc1f7eaadafd_nirga_configuration_panel_liquify_ee7a4e73-c0de-4476-b5f7-9aea175984cb.png)
Trace a LlamaIndex-based Agent
Build an agent with LlamaIndex. See everything your agent does including call to tools, HTTP requests, and database call as full traces