Observability for Chroma with Honeycomb

OpenLLMetry lets you trace queries and indexing of documents in Chroma. With 5 minutes of work you can get complete view of your system directly into Honeycomb. See how below.

Step 1

Install the Traceloop SDK and initialize it. It will automatically log all calls to Chroma using its SDK - both query calls and index calls.

Step 2

Route the traces to Honeycomb’s endpoint and set the API key

Discover use cases

Trace Indexing pipelines with Chroma

Build an indexing pipeline and save documents to Chroma. See how your documents are indexed and detect errors.

Trace your RAG retrieval pipeline

Build a RAG pipeline with Chroma and OpenAI. See vectors returned from Chroma, full prompt in OpenAI and responses