Observability for Chroma with Traceloop

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 Traceloop. 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.

import chromadb
from traceloop.sdk import Traceloop
from traceloop.sdk.decorators import workflow

Traceloop.init()

chroma_client = chromadb.Client()
collection = chroma_client.create_collection(
    name="my_collection", embedding_function=embedding_function
)

claim_query_result = collection.query(
  query_texts=query, include=["documents", "distances"], n_results=3
 )

TYPESCRIPT

TRACELOOP_BASE_URL=https://api.honeycomb.io
TRACELOOP_HEADERS="x-honeycomb-team=<YOUR_API_KEY>"

Step 2

On Traceloop, API keys can be generated from the Traceloop Dashboard, for each of the three supported environments (Development, Staging, Production).