​
Prerequisites

Install dependencies: 
pip install "quotientai>=0.4.6" "chromadb" "openinference-instrumentation-chromadb>=0.1.6"

​
Sample Integration

trace_chroma.py
from chromadb import Client
from openinference.instrumentation.chromadb import ChromaInstrumentor

from quotientai import QuotientAI

quotient = QuotientAI()
quotient.tracer.init(
    app_name="chroma-retrieval",
    environment="dev",
    instruments=[ChromaInstrumentor()],
)

client = Client()
collection = client.get_or_create_collection(name="support")
collection.add(ids=["doc-1"], documents=["Reset your password via settings."])
results = collection.query(query_texts=["How do I reset my password?"], n_results=2)
print(results)

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Notes

  • Spans include collection metadata, filter usage, and counts of vectors/documents processed.
  • See the semantic conventions for attribute details.
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