OpenTelemetry Voyage AI Instrumentation

This library allows tracing Voyage AI API calls with OpenTelemetry.

Installation

pip install opentelemetry-instrumentation-voyageai

Usage

from opentelemetry.instrumentation.voyageai import VoyageAIInstrumentor

VoyageAIInstrumentor().instrument()

# Now use Voyage AI as usual
import voyageai

client = voyageai.Client()

# Embeddings
result = client.embed(texts=["Hello, world!"], model="voyage-3")

# Reranking
result = client.rerank(
    query="What is the capital of France?",
    documents=["Paris is the capital of France.", "London is in England."],
    model="rerank-2.5"
)

Semantic Conventions

This instrumentation follows the OpenTelemetry GenAI semantic conventions:

  • gen_ai.system: "voyageai"
  • gen_ai.operation.name: "embeddings" or "rerank"
  • gen_ai.request.model: The model name
  • gen_ai.usage.input_tokens: Token count from the response
  • gen_ai.embeddings.dimension.count: Embedding vector dimension (for embed only)

Project links

Data verified by PyPI on Aug 10, 2026
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2 maintainers

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Credits

Author: Gal Kleinman

GitHub Statistics

Data verified by PyPI on Aug 10, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

Apache-2.0
View SPDX License List

Requires

Python <4, >=3.10

Provides Extra

instruments

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