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NeoSigma tracing SDK — wrap your agents, emit OpenTelemetry spans to NeoSigma

Project description

neosigma-sdk

Trace your AI agents and ship the results to NeoSigma. Add a few lines, run your agents as usual, and every run's model calls, tool calls, and token usage lands in NeoSigma as a structured OpenTelemetry trace.

  • Dark by default: with no API key (and NEOSIGMA_CONSOLE_EXPORT=false) the SDK is a complete no-op and never touches your application's own OpenTelemetry setup, so it's safe to leave in place.
  • Provider-agnostic: a small core with thin adapters that wrap the agent framework you already use, with no hard dependency on any provider SDK.

Install

pip install neosigma-sdk
# or:  uv add neosigma-sdk

Quickstart

import neosigma_sdk as neosigma

neosigma.init()        # reads NEOSIGMA_API_KEY from the environment
# ... wrap your agent client with the adapter for your framework and run as usual ...
neosigma.shutdown()    # flush before exit (long-running servers flush in the background)

Anthropic Managed Agents is supported today, with more frameworks on the way. See the documentation for per-adapter setup and the full API.

Example: Anthropic Managed Agents

import anthropic
import neosigma_sdk as neosigma

neosigma.init()
client = neosigma.wrap_managed_agents(anthropic.Anthropic())

# Build and run a Managed Agents session as you normally would. Streaming the
# session produces one NeoSigma trace: model calls, tool calls, and token usage.
session = client.beta.sessions.create(agent=agent, environment_id=environment.id)
with client.beta.sessions.events.stream(session_id=session.id) as stream:
    for event in stream:
        ...

neosigma.shutdown()

AsyncAnthropic works the same way (async with / async for).

Configuration

Common settings read from a NEOSIGMA_* environment variable, or can be passed to init(...):

Variable Default Purpose
NEOSIGMA_API_KEY (none) Your ns_live_... key. Required to export, without it the SDK stays dark.
NEOSIGMA_PROJECT default Logical project name, attached to every trace.
NEOSIGMA_OTEL_ENDPOINT NeoSigma cloud OTLP/HTTP endpoint. Override to target another environment.
NEOSIGMA_CONSOLE_EXPORT false Also print spans to stdout, for local debugging.

See the NeoSigma documentation for the complete configuration reference and API docs.

License

Released under the MIT License.

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