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6c7dc2b
Add QwenPaw instrumentation
123liuziming 36395c2
Add changelog fragment
123liuziming 5a773f5
Apply ruff formatting
123liuziming 699d778
Address review feedback on QwenPaw instrumentation
123liuziming e1b0787
Address remaining review feedback on QwenPaw instrumentation
123liuziming a6e9843
Merge remote-tracking branch 'origin/main' into add-qwenpaw-instrumen…
123liuziming e13c8b7
Declare the streamed-turn time_to_first_chunk metric in conformance
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| Initial QwenPaw instrumentation: trace `AgentRunner.query_handler` turns as `invoke_agent` spans |
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instrumentation/opentelemetry-instrumentation-genai-qwenpaw/README.rst
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| OpenTelemetry QwenPaw Instrumentation | ||
| ===================================== | ||
|
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||
| |pypi| | ||
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| .. |pypi| image:: https://badge.fury.io/py/opentelemetry-instrumentation-genai-qwenpaw.svg | ||
| :target: https://pypi.org/project/opentelemetry-instrumentation-genai-qwenpaw/ | ||
|
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||
| This library traces user turns handled by `QwenPaw | ||
| <https://github.com/agentscope-ai/QwenPaw>`_, a personal assistant | ||
| application built on AgentScope. Each turn that goes through | ||
| ``AgentRunner.query_handler`` produces one ``invoke_agent`` span following | ||
| the OpenTelemetry GenAI semantic conventions, carrying the agent id | ||
| (``gen_ai.agent.id``), the agent display name (``gen_ai.agent.name``, on | ||
| versions that expose it), the session id (``gen_ai.conversation.id``), and | ||
| — when content capture is enabled — the turn's input and output messages. | ||
|
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| QwenPaw delegates model (LLM) and tool execution to AgentScope, so this | ||
| package emits no ``chat`` or ``execute_tool`` spans and its conformance | ||
| suite covers none — those operations belong to the AgentScope | ||
| instrumentation. Pair this package with the instrumentations of AgentScope | ||
| and the underlying model libraries so their calls appear as child spans | ||
| under the ``invoke_agent`` span. | ||
|
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| Installation | ||
| ------------ | ||
|
|
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| :: | ||
|
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| pip install opentelemetry-instrumentation-genai-qwenpaw | ||
|
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| Usage | ||
| ----- | ||
|
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| QwenPaw is started as its own app (CLI / process entrypoint). Use | ||
| OpenTelemetry zero-code instrumentation (``opentelemetry-instrument qwenpaw | ||
| app``) — check out the `zero-code example <examples/zero-code>`_ for a quick | ||
| start — or, if you control an embedding process, instrument | ||
| programmatically: | ||
|
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| .. code-block:: python | ||
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| from opentelemetry.instrumentation.genai.qwenpaw import QwenPawInstrumentor | ||
|
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| QwenPawInstrumentor().instrument() | ||
| # ... run the QwenPaw app in this process ... | ||
| QwenPawInstrumentor().uninstrument() | ||
|
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| Check out the `manual example <examples/manual>`_ for more details. | ||
|
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| Configuration | ||
| ------------- | ||
|
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| Capture Message Content | ||
| *********************** | ||
|
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| By default, input and output messages are not captured. To capture message | ||
| content, set the environment variable | ||
| ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT`` to one of | ||
| ``NO_CONTENT``, ``SPAN_ONLY``, ``EVENT_ONLY``, or ``SPAN_AND_EVENT``: | ||
|
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| :: | ||
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| export OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=SPAN_AND_EVENT | ||
|
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| Uploading prompts and completions | ||
| ********************************* | ||
|
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| Instead of recording message content inline, prompts and completions can be uploaded to external | ||
| storage via a completion hook. To enable the built-in upload hook, set: | ||
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| - ``OTEL_INSTRUMENTATION_GENAI_COMPLETION_HOOK=upload`` | ||
| - ``OTEL_INSTRUMENTATION_GENAI_UPLOAD_BASE_PATH`` to an ``fsspec``-compatible URI/path | ||
| (e.g. ``/path/to/prompts`` or ``gs://my_bucket``), and install the ``upload`` extra | ||
| (``pip install opentelemetry-util-genai[upload]``). | ||
|
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| A custom ``CompletionHook`` can also be passed programmatically, taking precedence over the | ||
| environment variable:: | ||
|
|
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| QwenPawInstrumentor().instrument(completion_hook=my_hook) | ||
|
|
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| See `examples/manual/custom_hook.py <examples/manual/custom_hook.py>`_ for a | ||
| runnable custom-hook example. | ||
|
|
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| Conformance | ||
| ----------- | ||
|
|
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| Semantic-convention conformance scenarios live in `tests/conformance | ||
| <tests/conformance>`_. | ||
|
|
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| References | ||
| ---------- | ||
|
|
||
| * `OpenTelemetry Project <https://opentelemetry.io/>`_ | ||
| * `OpenTelemetry GenAI semantic conventions <https://opentelemetry.io/docs/specs/semconv/gen-ai/>`_ | ||
| * `QwenPaw <https://github.com/agentscope-ai/QwenPaw>`_ | ||
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