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merged 18 commits into from
May 23, 2025
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feat: pydanticai instrumentation #1639

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a5fcbea
wip
davidgmonical May 2, 2025
a4cd44a
rework attribute mapping plus test
davidgmonical May 14, 2025
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davidgmonical May 15, 2025
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davidgmonical May 16, 2025
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passing tox
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davidgmonical May 16, 2025
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add a requirments file
mikeldking May 21, 2025
49b0ad1
rename package, import gen_ai attributes, fix tests
davidgmonical May 22, 2025
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Merge branch 'david/pydantic-instrumentation' of github.com:Arize-ai/…
davidgmonical May 22, 2025
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11110e0
use processor, update readme, update example, fix deps
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30 changes: 16 additions & 14 deletions README.md
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### Libraries

| Package | Description | Version |
|-------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| ----------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`openinference-semantic-conventions`](./python/openinference-semantic-conventions) | Semantic conventions for tracing of LLM Apps. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-semantic-conventions.svg)](https://pypi.python.org/pypi/openinference-semantic-conventions) |
| [`openinference-instrumentation-agno`](./python/instrumentation/openinference-instrumentation-agno) | OpenInference Instrumentation for Agno Agents. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-agno.svg)](https://pypi.python.org/pypi/openinference-instrumentation-agno) |
| [`openinference-instrumentation-openai`](./python/instrumentation/openinference-instrumentation-openai) | OpenInference Instrumentation for OpenAI SDK. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-openai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-openai) |
Expand All @@ -55,11 +55,12 @@ languages.
| [`openinference-instrumentation-beeai`](./python/instrumentation/openinference-instrumentation-beeai) | OpenInference Instrumentation for BeeAI. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-beeai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-beeai) |
| [`openinference-instrumentation-google-genai`](./python/instrumentation/openinference-instrumentatimn-google-genai) | OpenInference Instrumentation for Google GenAI. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-google-genai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-google-genai) |
| [`openinference-instrumentation-autogen-agentchat`](./python/instrumentation/openinference-instrumentation-autogen-agentchat) | OpenInference Instrumentation for Microsoft Autogen AgentChat. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-autogen-agentchat.svg)](https://pypi.python.org/pypi/openinference-instrumentation-autogen-agentchat) |
| [`openinference-instrumentation-pydantic-ai`](./python/instrumentation/openinference-instrumentation-pydantic-ai) | OpenInference Instrumentation for PydanticAI. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-pydantic-ai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-pydantic-ai) |

### Examples

| Name | Description | Complexity Level |
|-------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------|------------------|
| ----------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------- | ---------------- |
| [Agno](python/instrumentation/openinference-instrumentation-agno/examples/) | Agno agent examples | Beginner |
| [OpenAI SDK](python/instrumentation/openinference-instrumentation-openai/examples/) | OpenAI Python SDK, including chat completions and embeddings | Beginner |
| [MistralAI SDK](python/instrumentation/openinference-instrumentation-mistralai/examples/) | MistralAI Python SDK | Beginner |
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| [Haystack](python/instrumentation/openinference-instrumentation-haystack/examples/) | A Haystack QA RAG application | Intermediate |
| [OpenAI Agents](python/instrumentation/openinference-instrumentation-openai-agents/examples/) | OpenAI Agents with handoffs | Intermediate |
| [Autogen AgentChat](python/instrumentation/openinference-instrumentation-autogen-agentchat/examples/) | Microsoft Autogen Assistant Agent and Team Chat | Intermediate |
| [PydanticAI](python/instrumentation/openinference-instrumentation-pydantic-ai/examples/) | PydanticAI agent examples | Intermediate |

## JavaScript

### Libraries

| Package | Description | Version |
|-------------------------------------------------------------------------------------------------------------|-------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| ----------------------------------------------------------------------------------------------------------- | ----------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`@arizeai/openinference-semantic-conventions`](./js/packages/openinference-semantic-conventions) | Semantic conventions for tracing of LLM Apps. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-semantic-conventions.svg)](https://www.npmjs.com/package/@arizeai/openinference-semantic-conventions) |
| [`@arizeai/openinference-core`](./js/packages/openinference-core) | Core utility functions for instrumentation | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-core.svg)](https://www.npmjs.com/package/@arizeai/openinference-core) |
| [`@arizeai/openinference-instrumentation-beeai`](./js/packages/openinference-instrumentation-beeai) | OpenInference Instrumentation for BeeAI. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-beeai)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-beeai) |
Expand All @@ -97,7 +99,7 @@ languages.
### Examples

| Name | Description | Complexity Level |
|--------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------|
| ------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------- |
| [OpenAI SDK](js/examples/openai) | OpenAI Node.js client | Beginner |
| [BeeAI framework - ReAct agent](js/packages/openinference-instrumentation-beeai/examples/run-react-agent.ts) | Agentic `ReActAgent` instrumentation in the BeeAI framework | Beginner |
| [BeeAI framework - ToolCalling agent](js/packages/openinference-instrumentation-beeai/examples/run-toolcalling-agent.ts) | Agentic `ToolCallingAgent` instrumentation in the BeeAI framework | Beginner |
Expand All @@ -111,18 +113,18 @@ languages.

OpenInference supports the following destinations as span collectors.

- ✅ [Arize-Phoenix](https://github.com/Arize-ai/phoenix)
- ✅ [Arize](https://arize.com/)
- ✅ Any OTEL-compatible collector
- ✅ [Arize-Phoenix](https://github.com/Arize-ai/phoenix)
- ✅ [Arize](https://arize.com/)
- ✅ Any OTEL-compatible collector

## Community

Join our community to connect with thousands of machine learning practitioners and LLM observability enthusiasts!

- 🌍 Join
our [Slack community](https://arize-ai.slack.com/join/shared_invite/zt-11t1vbu4x-xkBIHmOREQnYnYDH1GDfCg?__hstc=259489365.a667dfafcfa0169c8aee4178d115dc81.1733501603539.1733501603539.1733501603539.1&__hssc=259489365.1.1733501603539&__hsfp=3822854628&submissionGuid=381a0676-8f38-437b-96f2-fc10875658df#/shared-invite/email).
- 💡 Ask questions and provide feedback in the _#phoenix-support_ channel.
- 🌟 Leave a star on our [GitHub](https://github.com/Arize-ai/openinference).
- 🐞 Report bugs with [GitHub Issues](https://github.com/Arize-ai/openinference/issues).
- 𝕏 Follow us on [X](https://twitter.com/ArizePhoenix).
- 🗺️ Check out our [roadmap](https://github.com/orgs/Arize-ai/projects/45) to see where we're heading next.
- 🌍 Join
our [Slack community](https://arize-ai.slack.com/join/shared_invite/zt-11t1vbu4x-xkBIHmOREQnYnYDH1GDfCg?__hstc=259489365.a667dfafcfa0169c8aee4178d115dc81.1733501603539.1733501603539.1733501603539.1&__hssc=259489365.1.1733501603539&__hsfp=3822854628&submissionGuid=381a0676-8f38-437b-96f2-fc10875658df#/shared-invite/email).
- 💡 Ask questions and provide feedback in the _#phoenix-support_ channel.
- 🌟 Leave a star on our [GitHub](https://github.com/Arize-ai/openinference).
- 🐞 Report bugs with [GitHub Issues](https://github.com/Arize-ai/openinference/issues).
- 𝕏 Follow us on [X](https://twitter.com/ArizePhoenix).
- 🗺️ Check out our [roadmap](https://github.com/orgs/Arize-ai/projects/45) to see where we're heading next.
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# Changelog
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