🇺🇸 English • 🇨🇳 中文 • 🇹🇼 繁體中文 • 🇯🇵 日本語 • 🇵🇹 Português • 🇧🇷 Português • 🇰🇷 한국어 • 🇪🇸 Español • 🇩🇪 Deutsch • 🇫🇷 Français • 🇮🇱 עברית • 🇸🇦 العربية • 🇷🇺 Русский • 🇵🇱 Polski • 🇨🇿 Čeština • 🇳🇱 Nederlands • 🇹🇷 Türkçe • 🇺🇦 Українська • 🇻🇳 Tiếng Việt • 🇵🇭 Tagalog • 🇮🇩 Indonesia • 🇹🇭 ไทย • 🇮🇳 हिन्दी • 🇧🇩 বাংলা • 🇵🇰 اردو • 🇷🇴 Română • 🇸🇪 Svenska • 🇮🇹 Italiano • 🇬🇷 Ελληνικά • 🇭🇺 Magyar • 🇫🇮 Suomi • 🇩🇰 Dansk • 🇳🇴 Norsk
OpenInference는 AI 애플리케이션의 트레이싱을 가능하게 하는, [OpenTelemetry](https://opentelemetry.io/)를 보완하는
컨벤션과 플러그인의 모음입니다. OpenInference는
[Arize Phoenix](https://github.com/Arize-ai/phoenix)와 [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference)에서 네이티브로 지원되지만, OpenTelemetry 호환 백엔드라면
어디에서든 사용할 수 있습니다.
## 명세
OpenInference 명세는 [spec 디렉터리](../../spec/)에 있는 마크다운 파일로 작성됩니다. 이 명세는
LLM 호출과 그 주변의 애플리케이션 컨텍스트(예: 벡터 저장소에서의 검색
및 검색 엔진이나 API 같은 외부 도구의 사용)에 대한 인사이트를 제공하도록 설계되었습니다. 명세는 전송 방식과 파일 형식에 구애받지 않으며,
JSON, ProtoBuf, DataFrames 등 다른 명세와 함께 사용하도록 만들어졌습니다.
## 계측
OpenInference는 다양한 언어로 인기 있는 머신러닝 SDK 및 프레임워크를 위한
계측 모음을 제공합니다.
## Python
### 라이브러리
| 패키지 | 설명 | 버전 |
|-------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [`openinference-semantic-conventions`](../../python/openinference-semantic-conventions) | LLM 앱 트레이싱을 위한 시맨틱 컨벤션. | [](https://pypi.python.org/pypi/openinference-semantic-conventions) |
| [`openinference-instrumentation`](../../python/openinference-instrumentation) | 계측을 위한 재사용 가능한 유틸리티, 데코레이터, 구성 및 헬퍼. | [](https://pypi.python.org/pypi/openinference-instrumentation) |
| [`openinference-instrumentation-agno`](../../python/instrumentation/openinference-instrumentation-agno) | Agno Agents용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-agno) |
| [`openinference-instrumentation-ag2`](../../python/instrumentation/openinference-instrumentation-ag2) | AG2용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-ag2) |
| [`openinference-instrumentation-openai`](../../python/instrumentation/openinference-instrumentation-openai) | OpenAI SDK용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-openai) |
| [`openinference-instrumentation-openai-agents`](../../python/instrumentation/openinference-instrumentation-openai-agents) | OpenAI Agents SDK용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-openai-agents) |
| [`openinference-instrumentation-claude-agent-sdk`](../../python/instrumentation/openinference-instrumentation-claude-agent-sdk) | Claude Agent SDK용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-claude-agent-sdk) |
| [`openinference-instrumentation-llama-index`](../../python/instrumentation/openinference-instrumentation-llama-index) | LlamaIndex용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-llama-index) |
| [`openinference-instrumentation-dspy`](../../python/instrumentation/openinference-instrumentation-dspy) | DSPy용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-dspy) |
| [`openinference-instrumentation-bedrock`](../../python/instrumentation/openinference-instrumentation-bedrock) | AWS Bedrock용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-bedrock) |
| [`openinference-instrumentation-langchain`](../../python/instrumentation/openinference-instrumentation-langchain) | LangChain용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-langchain) |
| [`openinference-instrumentation-mcp`](../../python/instrumentation/openinference-instrumentation-mcp) | MCP용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-mcp) |
| [`openinference-instrumentation-mistralai`](../../python/instrumentation/openinference-instrumentation-mistralai) | MistralAI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-mistralai) |
| [`openinference-instrumentation-portkey`](../../python/instrumentation/openinference-instrumentation-portkey) | Portkey용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-portkey) |
| [`openinference-instrumentation-guardrails`](../../python/instrumentation/openinference-instrumentation-guardrails) | Guardrails용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-guardrails) |
| [`openinference-instrumentation-vertexai`](../../python/instrumentation/openinference-instrumentation-vertexai) | VertexAI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-vertexai) |
| [`openinference-instrumentation-crewai`](../../python/instrumentation/openinference-instrumentation-crewai) | CrewAI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-crewai) |
| [`openinference-instrumentation-haystack`](../../python/instrumentation/openinference-instrumentation-haystack) | Haystack용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-haystack) |
| [`openinference-instrumentation-litellm`](../../python/instrumentation/openinference-instrumentation-litellm) | liteLLM용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-litellm) |
| [`openinference-instrumentation-groq`](../../python/instrumentation/openinference-instrumentation-groq) | Groq용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-groq) |
| [`openinference-instrumentation-instructor`](../../python/instrumentation/openinference-instrumentation-instructor) | Instructor용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-instructor) |
| [`openinference-instrumentation-anthropic`](../../python/instrumentation/openinference-instrumentation-anthropic) | Anthropic용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-anthropic) |
| [`openinference-instrumentation-beeai`](../../python/instrumentation/openinference-instrumentation-beeai) | BeeAI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-beeai) |
| [`openinference-instrumentation-google-genai`](../../python/instrumentation/openinference-instrumentation-google-genai) | Google GenAI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-google-genai) |
| [`openinference-instrumentation-google-adk`](../../python/instrumentation/openinference-instrumentation-google-adk) | Google ADK용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-google-adk) |
| [`openinference-instrumentation-autogen-agentchat`](../../python/instrumentation/openinference-instrumentation-autogen-agentchat) | Microsoft Autogen AgentChat용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-autogen-agentchat) |
| [`openinference-instrumentation-pydantic-ai`](../../python/instrumentation/openinference-instrumentation-pydantic-ai) | PydanticAI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-pydantic-ai) |
| [`openinference-instrumentation-smolagents`](../../python/instrumentation/openinference-instrumentation-smolagents) | smolagents용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-smolagents) |
| [`openinference-instrumentation-pipecat`](../../python/instrumentation/openinference-instrumentation-pipecat) | Pipecat용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-pipecat) |
| [`openinference-instrumentation-agentspec`](../../python/instrumentation/openinference-instrumentation-agentspec) | Open Agent Specification용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-agentspec) |
| [`openinference-instrumentation-strands-agents`](../../python/instrumentation/openinference-instrumentation-strands-agents) | Strands Agents용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-strands-agents) |
| [`openinference-instrumentation-together`](../../python/instrumentation/openinference-instrumentation-together) | Together AI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-together) |
| [`openinference-instrumentation-typesafe`](../../python/instrumentation/openinference-instrumentation-typesafe) | TypeSafe AI용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-typesafe) |
| [`openinference-instrumentation-ollama`](../../python/instrumentation/openinference-instrumentation-ollama) | Ollama용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-ollama) |
| [`openinference-instrumentation-cohere`](../../python/instrumentation/openinference-instrumentation-cohere) | Cohere용 OpenInference 계측. | [](https://pypi.python.org/pypi/openinference-instrumentation-cohere) |
## 스팬 프로세서
데이터를 통일하는 스팬 프로세서를 추가하여 다른 계측 라이브러리의 데이터를 정규화하고 변환합니다.
| 패키지 | 설명 | 버전 |
| ----------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`openinference-instrumentation-openlit`](../../python/instrumentation/openinference-instrumentation-openlit) | OpenLIT 트레이스용 OpenInference 스팬 프로세서. | [](https://pypi.python.org/pypi/openinference-instrumentation-openlit) |
| [`openinference-instrumentation-openllmetry`](../../python/instrumentation/openinference-instrumentation-openllmetry) | OpenLLMetry(Traceloop) 트레이스용 OpenInference 스팬 프로세서. | [](https://pypi.python.org/pypi/openinference-instrumentation-openllmetry) |
### 예제
| 이름 | 설명 | 난이도 |
| ----------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------- | ---------------- |
| [Agno](../../python/instrumentation/openinference-instrumentation-agno/examples/) | Agno 에이전트 예제 | 초급 |
| [OpenAI SDK](../../python/instrumentation/openinference-instrumentation-openai/examples/) | 채팅 완성 및 임베딩을 포함한 OpenAI Python SDK | 초급 |
| [Claude Agent SDK](../../python/instrumentation/openinference-instrumentation-claude-agent-sdk/examples/) | Claude Agent SDK | 초급 |
| [MistralAI SDK](../../python/instrumentation/openinference-instrumentation-mistralai/examples/) | MistralAI Python SDK | 초급 |
| [VertexAI SDK](../../python/instrumentation/openinference-instrumentation-vertexai/examples/) | VertexAI Python SDK | 초급 |
| [LlamaIndex](../../python/instrumentation/openinference-instrumentation-llama-index/examples/) | LlamaIndex 쿼리 엔진 | 초급 |
| [DSPy](../../python/instrumentation/openinference-instrumentation-dspy/examples/) | DSPy 프리미티브 및 사용자 정의 RAG 모듈 | 초급 |
| [Boto3 Bedrock Client](../../python/instrumentation/openinference-instrumentation-bedrock/examples/) | Boto3 Bedrock 클라이언트 | 초급 |
| [LangChain](../../python/instrumentation/openinference-instrumentation-langchain/examples/) | LangChain 프리미티브 및 간단한 체인 | 초급 |
| [LiteLLM](../../python/instrumentation/openinference-instrumentation-litellm/) | 경량 LiteLLM 프레임워크 | 초급 |
| [LiteLLM Proxy](../../python/instrumentation/openinference-instrumentation-litellm/examples/litellm-proxy/) | OpenAI, Azure, Vertex, Bedrock 호출을 로깅하는 LiteLLM Proxy | 초급 |
| [Groq](../../python/instrumentation/openinference-instrumentation-groq/examples/) | Groq 및 AsyncGroq 채팅 완성 | 초급 |
| [Together AI](../../python/instrumentation/openinference-instrumentation-together/examples/) | Together 및 AsyncTogether 채팅 완성, 스트리밍, 도구 호출 | 초급 |
| [TypeSafe AI](../../python/instrumentation/openinference-instrumentation-typesafe/examples/) | TypeSafeClient 및 AsyncTypeSafeClient System One 호출(Noul, Choice, Score) | 초급 |
| [Anthropic](../../python/instrumentation/openinference-instrumentation-anthropic/examples/) | Anthropic Messages 클라이언트 | 초급 |
| [BeeAI](../../python/instrumentation/openinference-instrumentation-beeai/examples/) | BeeAI 프레임워크의 에이전트 계측 | 초급 |
| [Haystack](../../python/instrumentation/openinference-instrumentation-haystack/examples/) | Haystack QA RAG 애플리케이션 | 중급 |
| [OpenAI Agents](../../python/instrumentation/openinference-instrumentation-openai-agents/examples/) | 핸드오프를 사용하는 OpenAI Agents | 중급 |
| [Autogen AgentChat](../../python/instrumentation/openinference-instrumentation-autogen-agentchat/examples/) | Microsoft Autogen Assistant Agent 및 Team Chat | 중급 |
| [AG2](../../python/instrumentation/openinference-instrumentation-ag2/examples/) | AG2 도구 호출, 그룹 채팅 및 순차 채팅 | 중급 |
| [PydanticAI](../../python/instrumentation/openinference-instrumentation-pydantic-ai/examples/) | PydanticAI 에이전트 예제 | 중급 |
| [Pipecat](../../python/instrumentation/openinference-instrumentation-pipecat/examples/) | Pipecat 애플리케이션 예제 | 중급 |
| [Ollama](../../python/instrumentation/openinference-instrumentation-ollama/examples/) | Ollama 채팅, 스트리밍, 도구 호출 | 초급 |
| [Cohere](../../python/instrumentation/openinference-instrumentation-cohere/examples/) | Cohere ClientV2 채팅 완성 | 초급 |
## JavaScript
### 라이브러리
| 패키지 | 설명 | 버전 |
| ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`@arizeai/openinference-semantic-conventions`](../../js/packages/openinference-semantic-conventions) | LLM 앱 트레이싱을 위한 시맨틱 컨벤션. | [](https://www.npmjs.com/package/@arizeai/openinference-semantic-conventions) |
| [`@arizeai/openinference-core`](../../js/packages/openinference-core) | 계측을 위한 재사용 가능한 유틸리티, 구성 및 헬퍼. | [](https://www.npmjs.com/package/@arizeai/openinference-core) |
| [`@arizeai/openinference-instrumentation-bedrock`](../../js/packages/openinference-instrumentation-bedrock) | AWS Bedrock용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-bedrock) |
| [`@arizeai/openinference-instrumentation-bedrock-agent-runtime`](../../js/packages/openinference-instrumentation-bedrock-agent-runtime) | AWS Bedrock Agent Runtime용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-bedrock-agent-runtime) |
| [`@arizeai/openinference-instrumentation-beeai`](../../js/packages/openinference-instrumentation-beeai) | BeeAI용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-beeai) |
| [`@arizeai/openinference-instrumentation-langchain`](../../js/packages/openinference-instrumentation-langchain) | LangChain.js용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-langchain) |
| [`@arizeai/openinference-instrumentation-mcp`](../../js/packages/openinference-instrumentation-mcp) | MCP용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-mcp) |
| [`@arizeai/openinference-instrumentation-openai`](../../js/packages/openinference-instrumentation-openai) | OpenAI SDK용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-openai) |
| [`@arizeai/openinference-instrumentation-anthropic`](../../js/packages/openinference-instrumentation-anthropic) | Anthropic SDK용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-anthropic) |
| [`@arizeai/openinference-instrumentation-claude-agent-sdk`](../../js/packages/openinference-instrumentation-claude-agent-sdk) | Claude Agent SDK용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-claude-agent-sdk) |
| [`@arizeai/openinference-vercel`](../../js/packages/openinference-vercel) | Vercel AI SDK를 위한 OpenInference 지원. | [](https://www.npmjs.com/package/@arizeai/openinference-vercel) |
| [`@arizeai/openinference-tanstack-ai`](../../js/packages/openinference-tanstack-ai) | TanStack AI용 OpenInference 미들웨어. | [](https://www.npmjs.com/package/@arizeai/openinference-tanstack-ai) |
| [`@arizeai/openinference-genai`](../../js/packages/openinference-genai) | GenAI 컨벤션을 위한 OpenInference 지원 | [](https://www.npmjs.com/package/@arizeai/openinference-genai) |
| [`@arizeai/openinference-instrumentation-typesafe`](../../js/packages/openinference-instrumentation-typesafe) | TypeSafe AI SDK용 OpenInference 계측. | [](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-typesafe) |
### 예제
| 이름 | 설명 | 난이도 |
| --- | --- | --- |
| [TypeSafe AI](../../js/packages/openinference-instrumentation-typesafe/examples/) | 분류, 구조화된 질문, 신뢰도 기반 LLM 라우팅 | 초급 |
## Java
### 라이브러리
| 패키지 | 설명 | 버전 |
| --------------------------------------------------------------------------------------------------------------- | ---------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`openinference-semantic-conventions`](../../java/openinference-semantic-conventions) | LLM 앱 트레이싱을 위한 시맨틱 컨벤션. | [](https://central.sonatype.com/artifact/com.arize/openinference-semantic-conventions) |
| [`openinference-instrumentation`](../../java/openinference-instrumentation) | 기본 계측 유틸리티. | [](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation) |
| [`openinference-instrumentation-langchain4j`](../../java/instrumentation/openinference-instrumentation-langchain4j) | LangChain4j용 OpenInference 계측. | [](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-langchain4j) |
| [`openinference-instrumentation-springAI`](../../java/instrumentation/openinference-instrumentation-springAI) | Spring AI용 OpenInference 계측. | [](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-springAI) |
| [`openinference-instrumentation-annotation`](../../java/instrumentation/openinference-instrumentation-annotation) | ByteBuddy를 사용한 어노테이션 기반 수동 트레이싱. | [](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-annotation) |
| [`openinference-instrumentation-adk-java`](../../java/instrumentation/openinference-instrumentation-adk-java) | Google ADK Java (`-javaagent`)용 OpenInference 계측. | [](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-adk-java) |
### 예제
| 이름 | 설명 | 난이도 |
| -------------------------------------------------------- | ---------------------------------------------- | ---------------- |
| [LangChain4j 예제](../../java/examples/langchain4j-example) | OpenAI와 함께 LangChain4j를 사용하는 간단한 예제 | 초급 |
| [Spring AI 예제](../../java/examples/spring-ai-example) | OpenAI 및 도구 호출을 사용하는 Spring AI 예제 | 초급 |
| [어노테이션 예제](../../java/examples/annotation-example) | `@Chain`, `@LLM`, `@Tool`, `@Agent`를 사용한 어노테이션 기반 트레이싱 | 초급 |
| [프로그래밍 방식 예제](../../java/examples/programmatic-example) | 타입이 지정된 스팬 클래스(`LLMSpan`, `AgentSpan` 등)를 사용한 수동 트레이싱 | 초급 |
| [ADK Java 예제](../../java/examples/adk-java-example) | ADK `-javaagent`로 트레이싱되며 함수 도구를 갖춘 Google ADK for Java 에이전트 | 초급 |
## Go
### 라이브러리
| 패키지 | 설명 | 버전 |
| --- | --- | --- |
| [`openinference-semantic-conventions`](../../go/openinference-semantic-conventions) | LLM 앱 트레이싱을 위한 시맨틱 컨벤션. | `go get github.com/Arize-ai/openinference/go/openinference-semantic-conventions` |
| [`openinference-instrumentation`](../../go/openinference-instrumentation) | 억제(suppression), 컨텍스트 속성 전파 및 `TraceConfig` 마스킹. `OPENINFERENCE_HIDE_*` 환경 변수를 따릅니다. | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation` |
| [`openinference-instrumentation-anthropic-sdk-go`](../../go/openinference-instrumentation-anthropic-sdk-go) | Anthropic Go SDK (`anthropics/anthropic-sdk-go`)용 OpenInference 계측. | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation-anthropic-sdk-go` |
| [`openinference-instrumentation-openai-go`](../../go/openinference-instrumentation-openai-go) | 공식 OpenAI Go SDK([`openai/openai-go`](https://github.com/openai/openai-go))용 OpenInference 계측. | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation-openai-go` |
Go 1.25 이상이 필요합니다. [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference)로의 한 줄 OTLP/HTTP 설정을 위해 [`arize-otel-go`](https://github.com/Arize-ai/arize-otel-go)와 함께 사용하거나, 원하는 OTel 익스포터를 연결하세요(예: `http://localhost:6006/v1/traces`의 [Phoenix](https://github.com/Arize-ai/phoenix)).
## 지원되는 대상
OpenInference는 다음 대상을 스팬 수집기로 지원합니다.
- ✅ [Arize Phoenix](https://github.com/Arize-ai/phoenix)
- ✅ [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference)
- ✅ 모든 OTEL 호환 수집기
## 커뮤니티
커뮤니티에 참여하여 수천 명의 머신러닝 실무자 및 LLM 관측성 애호가와 교류하세요!
- 🌍 [Slack 커뮤니티](https://join.slack.com/t/arize-ai/shared_invite/zt-3lqwr2oc3-7rhdyYEh82zJL_UhPKrb0A)에 참여하세요.
- 💡 _#phoenix-support_ 채널에서 질문하고 피드백을 남겨 주세요.
- 🌟 [GitHub](https://github.com/Arize-ai/openinference)에 스타를 남겨 주세요.
- 🐞 [GitHub Issues](https://github.com/Arize-ai/openinference/issues)로 버그를 제보해 주세요.
- 𝕏 [X](https://twitter.com/ArizePhoenix)에서 팔로우하세요.
- 🗺️ [로드맵](https://github.com/orgs/Arize-ai/projects/45)에서 앞으로의 계획을 확인하세요.