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OpenInference, AI uygulamalarının izlenmesini sağlamak için [OpenTelemetry](https://opentelemetry.io/)'yi tamamlayan
bir dizi kural ve eklentiden oluşur. OpenInference, doğal olarak
[Arize Phoenix](https://github.com/Arize-ai/phoenix) ve [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference) tarafından desteklenir, ancak OpenTelemetry ile uyumlu herhangi bir backend ile
de kullanılabilir.

## Spesifikasyon

OpenInference spesifikasyonu, [spec dizininde](../../spec/) bulunan markdown dosyalarında düzenlenir. Spesifikasyon,
LLM çağrılarına ve vektör depolarından retrieval gibi çevreleyen uygulama bağlamına
ve arama motorları veya API'ler gibi harici araçların kullanımına dair içgörü sağlamak üzere tasarlanmıştır. Spesifikasyon, aktarım ve dosya formatından bağımsızdır
ve JSON, ProtoBuf ve DataFrames gibi diğer spesifikasyonlarla birlikte kullanılmak üzere tasarlanmıştır.

## Enstrümantasyon

OpenInference, popüler makine öğrenmesi SDK'ları ve framework'leri için çeşitli
dillerde bir dizi enstrümantasyon sunar.

## Python

### Kütüphaneler

| Paket | Açıklama | Sürüm |
|-------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [`openinference-semantic-conventions`](../../python/openinference-semantic-conventions)                                           | LLM uygulamalarının izlenmesi için semantik kurallar. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-semantic-conventions.svg)](https://pypi.python.org/pypi/openinference-semantic-conventions)                           |
| [`openinference-instrumentation`](../../python/openinference-instrumentation)                                                     | Enstrümantasyon için yeniden kullanılabilir yardımcı araçlar, dekoratörler, yapılandırmalar ve yardımcılar. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation.svg)](https://pypi.python.org/pypi/openinference-instrumentation)                                     |
| [`openinference-instrumentation-agno`](../../python/instrumentation/openinference-instrumentation-agno)                           | Agno Agents için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-agno.svg)](https://pypi.python.org/pypi/openinference-instrumentation-agno)                           |
| [`openinference-instrumentation-ag2`](../../python/instrumentation/openinference-instrumentation-ag2)                             | AG2 için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-ag2.svg)](https://pypi.python.org/pypi/openinference-instrumentation-ag2)                             |
| [`openinference-instrumentation-openai`](../../python/instrumentation/openinference-instrumentation-openai)                       | OpenAI SDK için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-openai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-openai)                       |
| [`openinference-instrumentation-openai-agents`](../../python/instrumentation/openinference-instrumentation-openai-agents)         | OpenAI Agents SDK için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-openai-agents.svg)](https://pypi.python.org/pypi/openinference-instrumentation-openai-agents)         |
| [`openinference-instrumentation-claude-agent-sdk`](../../python/instrumentation/openinference-instrumentation-claude-agent-sdk)   | Claude Agent SDK için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-claude-agent-sdk.svg)](https://pypi.python.org/pypi/openinference-instrumentation-claude-agent-sdk)         |
| [`openinference-instrumentation-llama-index`](../../python/instrumentation/openinference-instrumentation-llama-index)             | LlamaIndex için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-llama-index.svg)](https://pypi.python.org/pypi/openinference-instrumentation-llama-index)             |
| [`openinference-instrumentation-dspy`](../../python/instrumentation/openinference-instrumentation-dspy)                           | DSPy için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-dspy.svg)](https://pypi.python.org/pypi/openinference-instrumentation-dspy)                           |
| [`openinference-instrumentation-bedrock`](../../python/instrumentation/openinference-instrumentation-bedrock)                     | AWS Bedrock için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-bedrock.svg)](https://pypi.python.org/pypi/openinference-instrumentation-bedrock)                     |
| [`openinference-instrumentation-langchain`](../../python/instrumentation/openinference-instrumentation-langchain)                 | LangChain için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-langchain.svg)](https://pypi.python.org/pypi/openinference-instrumentation-langchain)                 |
| [`openinference-instrumentation-mcp`](../../python/instrumentation/openinference-instrumentation-mcp)                             | MCP için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-mcp.svg)](https://pypi.python.org/pypi/openinference-instrumentation-mcp)                             |
| [`openinference-instrumentation-mistralai`](../../python/instrumentation/openinference-instrumentation-mistralai)                 | MistralAI için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-mistralai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-mistralai)                 |
| [`openinference-instrumentation-portkey`](../../python/instrumentation/openinference-instrumentation-portkey)                     | Portkey için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-portkey.svg)](https://pypi.python.org/pypi/openinference-instrumentation-portkey)                     |
| [`openinference-instrumentation-guardrails`](../../python/instrumentation/openinference-instrumentation-guardrails)               | Guardrails için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-guardrails.svg)](https://pypi.python.org/pypi/openinference-instrumentation-guardrails)               |
| [`openinference-instrumentation-vertexai`](../../python/instrumentation/openinference-instrumentation-vertexai)                   | VertexAI için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-vertexai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-vertexai)                   |
| [`openinference-instrumentation-crewai`](../../python/instrumentation/openinference-instrumentation-crewai)                       | CrewAI için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-crewai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-crewai)                       |
| [`openinference-instrumentation-haystack`](../../python/instrumentation/openinference-instrumentation-haystack)                   | Haystack için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-haystack.svg)](https://pypi.python.org/pypi/openinference-instrumentation-haystack)                   |
| [`openinference-instrumentation-litellm`](../../python/instrumentation/openinference-instrumentation-litellm)                     | liteLLM için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-litellm.svg)](https://pypi.python.org/pypi/openinference-instrumentation-litellm)                     |
| [`openinference-instrumentation-groq`](../../python/instrumentation/openinference-instrumentation-groq)                           | Groq için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-groq.svg)](https://pypi.python.org/pypi/openinference-instrumentation-groq)                           |
| [`openinference-instrumentation-instructor`](../../python/instrumentation/openinference-instrumentation-instructor)               | Instructor için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-instructor.svg)](https://pypi.python.org/pypi/openinference-instrumentation-instructor)               |
| [`openinference-instrumentation-anthropic`](../../python/instrumentation/openinference-instrumentation-anthropic)                 | Anthropic için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-anthropic.svg)](https://pypi.python.org/pypi/openinference-instrumentation-anthropic)                 |
| [`openinference-instrumentation-beeai`](../../python/instrumentation/openinference-instrumentation-beeai)                         | BeeAI için OpenInference enstrümantasyonu. | [![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-instrumentation-google-genai)           | Google GenAI için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-google-genai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-google-genai)           |
| [`openinference-instrumentation-google-adk`](../../python/instrumentation/openinference-instrumentation-google-adk)               | Google ADK için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-google-adk.svg)](https://pypi.python.org/pypi/openinference-instrumentation-google-adk)               |
| [`openinference-instrumentation-autogen-agentchat`](../../python/instrumentation/openinference-instrumentation-autogen-agentchat) | Microsoft Autogen AgentChat için OpenInference enstrümantasyonu. | [![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)             | PydanticAI için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-pydantic-ai.svg)](https://pypi.python.org/pypi/openinference-instrumentation-pydantic-ai)             |
| [`openinference-instrumentation-smolagents`](../../python/instrumentation/openinference-instrumentation-smolagents)               | smolagents için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-smolagents.svg)](https://pypi.python.org/pypi/openinference-instrumentation-smolagents)               |
| [`openinference-instrumentation-pipecat`](../../python/instrumentation/openinference-instrumentation-pipecat)                     | Pipecat için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-pipecat.svg)](https://pypi.python.org/pypi/openinference-instrumentation-pipecat)                     |
| [`openinference-instrumentation-agentspec`](../../python/instrumentation/openinference-instrumentation-agentspec)                 | Open Agent Specification için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-agentspec.svg)](https://pypi.python.org/pypi/openinference-instrumentation-agentspec)                 |
| [`openinference-instrumentation-strands-agents`](../../python/instrumentation/openinference-instrumentation-strands-agents)       | Strands Agents için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-strands-agents.svg)](https://pypi.python.org/pypi/openinference-instrumentation-strands-agents)       |
| [`openinference-instrumentation-together`](../../python/instrumentation/openinference-instrumentation-together)                   | Together AI için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-together.svg)](https://pypi.python.org/pypi/openinference-instrumentation-together)                   |
| [`openinference-instrumentation-typesafe`](../../python/instrumentation/openinference-instrumentation-typesafe)                   | TypeSafe AI için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-typesafe.svg)](https://pypi.python.org/pypi/openinference-instrumentation-typesafe)                   |
| [`openinference-instrumentation-ollama`](../../python/instrumentation/openinference-instrumentation-ollama)                       | Ollama için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-ollama.svg)](https://pypi.python.org/pypi/openinference-instrumentation-ollama)                       |
| [`openinference-instrumentation-cohere`](../../python/instrumentation/openinference-instrumentation-cohere)                       | Cohere için OpenInference enstrümantasyonu. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-cohere.svg)](https://pypi.python.org/pypi/openinference-instrumentation-cohere)                       |

## Span İşlemcileri

Verileri birleştiren span işlemcileri ekleyerek diğer enstrümantasyon kütüphanelerinden gelen verileri normalleştirin ve dönüştürün.

| Paket | Açıklama | Sürüm |
| ----------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`openinference-instrumentation-openlit`](../../python/instrumentation/openinference-instrumentation-openlit)         | OpenLIT trace'leri için OpenInference Span İşlemcisi. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-openlit.svg)](https://pypi.python.org/pypi/openinference-instrumentation-openlit)         |
| [`openinference-instrumentation-openllmetry`](../../python/instrumentation/openinference-instrumentation-openllmetry) | OpenLLMetry (Traceloop) trace'leri için OpenInference Span İşlemcisi. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-openllmetry.svg)](https://pypi.python.org/pypi/openinference-instrumentation-openllmetry) |

### Örnekler

| Ad | Açıklama | Zorluk Seviyesi |
| ----------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------- | ---------------- |
| [Agno](../../python/instrumentation/openinference-instrumentation-agno/examples/)                           | Agno ajan örnekleri | Başlangıç |
| [OpenAI SDK](../../python/instrumentation/openinference-instrumentation-openai/examples/)                   | Chat completions ve embedding'ler dahil OpenAI Python SDK | Başlangıç |
| [Claude Agent SDK](../../python/instrumentation/openinference-instrumentation-claude-agent-sdk/examples/)   | Claude Agent SDK                                                                             | Başlangıç |
| [MistralAI SDK](../../python/instrumentation/openinference-instrumentation-mistralai/examples/)             | MistralAI Python SDK                                                                         | Başlangıç |
| [VertexAI SDK](../../python/instrumentation/openinference-instrumentation-vertexai/examples/)               | VertexAI Python SDK                                                                          | Başlangıç |
| [LlamaIndex](../../python/instrumentation/openinference-instrumentation-llama-index/examples/)              | LlamaIndex sorgu motorları | Başlangıç |
| [DSPy](../../python/instrumentation/openinference-instrumentation-dspy/examples/)                           | DSPy temel yapıları ve özel RAG modülleri | Başlangıç |
| [Boto3 Bedrock Client](../../python/instrumentation/openinference-instrumentation-bedrock/examples/)        | Boto3 Bedrock istemcisi | Başlangıç |
| [LangChain](../../python/instrumentation/openinference-instrumentation-langchain/examples/)                 | LangChain temel yapıları ve basit zincirler | Başlangıç |
| [LiteLLM](../../python/instrumentation/openinference-instrumentation-litellm/)                              | Hafif bir LiteLLM framework'ü | Başlangıç |
| [LiteLLM Proxy](../../python/instrumentation/openinference-instrumentation-litellm/examples/litellm-proxy/) | OpenAI, Azure, Vertex ve Bedrock çağrılarını kaydetmek için LiteLLM Proxy | Başlangıç |
| [Groq](../../python/instrumentation/openinference-instrumentation-groq/examples/)                           | Groq ve AsyncGroq ile chat completions | Başlangıç |
| [Together AI](../../python/instrumentation/openinference-instrumentation-together/examples/)                | Together ve AsyncTogether ile chat completions, streaming ve araç çağrıları | Başlangıç |
| [TypeSafe AI](../../python/instrumentation/openinference-instrumentation-typesafe/examples/)                | TypeSafeClient ve AsyncTypeSafeClient ile System One çağrıları (Noul, Choice, Score) | Başlangıç |
| [Anthropic](../../python/instrumentation/openinference-instrumentation-anthropic/examples/)                 | Anthropic Messages istemcisi | Başlangıç |
| [BeeAI](../../python/instrumentation/openinference-instrumentation-beeai/examples/)                         | BeeAI framework'ünde ajan odaklı enstrümantasyon | Başlangıç |
| [Haystack](../../python/instrumentation/openinference-instrumentation-haystack/examples/)                   | Bir Haystack QA RAG uygulaması | Orta |
| [OpenAI Agents](../../python/instrumentation/openinference-instrumentation-openai-agents/examples/)         | Handoff'lu OpenAI Agents | Orta |
| [Autogen AgentChat](../../python/instrumentation/openinference-instrumentation-autogen-agentchat/examples/) | Microsoft Autogen Assistant Agent ve Team Chat | Orta |
| [AG2](../../python/instrumentation/openinference-instrumentation-ag2/examples/)                             | AG2 araç çağırma, grup sohbetleri ve sıralı sohbetler | Orta |
| [PydanticAI](../../python/instrumentation/openinference-instrumentation-pydantic-ai/examples/)              | PydanticAI ajan örnekleri | Orta |
| [Pipecat](../../python/instrumentation/openinference-instrumentation-pipecat/examples/)                     | Pipecat uygulama örnekleri | Orta |
| [Ollama](../../python/instrumentation/openinference-instrumentation-ollama/examples/)                       | Ollama sohbet, streaming ve araç çağrıları | Başlangıç |
| [Cohere](../../python/instrumentation/openinference-instrumentation-cohere/examples/)                       | Cohere ClientV2 ile chat completions | Başlangıç |

## JavaScript

 <a href="https://arize-ai.github.io/openinference/js/">
        <img src="https://img.shields.io/static/v1?message=JavaScript%20Documentation&logo=data:image/png;base64,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&labelColor=grey&color=blue&logoColor=white&label=%20"/>
    </a>

### Kütüphaneler

| Paket | Açıklama | Sürüm |
| ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`@arizeai/openinference-semantic-conventions`](../../js/packages/openinference-semantic-conventions)                                   | LLM uygulamalarının izlenmesi için semantik kurallar. | [![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)                                                                   | Enstrümantasyon için yeniden kullanılabilir yardımcı araçlar, yapılandırma ve yardımcılar. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-core.svg)](https://www.npmjs.com/package/@arizeai/openinference-core)                                                               |
| [`@arizeai/openinference-instrumentation-bedrock`](../../js/packages/openinference-instrumentation-bedrock)                             | AWS Bedrock için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-bedrock)](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 Runtime için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-bedrock-agent-runtime)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-bedrock-agent-runtime) |
| [`@arizeai/openinference-instrumentation-beeai`](../../js/packages/openinference-instrumentation-beeai)                                 | BeeAI için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-beeai)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-beeai)                                 |
| [`@arizeai/openinference-instrumentation-langchain`](../../js/packages/openinference-instrumentation-langchain)                         | LangChain.js için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-langchain)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-langchain)                         |
| [`@arizeai/openinference-instrumentation-mcp`](../../js/packages/openinference-instrumentation-mcp)                                     | MCP için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-mcp)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-mcp)                                     |
| [`@arizeai/openinference-instrumentation-openai`](../../js/packages/openinference-instrumentation-openai)                               | OpenAI SDK için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-openai)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-openai)                               |
| [`@arizeai/openinference-instrumentation-anthropic`](../../js/packages/openinference-instrumentation-anthropic)                         | Anthropic SDK için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-anthropic)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-anthropic)                         |
| [`@arizeai/openinference-instrumentation-claude-agent-sdk`](../../js/packages/openinference-instrumentation-claude-agent-sdk)           | Claude Agent SDK için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-claude-agent-sdk)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-claude-agent-sdk)           |
| [`@arizeai/openinference-vercel`](../../js/packages/openinference-vercel)                                                               | Vercel AI SDK için OpenInference desteği. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-vercel)](https://www.npmjs.com/package/@arizeai/openinference-vercel)                                                               |
| [`@arizeai/openinference-tanstack-ai`](../../js/packages/openinference-tanstack-ai)                                                     | TanStack AI için OpenInference middleware'i. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-tanstack-ai)](https://www.npmjs.com/package/@arizeai/openinference-tanstack-ai)                                                     |
| [`@arizeai/openinference-genai`](../../js/packages/openinference-genai)                                                                 | GenAI kuralları için OpenInference desteği | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-genai)](https://www.npmjs.com/package/@arizeai/openinference-genai)                                                                 |
| [`@arizeai/openinference-instrumentation-typesafe`](../../js/packages/openinference-instrumentation-typesafe) | TypeSafe AI SDK için OpenInference enstrümantasyonu. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-typesafe)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-typesafe) |

### Örnekler

| Ad | Açıklama | Zorluk Seviyesi |
| --- | --- | --- |
| [TypeSafe AI](../../js/packages/openinference-instrumentation-typesafe/examples/) | Sınıflandırma, yapılandırılmış sorular ve güven eşiğine bağlı LLM yönlendirmesi | Başlangıç |

## Java

### Kütüphaneler

| Paket | Açıklama | Sürüm |
| --------------------------------------------------------------------------------------------------------------- | ---------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`openinference-semantic-conventions`](../../java/openinference-semantic-conventions)                               | LLM uygulamalarının izlenmesi için semantik kurallar. | [![Maven Central Version](https://img.shields.io/maven-central/v/com.arize/openinference-semantic-conventions)](https://central.sonatype.com/artifact/com.arize/openinference-semantic-conventions)               |
| [`openinference-instrumentation`](../../java/openinference-instrumentation)                                         | Temel enstrümantasyon yardımcı araçları. | [![Maven Central Version](https://img.shields.io/maven-central/v/com.arize/openinference-instrumentation)](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation)                         |
| [`openinference-instrumentation-langchain4j`](../../java/instrumentation/openinference-instrumentation-langchain4j) | LangChain4j için OpenInference enstrümantasyonu. | [![Maven Central Version](https://img.shields.io/maven-central/v/com.arize/openinference-instrumentation-langchain4j)](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-langchain4j) |
| [`openinference-instrumentation-springAI`](../../java/instrumentation/openinference-instrumentation-springAI)       | Spring AI için OpenInference enstrümantasyonu. | [![Maven Central Version](https://img.shields.io/maven-central/v/com.arize/openinference-instrumentation-springAI)](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-springAI)       |
| [`openinference-instrumentation-annotation`](../../java/instrumentation/openinference-instrumentation-annotation) | ByteBuddy ile anotasyon tabanlı manuel izleme. | [![Maven Central Version](https://img.shields.io/maven-central/v/com.arize/openinference-instrumentation-annotation)](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-annotation) |
| [`openinference-instrumentation-adk-java`](../../java/instrumentation/openinference-instrumentation-adk-java) | Google ADK Java (`-javaagent`) için OpenInference enstrümantasyonu. | [![Maven Central Version](https://img.shields.io/maven-central/v/com.arize/openinference-instrumentation-adk-java)](https://central.sonatype.com/artifact/com.arize/openinference-instrumentation-adk-java) |

### Örnekler

| Ad | Açıklama | Zorluk Seviyesi |
| -------------------------------------------------------- | ---------------------------------------------- | ---------------- |
| [LangChain4j Örneği](../../java/examples/langchain4j-example) | LangChain4j'yi OpenAI ile kullanan basit örnek | Başlangıç |
| [Spring AI Örneği](../../java/examples/spring-ai-example) | OpenAI ve araç çağırma içeren Spring AI örneği | Başlangıç |
| [Anotasyon Örneği](../../java/examples/annotation-example) | `@Chain`, `@LLM`, `@Tool`, `@Agent` ile anotasyon tabanlı izleme | Başlangıç |
| [Programatik Örnek](../../java/examples/programmatic-example) | Tipli span sınıflarıyla manuel izleme (`LLMSpan`, `AgentSpan` vb.) | Başlangıç |
| [ADK Java Örneği](../../java/examples/adk-java-example) | ADK `-javaagent` ile izlenen, fonksiyon aracına sahip Google ADK for Java ajanı | Başlangıç |

## Go

### Kütüphaneler

| Paket | Açıklama | Sürüm |
| --- | --- | --- |
| [`openinference-semantic-conventions`](../../go/openinference-semantic-conventions) | LLM uygulamalarının izlenmesi için semantik kurallar. | `go get github.com/Arize-ai/openinference/go/openinference-semantic-conventions` |
| [`openinference-instrumentation`](../../go/openinference-instrumentation) | Bastırma, bağlam özniteliği yayılımı ve `TraceConfig` maskeleme. `OPENINFERENCE_HIDE_*` ortam değişkenlerini dikkate alır. | `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`) için OpenInference enstrümantasyonu. | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation-anthropic-sdk-go` |
| [`openinference-instrumentation-openai-go`](../../go/openinference-instrumentation-openai-go) | Resmi OpenAI Go SDK ([`openai/openai-go`](https://github.com/openai/openai-go)) için OpenInference enstrümantasyonu. | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation-openai-go` |

Go 1.25+ gerektirir. [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference)'e tek satırlık OTLP/HTTP kurulumu için [`arize-otel-go`](https://github.com/Arize-ai/arize-otel-go) ile birlikte kullanın veya herhangi bir OTel exporter'ı bağlayın (ör. `http://localhost:6006/v1/traces` adresindeki [Phoenix](https://github.com/Arize-ai/phoenix)).

## Desteklenen Hedefler

OpenInference, span toplayıcıları olarak aşağıdaki hedefleri destekler.

- ✅ [Arize Phoenix](https://github.com/Arize-ai/phoenix)
- ✅ [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference)
- ✅ OTEL ile uyumlu herhangi bir toplayıcı (collector)

## Topluluk

Binlerce makine öğrenmesi uygulayıcısı ve LLM gözlemlenebilirliği meraklısıyla bağlantı kurmak için topluluğumuza katılın!

- 🌍 [Slack topluluğumuza](https://join.slack.com/t/arize-ai/shared_invite/zt-3lqwr2oc3-7rhdyYEh82zJL_UhPKrb0A) katılın.
- 💡 _#phoenix-support_ kanalında soru sorun ve geri bildirimde bulunun.
- 🌟 [GitHub](https://github.com/Arize-ai/openinference)'da bize yıldız verin.
- 🐞 Hataları [GitHub Issues](https://github.com/Arize-ai/openinference/issues) üzerinden bildirin.
- 𝕏 Bizi [X](https://twitter.com/ArizePhoenix)'te takip edin.
- 🗺️ Bundan sonra nereye gittiğimizi görmek için [yol haritamıza](https://github.com/orgs/Arize-ai/projects/45) göz atın.
