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OpenInference je sada konvencí a pluginů, která doplňuje [OpenTelemetry](https://opentelemetry.io/) a
umožňuje trasování AI aplikací. OpenInference je nativně podporováno
platformami [Arize Phoenix](https://github.com/Arize-ai/phoenix) a [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference), lze jej však použít i s jakýmkoli backendem
kompatibilním s OpenTelemetry.

## Specifikace

Specifikace OpenInference je vedena v souborech markdown v [adresáři spec](../../spec/). Je navržena tak, aby
poskytovala vhled do volání LLM a okolního kontextu aplikace, jako je vyhledávání ve vektorových úložištích
a používání externích nástrojů, jako jsou vyhledávače nebo API. Specifikace je nezávislá na transportu i formátu souborů
a je určena k použití ve spojení s dalšími specifikacemi, jako jsou JSON, ProtoBuf a DataFrames.

## Instrumentace

OpenInference poskytuje sadu instrumentací pro populární SDK a frameworky strojového učení v celé řadě
programovacích jazyků.

## Python

### Knihovny

| Balíček | Popis | Verze |
|-------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [`openinference-semantic-conventions`](../../python/openinference-semantic-conventions)                                           | Sémantické konvence pro trasování LLM aplikací. | [![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)                                                     | Znovupoužitelné utility, dekorátory, konfigurace a pomocné funkce pro instrumentaci. | [![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)                           | Instrumentace OpenInference pro Agno Agents. | [![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)                             | Instrumentace OpenInference pro AG2. | [![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)                       | Instrumentace OpenInference pro OpenAI SDK. | [![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)         | Instrumentace OpenInference pro OpenAI Agents SDK. | [![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)   | Instrumentace OpenInference pro Claude Agent SDK. | [![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)             | Instrumentace OpenInference pro LlamaIndex. | [![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)                           | Instrumentace OpenInference pro DSPy. | [![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)                     | Instrumentace OpenInference pro AWS Bedrock. | [![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)                 | Instrumentace OpenInference pro LangChain. | [![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)                             | Instrumentace OpenInference pro MCP. | [![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)                 | Instrumentace OpenInference pro MistralAI. | [![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)                     | Instrumentace OpenInference pro Portkey. | [![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)               | Instrumentace OpenInference pro Guardrails. | [![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)                   | Instrumentace OpenInference pro VertexAI. | [![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)                       | Instrumentace OpenInference pro CrewAI. | [![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)                   | Instrumentace OpenInference pro Haystack. | [![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)                     | Instrumentace OpenInference pro liteLLM. | [![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)                           | Instrumentace OpenInference pro Groq. | [![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)               | Instrumentace OpenInference pro Instructor. | [![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)                 | Instrumentace OpenInference pro Anthropic. | [![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)                         | Instrumentace OpenInference pro 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-instrumentation-google-genai)           | Instrumentace OpenInference pro 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-google-adk`](../../python/instrumentation/openinference-instrumentation-google-adk)               | Instrumentace OpenInference pro Google ADK. | [![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) | Instrumentace OpenInference pro 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)             | Instrumentace OpenInference pro PydanticAI. | [![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)               | Instrumentace OpenInference pro smolagents. | [![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)                     | Instrumentace OpenInference pro Pipecat. | [![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)                 | Instrumentace OpenInference pro Open Agent Specification. | [![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)       | Instrumentace OpenInference pro Strands Agents. | [![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)                   | Instrumentace OpenInference pro Together AI. | [![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)                   | Instrumentace OpenInference pro TypeSafe AI. | [![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)                       | Instrumentace OpenInference pro Ollama. | [![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)                       | Instrumentace OpenInference pro Cohere. | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-cohere.svg)](https://pypi.python.org/pypi/openinference-instrumentation-cohere)                       |

## Span procesory

Normalizujte a převádějte data napříč dalšími instrumentačními knihovnami přidáním span procesorů, které data sjednocují.

| Balíček | Popis | Verze |
| ----------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`openinference-instrumentation-openlit`](../../python/instrumentation/openinference-instrumentation-openlit)         | OpenInference span procesor pro trasy z OpenLIT. | [![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) | OpenInference span procesor pro trasy z OpenLLMetry (Traceloop). | [![PyPI Version](https://img.shields.io/pypi/v/openinference-instrumentation-openllmetry.svg)](https://pypi.python.org/pypi/openinference-instrumentation-openllmetry) |

### Příklady

| Název | Popis | Úroveň složitosti |
| ----------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------- | ---------------- |
| [Agno](../../python/instrumentation/openinference-instrumentation-agno/examples/)                           | Příklady agentů Agno | Začátečník |
| [OpenAI SDK](../../python/instrumentation/openinference-instrumentation-openai/examples/)                   | OpenAI Python SDK, včetně chat completions a embeddingů | Začátečník |
| [Claude Agent SDK](../../python/instrumentation/openinference-instrumentation-claude-agent-sdk/examples/)   | Claude Agent SDK                                                                             | Začátečník |
| [MistralAI SDK](../../python/instrumentation/openinference-instrumentation-mistralai/examples/)             | MistralAI Python SDK                                                                         | Začátečník |
| [VertexAI SDK](../../python/instrumentation/openinference-instrumentation-vertexai/examples/)               | VertexAI Python SDK                                                                          | Začátečník |
| [LlamaIndex](../../python/instrumentation/openinference-instrumentation-llama-index/examples/)              | Dotazovací enginy LlamaIndex | Začátečník |
| [DSPy](../../python/instrumentation/openinference-instrumentation-dspy/examples/)                           | Primitiva DSPy a vlastní RAG moduly | Začátečník |
| [Boto3 Bedrock Client](../../python/instrumentation/openinference-instrumentation-bedrock/examples/)        | Klient Boto3 Bedrock | Začátečník |
| [LangChain](../../python/instrumentation/openinference-instrumentation-langchain/examples/)                 | Primitiva LangChain a jednoduché řetězce | Začátečník |
| [LiteLLM](../../python/instrumentation/openinference-instrumentation-litellm/)                              | Odlehčený framework LiteLLM | Začátečník |
| [LiteLLM Proxy](../../python/instrumentation/openinference-instrumentation-litellm/examples/litellm-proxy/) | LiteLLM Proxy pro logování OpenAI, Azure, Vertex, Bedrock | Začátečník |
| [Groq](../../python/instrumentation/openinference-instrumentation-groq/examples/)                           | Chat completions s Groq a AsyncGroq | Začátečník |
| [Together AI](../../python/instrumentation/openinference-instrumentation-together/examples/)                | Chat completions, streamování a volání nástrojů s Together a AsyncTogether | Začátečník |
| [TypeSafe AI](../../python/instrumentation/openinference-instrumentation-typesafe/examples/)                | Volání System One přes TypeSafeClient a AsyncTypeSafeClient (Noul, Choice, Score) | Začátečník |
| [Anthropic](../../python/instrumentation/openinference-instrumentation-anthropic/examples/)                 | Klient Anthropic Messages | Začátečník |
| [BeeAI](../../python/instrumentation/openinference-instrumentation-beeai/examples/)                         | Agentní instrumentace ve frameworku BeeAI | Začátečník |
| [Haystack](../../python/instrumentation/openinference-instrumentation-haystack/examples/)                   | QA RAG aplikace v Haystacku | Mírně pokročilý |
| [OpenAI Agents](../../python/instrumentation/openinference-instrumentation-openai-agents/examples/)         | OpenAI Agents s předáváním (handoffs) | Mírně pokročilý |
| [Autogen AgentChat](../../python/instrumentation/openinference-instrumentation-autogen-agentchat/examples/) | Microsoft Autogen: Assistant Agent a Team Chat | Mírně pokročilý |
| [AG2](../../python/instrumentation/openinference-instrumentation-ag2/examples/)                             | AG2: volání nástrojů, skupinové chaty a sekvenční chaty | Mírně pokročilý |
| [PydanticAI](../../python/instrumentation/openinference-instrumentation-pydantic-ai/examples/)              | Příklady agentů PydanticAI | Mírně pokročilý |
| [Pipecat](../../python/instrumentation/openinference-instrumentation-pipecat/examples/)                     | Příklady aplikací Pipecat | Mírně pokročilý |
| [Ollama](../../python/instrumentation/openinference-instrumentation-ollama/examples/)                       | Ollama: chat, streamování a volání nástrojů | Začátečník |
| [Cohere](../../python/instrumentation/openinference-instrumentation-cohere/examples/)                       | Chat completions s Cohere ClientV2 | Začátečník |

## 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>

### Knihovny

| Balíček | Popis | Verze |
| ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`@arizeai/openinference-semantic-conventions`](../../js/packages/openinference-semantic-conventions)                                   | Sémantické konvence pro trasování LLM aplikací. | [![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)                                                                   | Znovupoužitelné utility, konfigurace a pomocné funkce pro instrumentaci. | [![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)                             | Instrumentace OpenInference pro AWS Bedrock. | [![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) | Instrumentace OpenInference pro AWS Bedrock Agent Runtime. | [![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)                                 | Instrumentace OpenInference pro BeeAI. | [![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)                         | Instrumentace OpenInference pro LangChain.js. | [![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)                                     | Instrumentace OpenInference pro MCP. | [![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)                               | Instrumentace OpenInference pro OpenAI SDK. | [![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)                         | Instrumentace OpenInference pro Anthropic SDK. | [![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)           | Instrumentace OpenInference pro Claude Agent SDK. | [![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)                                                               | Podpora OpenInference pro Vercel AI SDK. | [![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)                                                     | Middleware OpenInference pro TanStack AI. | [![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)                                                                 | Podpora OpenInference pro konvence GenAI | [![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) | Instrumentace OpenInference pro TypeSafe AI SDK. | [![NPM Version](https://img.shields.io/npm/v/@arizeai/openinference-instrumentation-typesafe)](https://www.npmjs.com/package/@arizeai/openinference-instrumentation-typesafe) |

### Příklady

| Název | Popis | Úroveň složitosti |
| --- | --- | --- |
| [TypeSafe AI](../../js/packages/openinference-instrumentation-typesafe/examples/) | Klasifikace, strukturované otázky a směrování na LLM podle míry jistoty | Začátečník |

## Java

### Knihovny

| Balíček | Popis | Verze |
| --------------------------------------------------------------------------------------------------------------- | ---------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [`openinference-semantic-conventions`](../../java/openinference-semantic-conventions)                               | Sémantické konvence pro trasování LLM aplikací. | [![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)                                         | Základní utility pro instrumentaci. | [![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) | Instrumentace OpenInference pro LangChain4j. | [![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)       | Instrumentace OpenInference pro Spring AI. | [![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) | Ruční trasování založené na anotacích pomocí ByteBuddy. | [![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) | Instrumentace OpenInference pro Google ADK Java (`-javaagent`). | [![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) |

### Příklady

| Název | Popis | Úroveň složitosti |
| -------------------------------------------------------- | ---------------------------------------------- | ---------------- |
| [Příklad LangChain4j](../../java/examples/langchain4j-example) | Jednoduchý příklad použití LangChain4j s OpenAI | Začátečník |
| [Příklad Spring AI](../../java/examples/spring-ai-example) | Příklad Spring AI s OpenAI a voláním nástrojů | Začátečník |
| [Příklad s anotacemi](../../java/examples/annotation-example) | Trasování založené na anotacích s `@Chain`, `@LLM`, `@Tool`, `@Agent` | Začátečník |
| [Programový příklad](../../java/examples/programmatic-example) | Ruční trasování s typovanými třídami spanů (`LLMSpan`, `AgentSpan` atd.) | Začátečník |
| [Příklad ADK Java](../../java/examples/adk-java-example) | Agent Google ADK pro Javu s funkčním nástrojem, trasovaný pomocí ADK `-javaagent` | Začátečník |

## Go

### Knihovny

| Balíček | Popis | Verze |
| --- | --- | --- |
| [`openinference-semantic-conventions`](../../go/openinference-semantic-conventions) | Sémantické konvence pro trasování LLM aplikací. | `go get github.com/Arize-ai/openinference/go/openinference-semantic-conventions` |
| [`openinference-instrumentation`](../../go/openinference-instrumentation) | Potlačení trasování, propagace kontextových atributů a maskování `TraceConfig`. Respektuje proměnné prostředí `OPENINFERENCE_HIDE_*`. | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation` |
| [`openinference-instrumentation-anthropic-sdk-go`](../../go/openinference-instrumentation-anthropic-sdk-go) | Instrumentace OpenInference pro Anthropic Go SDK (`anthropics/anthropic-sdk-go`). | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation-anthropic-sdk-go` |
| [`openinference-instrumentation-openai-go`](../../go/openinference-instrumentation-openai-go) | Instrumentace OpenInference pro oficiální OpenAI Go SDK ([`openai/openai-go`](https://github.com/openai/openai-go)). | `go get github.com/Arize-ai/openinference/go/openinference-instrumentation-openai-go` |

Vyžaduje Go 1.25+. Kombinujte s [`arize-otel-go`](https://github.com/Arize-ai/arize-otel-go) pro jednořádkové nastavení OTLP/HTTP do [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference), nebo zapojte libovolný OTel exportér (např. [Phoenix](https://github.com/Arize-ai/phoenix) na `http://localhost:6006/v1/traces`).

## Podporované cíle

OpenInference podporuje jako kolektory spanů následující cíle.

- ✅ [Arize Phoenix](https://github.com/Arize-ai/phoenix)
- ✅ [Arize AX](https://arize.com/products/ax?utm_source=docs&utm_medium=web&utm_content=openinference)
- ✅ Jakýkoli kolektor kompatibilní s OTEL

## Komunita

Připojte se k naší komunitě a spojte se s tisíci odborníků na strojové učení a nadšenců do pozorovatelnosti LLM!

- 🌍 Připojte se k naší [komunitě na Slacku](https://join.slack.com/t/arize-ai/shared_invite/zt-3lqwr2oc3-7rhdyYEh82zJL_UhPKrb0A).
- 💡 Ptejte se a sdílejte zpětnou vazbu v kanálu _#phoenix-support_.
- 🌟 Dejte nám hvězdičku na [GitHubu](https://github.com/Arize-ai/openinference).
- 🐞 Hlaste chyby přes [GitHub Issues](https://github.com/Arize-ai/openinference/issues).
- 𝕏 Sledujte nás na [X](https://twitter.com/ArizePhoenix).
- 🗺️ Podívejte se na naši [roadmapu](https://github.com/orgs/Arize-ai/projects/45) a zjistěte, kam směřujeme dál.
