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openinference

by Arize-ai · Python · ★ 948

View on GitHub ↗

OpenTelemetry Instrumentation for AI Observability

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

Install

pip install git+https://github.com/Arize-ai/openinference.git

Claude Desktop config

Add this to your claude_desktop_config.json: 

{
  "mcpServers": {
    "openinference": {
      "command": "uvx",
      "args": [
        "git+https://github.com/Arize-ai/openinference.git"
      ]
    }
  }
}

From the README

OpenInference is a set of conventions and plugins that is complimentary to [OpenTelemetry](https://opentelemetry.io/) to enable tracing of AI applications. OpenInference is natively supported by [arize-phoenix](https://github.com/Arize-ai/phoenix), but can be used with any OpenTelemetry-compatible backend as well. The OpenInference specification is edited in markdown files found in the [spec directory](./spec/). It's designed to provide insight into the invocation of LLMs and the surrounding application context such as retrieval from vector stores and the usage of external tools such as searc…
Read full README on GitHub →

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