> ## Documentation Index
> Fetch the complete documentation index at: https://futureagi.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# What is traceAI?

An OSS package to enable standardized tracing of AI applications and frameworks

traceAI is a set of conventions and plugins that is complimentary to OpenTelemetry to enable tracing of AI applications. It instruments and monitors different code executions across models, frameworks, and vendors and maps them to a set of standardized attributes for traces and spans.

traceAI is natively supported by Future AGI, but can be used with any OpenTelemetry-compatible backend as well. traceAI provides a set of instrumentations for popular machine learning SDKs and frameworks in a variety of languages.

## Python

| Package                 | Description                                | Version                                                                                                        |
| ----------------------- | ------------------------------------------ | -------------------------------------------------------------------------------------------------------------- |
| `traceAI-openai`        | traceAI Instrumentation for OpenAI.        | [![PyPI](https://img.shields.io/pypi/v/traceAI-openai)](https://pypi.org/project/traceAI-openai)               |
| `traceAI-anthropic`     | traceAI Instrumentation for Anthropic.     | [![PyPI](https://img.shields.io/pypi/v/traceAI-anthropic)](https://pypi.org/project/traceAI-anthropic)         |
| `traceAI-llamaindex`    | traceAI Instrumentation for LlamaIndex.    | [![PyPI](https://img.shields.io/pypi/v/traceAI-llamaindex)](https://pypi.org/project/traceAI-llamaindex)       |
| `traceAI-langchain`     | traceAI Instrumentation for LangChain.     | [![PyPI](https://img.shields.io/pypi/v/traceAI-langchain)](https://pypi.org/project/traceAI-langchain)         |
| `traceAI-mcp`           | traceAI Instrumentation for MCP.           | [![PyPI](https://img.shields.io/pypi/v/traceAI-mcp)](https://pypi.org/project/traceAI-mcp)                     |
| `traceAI-mistralai`     | traceAI Instrumentation for MistralAI.     | [![PyPI](https://img.shields.io/pypi/v/traceAI-mistralai)](https://pypi.org/project/traceAI-mistralai)         |
| `traceAI-vertexai`      | traceAI Instrumentation for VertexAI.      | [![PyPI](https://img.shields.io/pypi/v/traceAI-vertexai)](https://pypi.org/project/traceAI-vertexai)           |
| `traceAI-google-genai`  | traceAI Instrumentation for Google GenAI.  | [![PyPI](https://img.shields.io/pypi/v/traceAI-google-genai)](https://pypi.org/project/traceAI-google-genai)   |
| `traceAI-google-adk`    | traceAI Instrumentation for Google ADK.    | [![PyPI](https://img.shields.io/pypi/v/traceAI-google-adk)](https://pypi.org/project/traceAI-google-adk)       |
| `traceAI-crewai`        | traceAI Instrumentation for CrewAI.        | [![PyPI](https://img.shields.io/pypi/v/traceAI-crewai)](https://pypi.org/project/traceAI-crewai)               |
| `traceAI-haystack`      | traceAI Instrumentation for Haystack.      | [![PyPI](https://img.shields.io/pypi/v/traceAI-haystack)](https://pypi.org/project/traceAI-haystack)           |
| `traceAI-litellm`       | traceAI Instrumentation for liteLLM.       | [![PyPI](https://img.shields.io/pypi/v/traceAI-litellm)](https://pypi.org/project/traceAI-litellm)             |
| `traceAI-groq`          | traceAI Instrumentation for Groq.          | [![PyPI](https://img.shields.io/pypi/v/traceAI-groq)](https://pypi.org/project/traceAI-groq)                   |
| `traceAI-autogen`       | traceAI Instrumentation for Autogen.       | [![PyPI](https://img.shields.io/pypi/v/traceAI-autogen)](https://pypi.org/project/traceAI-autogen)             |
| `traceAI-guardrails`    | traceAI Instrumentation for Guardrails.    | [![PyPI](https://img.shields.io/pypi/v/traceAI-guardrails)](https://pypi.org/project/traceAI-guardrails)       |
| `traceAI-openai-agents` | traceAI Instrumentation for OpenAI Agents. | [![PyPI](https://img.shields.io/pypi/v/traceAI-openai-agents)](https://pypi.org/project/traceAI-openai-agents) |
| `traceAI-smolagents`    | traceAI Instrumentation for SmolAgents.    | [![PyPI](https://img.shields.io/pypi/v/traceAI-smolagents)](https://pypi.org/project/traceAI-smolagents)       |
| `traceAI-dspy`          | traceAI Instrumentation for DSPy.          | [![PyPI](https://img.shields.io/pypi/v/traceAI-dspy)](https://pypi.org/project/traceAI-dspy)                   |
| `traceAI-bedrock`       | traceAI Instrumentation for AWS Bedrock.   | [![PyPI](https://img.shields.io/pypi/v/traceAI-bedrock)](https://pypi.org/project/traceAI-bedrock)             |
| `traceAI-portkey`       | traceAI Instrumentation for Portkey.       | [![PyPI](https://img.shields.io/pypi/v/traceAI-portkey)](https://pypi.org/project/traceAI-portkey)             |
| `traceAI-instructor`    | traceAI Instrumentation for Instructor.    | [![PyPI](https://img.shields.io/pypi/v/traceAI-instructor)](https://pypi.org/project/traceAI-instructor)       |