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

PackageDescriptionVersion
traceAI-openaitraceAI Instrumentation for OpenAI.PyPI
traceAI-anthropictraceAI Instrumentation for Anthropic.PyPI
traceAI-llamaindextraceAI Instrumentation for LlamaIndex.PyPI
traceAI-langchaintraceAI Instrumentation for LangChain.PyPI
traceAI-mcptraceAI Instrumentation for MCP.PyPI
traceAI-mistralaitraceAI Instrumentation for MistralAI.PyPI
traceAI-vertexaitraceAI Instrumentation for VertexAI.PyPI
traceAI-crewaitraceAI Instrumentation for CrewAI.PyPI
traceAI-haystacktraceAI Instrumentation for Haystack.PyPI
traceAI-litellmtraceAI Instrumentation for liteLLM.PyPI
traceAI-groqtraceAI Instrumentation for Groq.PyPI
traceAI-autogentraceAI Instrumentation for Autogen.PyPI
traceAI-guardrailstraceAI Instrumentation for Guardrails.PyPI
traceAI-openai-agentstraceAI Instrumentation for OpenAI Agents.PyPI
traceAI-smolagentstraceAI Instrumentation for SmolAgents.PyPI
traceAI-dspytraceAI Instrumentation for DSPy.PyPI
traceAI-bedrocktraceAI Instrumentation for AWS Bedrock.PyPI
traceAI-instructortraceAI Instrumentation for Instructor.PyPI