Project Graph

Arize-ai/openinference

A relationship view of alternatives, deployments, compatible protocols, dependencies, use cases, and categories.

Graph Summary

Arize-ai/openinference graph connects 3 alternatives, 8 related projects, 2 inferred dependencies, 3 deployment targets, and 3 use cases.

Nodes46
Edges398
Projects33
Dependencies19

Project Context

openinference

MaintainerArize-ai
LicenseApache-2.0
LanguagePython
Recent activityActive in the last week

Deployment Targets

vercelserverlesslocal

Dependencies

MCPLLM provider

Knowledge Graph

46 nodes / 398 edges

Arize-ai/openinfe… focus ai observabil… category vercel deployment serverless deployment local deployment trace LLM app… use case monitor agent… use case debug product… use case MCP dependency LLM provider dependency logfire project openllmetry project langsmith-sdk project Axon project rocketplaneIO project

Migration Paths

What to verify before switching

JSON

These paths are evidence-backed heuristics, not drop-in compatibility claims.

Arize-ai/openinference -> pydantic/logfireCompatibility: high / estimated cost: medium.Shared: category:ai_observability, deployment:local, use_case:trace LLM applications, use_case:monitor agent behavior, use_case:debug production AI systems, dependency:LLM provider, language:Python.Gaps: Deployment targets not listed by target: vercel, serverless. License changes from Apache-2.0 to MIT.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.
Arize-ai/openinference -> traceloop/openllmetryCompatibility: high / estimated cost: medium.Shared: category:ai_observability, deployment:local, use_case:trace LLM applications, use_case:monitor agent behavior, use_case:debug production AI systems, dependency:LLM provider, language:Python.Gaps: Deployment targets not listed by target: vercel, serverless.Validate: Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.
Arize-ai/openinference -> langchain-ai/langsmith-sdkCompatibility: high / estimated cost: medium.Shared: category:ai_observability, deployment:local, use_case:trace LLM applications, use_case:monitor agent behavior, use_case:debug production AI systems, language:Python.Gaps: Deployment targets not listed by target: vercel, serverless. License changes from Apache-2.0 to MIT.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

Use Cases

trace LLM applicationsmonitor agent behaviordebug production AI systems

Categories

ai observability

Alternatives

pydantic/logfiretraceloop/openllmetrylangchain-ai/langsmith-sdkapache/burropenlit/openlitjaegertracing/jaeger

Related Projects

langchain-tracer/Axonolemeyer/rocketplaneIOevilmartians/agent-prismlangfuse/langfuse-jsapache/burropenlit/openlit