Project Graph

vibrantlabsai/ragas

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

Graph Summary

vibrantlabsai/ragas graph connects 3 alternatives, 8 related projects, 2 inferred dependencies, 4 deployment targets, and 3 use cases.

Nodes51
Edges417
Projects38
Dependencies34

Project Context

ragas

Maintainervibrantlabsai
LicenseApache-2.0
LanguagePython
Recent activityLast push 208 days ago

Deployment Targets

dockerlibrary_onlylocalcloud

Dependencies

Vector databaseLLM provider

Knowledge Graph

51 nodes / 417 edges

vibrantlabsai/rag… focus llm eval category docker deployment library_only deployment local deployment cloud deployment evaluate LLM … use case benchmark pro… use case track model q… use case Vector databa… dependency LLM provider dependency promptfoo project opik project evalscope project Eval project

Migration Paths

What to verify before switching

JSON

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

vibrantlabsai/ragas -> promptfoo/promptfooCompatibility: medium / estimated cost: medium.Shared: category:llm_eval, deployment:docker, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality.Gaps: Language changes from Python to TypeScript. 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.
vibrantlabsai/ragas -> comet-ml/opikCompatibility: high / estimated cost: low.Shared: category:llm_eval, deployment:docker, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality.Gaps: No indexed gap; still run the validation steps.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.
vibrantlabsai/ragas -> modelscope/evalscopeCompatibility: high / estimated cost: low.Shared: category:llm_eval, deployment:docker, deployment:library_only, deployment:local, deployment:cloud, use_case:evaluate LLM outputs, use_case:benchmark prompts and agents, use_case:track model quality.Gaps: No indexed gap; still run the validation steps.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.

Use Cases

evaluate LLM outputsbenchmark prompts and agentstrack model quality

Categories

llm eval

Alternatives

promptfoo/promptfoocomet-ml/opikmodelscope/evalscopeGiskard-AI/giskard-ossdataelement/bishenglangfuse/langfuse

Related Projects

ai-twinkle/Evallangfuse/langfusepromptfoo/promptfoocomet-ml/opikGiskard-AI/giskard-ossagentevals-dev/agentevals