Todas las etiquetas
Etiqueta del catálogo

#llm-evaluation

Todos los repositorios del registro público que llevan esta etiqueta, procedente de sus topics de GitHub o de las palabras clave que publican sus registros de paquetes. La salud se mide con la misma metodología versionada que el resto del registro.

38 registros
Con la etiqueta «llm-evaluation»Ordenado por índice de salud
PyPI · npm
100Excepcionalíndice de salud
Arize-ai/phoenix
AI Observability & Evaluation
Python · TypeScript★ 11.2K28 ago 2026
Licencia propia28 ago 2026 · métricas 2.10.0
PyPI · npm
99Excepcionalíndice de salud
mlflow/mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
Python · TypeScript★ 28K↓ 28.6M/mes16 sept 2026
Apache-2.016 sept 2026 · métricas 2.10.0
npm · PyPI
98Excepcionalíndice de salud
comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Python · TypeScript★ 22.1K↓ 175.4K/mes16 sept 2026
Apache-2.016 sept 2026 · métricas 2.10.0
PyPI
97Excepcionalíndice de salud
Giskard-AI/giskard-oss
🐢 Open-Source Evaluation & Testing library for LLM Agents
Python★ 577528 ago 2026
Apache-2.028 ago 2026 · métricas 2.10.0
npm
97Excepcionalíndice de salud
promptfoo/promptfoo
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.
TypeScript★ 25.2K↓ 2.6M/mes16 sept 2026
MIT16 sept 2026 · métricas 2.10.0
PyPI · npm
96Excepcionalíndice de salud
NVIDIA/garak
the LLM vulnerability scanner
Python · HTML★ 9609↓ 39.2K/mes19 oct 2026
Apache-2.019 oct 2026 · métricas 2.10.0
npm · crates.io
96Excepcionalíndice de salud
langfuse/langfuse
🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
TypeScript★ 34.7K↓ 7.2M/mes16 sept 2026
Licencia propia16 sept 2026 · métricas 2.10.0
PyPI
95Excepcionalíndice de salud
Q00/ouroboros
Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
Python★ 600818 sept 2026
MIT18 sept 2026 · métricas 2.10.0
PyPI · npm
94Excepcionalíndice de salud
NuGuardAI/nuguard
AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests prompt injections, handles vulnerability assessment, SBOM generation, and static analysis.
Python★ 44↓ 2415/mes10 sept 2026
Licencia propia10 sept 2026 · métricas 2.10.0
PyPI · npm
94Excepcionalíndice de salud
confident-ai/deepeval
The LLM Evaluation Framework
Python · TypeScript★ 18.3K↓ 6.3M/mes16 sept 2026
Apache-2.016 sept 2026 · métricas 2.10.0
Go
94Excepcionalíndice de salud
praetorian-inc/julius
Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds
Go★ 23617 sept 2026
Apache-2.017 sept 2026 · métricas 2.10.0
PyPI
94Excepcionalíndice de salud
truera/trulens
Evaluation and Tracking for LLM Experiments and AI Agents
Python★ 356117 sept 2026
MIT17 sept 2026 · métricas 2.10.0
PyPI · npm
93Excepcionalíndice de salud
overmind-core/overmind
The platform for continuously improving AI agents.
Python · TypeScript★ 66919 oct 2026
AGPL-3.019 oct 2026 · métricas 2.10.0
PyPI · npm
92Excelenteíndice de salud
UiPath/coder_eval
Playwright for coding agents. Test that your skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, A/B experiments, CI gates.
Python · TypeScript★ 152↓ 7982/mes19 oct 2026
Apache-2.019 oct 2026 · métricas 2.10.0
PyPI
92Excelenteíndice de salud
cvs-health/uqlm
[JMLR 2026] "UQLM: A Python Package for Uncertainty Quantification in Large Language Models"
Python★ 1200↓ 1591/mes19 sept 2026
Apache-2.019 sept 2026 · métricas 2.10.0
PyPI
91Excelenteíndice de salud
JudgmentLabs/judgeval
The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.
Python★ 1063↓ 233.1K/mes17 sept 2026
Apache-2.017 sept 2026 · métricas 2.10.0
npm
91Excelenteíndice de salud
microsoft/prompty
Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers.
Rust · C# · Java★ 126717 sept 2026
MIT17 sept 2026 · métricas 2.10.0
PyPI · npm
90Excelenteíndice de salud
Marker-Inc-Korea/AutoRAG
AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.
TypeScript · Python★ 5073↓ 2320/mes15 sept 2026
Licencia propia15 sept 2026 · métricas 2.10.0
Go · Maven · npm
84Excelenteíndice de salud
hugalafutro/model-hotel
Multi-Provider AI Gateway - No personal logs by design. Model autodiscovery, Failover groups, High availability, Android companion app, and more - "Because we have LiteLLM at home"
Go · TypeScript★ 5210 sept 2026
MIT10 sept 2026 · métricas 2.10.0
Hex · npm
83Excelenteíndice de salud
ccarvalho-eng/aludel
Phoenix-native LLM evaluation, prompt testing, model comparison, red teaming, and observability for Elixir
Elixir · JavaScript · HTML★ 36↓ 1387/mes9 sept 2026
Apache-2.09 sept 2026 · métricas 2.10.0
PyPI · npm
80Excelenteíndice de salud
alizahidraja/isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Python★ 53↓ 2089/mes21 oct 2026
Apache-2.021 oct 2026 · métricas 2.10.0
PyPI
80Excelenteíndice de salud
b7n0de/proofbundle
Offline cryptographic receipts for AI evaluation results — Ed25519 + RFC 6962 Merkle + optional SD-JWT. Integrity, not truth
Python★ 2↓ 1203/mes13 sept 2026
MIT13 sept 2026 · métricas 2.10.0
PyPI
78Buenoíndice de salud
Sahil170595/quantfit
Quantize an LLM and check it still refuses what it should — a GPU-aware quantization CLI that measures the safety drift of the quantization it just performed.
Python★ 1↓ 2468/mes12 oct 2026
Apache-2.012 oct 2026 · métricas 2.10.0
PyPI
78Buenoíndice de salud
scaleapi/agentenv-framework
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
Python · TypeScript★ 27↓ 3086/mes6 oct 2026
Apache-2.06 oct 2026 · métricas 2.10.0
npm
77Buenoíndice de salud
Precisa-Saude/medbench-brasil
Leaderboard reproduzível de LLMs em provas médicas brasileiras (Revalida, INEP) — zero-shot, 3 execuções, análise de contaminação
TypeScript★ 2↓ 2553/mes18 oct 2026
Licencia propia18 oct 2026 · métricas 2.10.0
npm
73Buenoíndice de salud
huggingface/aisheets
Build, enrich, and transform datasets using AI models with no code
TypeScript★ 164319 sept 2026
Apache-2.019 sept 2026 · métricas 2.10.0
PyPI · npm
71Buenoíndice de salud
fastaifoundry/fastaiagent-sdk
El repositorio no publica descripción.
Python · TypeScript★ 1↓ 2637/mes10 sept 2026
Apache-2.010 sept 2026 · métricas 2.10.0
RubyGems
69Buenoíndice de salud
homemade-software-inc/completion-kit
Your prompts need tests too. Run prompts against real datasets, score outputs with LLM judges, version everything, and compare runs to see what got better.
Ruby · HTML★ 310 sept 2026
Licencia propia10 sept 2026 · métricas 2.10.0
PyPI
67Buenoíndice de salud
HarperZ9/flywheel
Flywheel runs AI tasks with a model you choose and keeps a receipt anyone can recheck offline.
Python · Dart★ 3↓ 2756/mes15 oct 2026
Licencia propia15 oct 2026 · métricas 2.10.0
PyPI
67Buenoíndice de salud
phierceweb/pw-core
Python foundation for LLM apps whose prompts and spend you can actually see — versioned prompts, every call recorded and replayable, budgets, evals, jobs.
Python★ 221 oct 2026
Apache-2.021 oct 2026 · métricas 2.10.0