PyPI · npm
Arize-ai/phoenix
AI Observability & Evaluation
自定义许可证2026年8月28日 · 指标 2.10.0
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#llm-evaluation
公开记录中带有此标签的全部仓库——标签来自其 GitHub 主题或软件包注册表发布的关键词。健康度量遵循与记录其余部分相同的版本化方法论。
25 条记录
PyPI
Giskard-AI/giskard-oss
🐢 Open-Source Evaluation & Testing library for LLM Agents
Apache-2.02026年8月28日 · 指标 2.10.0
npm · PyPI
comet-ml/opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Apache-2.02026年8月5日 · 指标 2.10.0
npm
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.
MIT2026年8月5日 · 指标 2.10.0
PyPI
Q00/ouroboros
Agent OS: the agent gets smarter on its own. We just hold the line: the grading command and expected result never make it into the success contract we hand it. Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 13 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
MIT2026年8月13日 · 指标 2.10.0
PyPI · npm
confident-ai/deepeval
The LLM Evaluation Framework
Apache-2.02026年8月5日 · 指标 2.10.0
npm
langfuse/langfuse
🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
自定义许可证2026年8月5日 · 指标 2.10.0
PyPI
JudgmentLabs/judgeval
The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.
Apache-2.02026年8月13日 · 指标 2.10.0
Go
praetorian-inc/julius
Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds
Apache-2.02026年8月8日 · 指标 2.10.0
npm · PyPI
Marker-Inc-Korea/AutoRAG
AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.
自定义许可证2026年8月2日 · 指标 2.10.0
PyPI
truera/trulens
Evaluation and Tracking for LLM Experiments and AI Agents
MIT2026年8月6日 · 指标 2.10.0
PyPI · npm
UiPath/coder_eval
Test that your Claude Code skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, activation checks, A/B experiments, CI gates.
Apache-2.02026年8月19日 · 指标 2.10.0
npm
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.
MIT2026年8月13日 · 指标 2.10.0
PyPI
alizahidraja/isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Apache-2.02026年8月29日 · 指标 2.10.0
Go · Maven · npm
hugalafutro/model-hotel
Multi-Provider AI Gateway - No personal logs by design. Model autodiscovery, Failover groups, High availabilty, Android companion app, and more. "Because we have LiteLLM at home"
MIT2026年7月18日 · 指标 2.10.0
PyPI
b7n0de/proofbundle
Offline cryptographic receipts for AI evaluation results — Ed25519 + RFC 6962 Merkle + optional SD-JWT. Integrity, not truth
MIT2026年7月23日 · 指标 2.10.0
Hex · npm
ccarvalho-eng/aludel
LLM Evaluation for Phoenix Apps
Apache-2.02026年7月17日 · 指标 2.10.0
PyPI
phierceweb/pf-core
Python foundation for LLM apps whose prompts and spend you can actually see — versioned prompts, every call recorded and replayable, budgets, evals, jobs.
MIT2026年9月5日 · 指标 2.10.0
RubyGems
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.
自定义许可证2026年7月17日 · 指标 2.10.0
PyPI · npm
fastaifoundry/fastaiagent-sdk
该仓库未发布描述。
Apache-2.02026年7月17日 · 指标 2.10.0
Go
tamnd/taocp-solver
A Go library and CLI for complete TAOCP solutions, fast and audited solving modes, reproducible model evaluation, and detailed token and list-cost accounting.
MIT2026年7月28日 · 指标 2.10.0
npm
mykim-aus/hey-llm-you-okay
Hey LLM, you okay? — pyramid-ordered LLM testing CLI for CI/CD. One YAML for every layer, LLM-as-a-judge gates, and A/B triage that tells prompt regressions from model drift.
MIT2026年7月30日 · 指标 2.10.0
PyPI
JarJarBeatyourattitude/evalt
Budget-bounded LLM routing that finds the cheapest model and prompt meeting your accuracy target.
MIT2026年7月22日 · 指标 2.10.0
PyPI
waybarrios/crystal
CRYSTAL: Beyond Final Answers: Benchmark for Transparent Multimodal Reasoning Evaluation | arXiv 2603.13099
无许可证2026年7月17日 · 指标 2.10.0
PyPI · npm
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.
Apache-2.02026年8月5日 · 指标 2.10.0