llm-eval

Here are 70 public repositories matching this topic...

promptfoo / promptfoo

Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

testing ci evaluation ci-cd pentesting cicd vulnerability-scanners prompts evaluation-framework red-teaming rag llm prompt-engineering llmops prompt-testing llm-eval llm-evaluation llm-evaluation-framework

Updated Feb 27, 2026
TypeScript

Arize-ai / phoenix

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AI Observability & Evaluation

openai datasets agents ai-monitoring ai-observability prompt-engineering llms langchain llmops anthropic llamaindex llm-eval evals llm-evaluation aiengineering smolagents

Updated Feb 27, 2026
Jupyter Notebook

Giskard-AI / giskard-oss

Sponsor

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🐢 Open-Source Evaluation & Testing library for LLM Agents

ai-security mlops fairness-ai responsible-ai ml-validation red-team-tools trustworthy-ai ml-testing llm ai-red-team ai-testing llmops llm-security llm-eval llm-evaluation rag-evaluation agent-evaluation

Updated Feb 26, 2026
Python

truera / trulens

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Evaluation and Tracking for LLM Experiments and AI Agents

machine-learning neural-networks ai-agents explainable-ml agentops ai-monitoring ai-observability llms llmops llm-eval evals llm-evaluation agent-evaluation

Updated Feb 26, 2026
Python

datachain-ai / datachain

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Analytics, Versioning and ETL for multimodal data: video, audio, PDFs, images

machine-learning ai cv embeddings data-analytics data-wrangling multimodal mlops llm llm-eval

Updated Feb 26, 2026
Python

uptrain-ai / uptrain

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UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

machine-learning monitoring evaluation experimentation jailbreak-detection autoevaluation root-cause-analysis prompt-engineering llmops openai-evals llm-prompting llm-eval llm-test hallucination-detection

Updated Aug 18, 2024
Python

AI-QL / tuui

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A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

Updated Feb 14, 2026
TypeScript

athina-ai / athina-evals

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Python SDK for running evaluations on LLM generated responses

evaluation evaluation-metrics evaluation-framework llmops llm-eval llm-ops llm-evaluation llm-evaluation-toolkit

Updated Jun 6, 2025
Python

verifywise-ai / verifywise

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Complete AI governance and LLM Evals platform with support for EU AI Act, ISO 42001, NIST AI RMF and 20+ more AI frameworks and regulations. Join our Discord channel: https://discord.com/invite/d3k3E4uEpR

auditing ai audit compliance grc governance risk-management iso27001 ai-risk ai-compliance ai-governance ai-governance-model llm-eval llm-evaluation eu-ai-act ai-auditing iso42001 nist-ai-rmf

Updated Feb 27, 2026
TypeScript

Re-Align / just-eval

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A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.

evaluation gpt4 llm llm-eval llm-evaluation llm-evaluation-toolkit

Updated Jan 29, 2024
Python

parea-ai / parea-sdk-py

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Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23)

metrics good-first-issue llm prompt-engineering generative-ai llmops llm-eval llm-tools llm-evaluation llm-evaluation-toolkit llms-benchmarking llm-evaluation-framework

Updated Feb 13, 2025
Python

QuesmaOrg / BinaryAudit

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An open-source benchmark for evaluating AI agents' ability to find backdoors hidden in compiled binaries.

benchmark ai reverse-engineering cybersecurity binary-analysis llm-eval

Updated Feb 26, 2026
Shell

kuk / rulm-sbs2

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Бенчмарк сравнивает русские аналоги ChatGPT: Saiga, YandexGPT, Gigachat

russian-specific llm-eval

Updated Sep 26, 2023
Jupyter Notebook

grigio / llm-eval-simple

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llm-eval-simple is a simple LLM evaluation framework with intermediate actions and prompt pattern selection

llm llm-eval llm-evaluation-benchmark

Updated Feb 11, 2026
Python

whitecircle-ai / circle-guard-bench

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First-of-its-kind AI benchmark for evaluating the protection capabilities of large language model (LLM) guard systems (guardrails and safeguards)

benchmarking benchmark ai jailbreak safeguard guardrail guardrails large-language-models llm large-language-model llm-security llm-eval llm-evaluation llm-as-a-judge llm-jailbreaks

Updated Dec 3, 2025
Python

izam-mohammed / ragrank

Sponsor

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🎯 Your free LLM evaluation toolkit helps you assess the accuracy of facts, how well it understands context, its tone, and more. This helps you see how good your LLM applications are.

machine-learning evaluation language-model rag llm prompt-engineering llmops llm-eval