#Llm-eval

Showing 15 of 15 repositories tagged #llm-eval, ranked by stars

promptfoo
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.

Score
100
โ˜… 23.1k โ‘‚ 2.1k +112/day
TypeScript
Arize-ai
Arize-ai
phoenix

AI Observability & Evaluation

Score
100
โ˜… 10.5k โ‘‚ 974 +5/day
Python
Giskard-AI
Giskard-AI
giskard-oss

๐Ÿข Open-Source Evaluation & Testing library for LLM Agents

Score
0
โ˜… 5.5k โ‘‚ 482 +5/day
Python
truera
truera
trulens

Evaluation and Tracking for LLM Experiments and AI Agents

Score
0
โ˜… 3.4k โ‘‚ 309 +16/day
Python
uptrain-ai
uptrain-ai
uptrain

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.

Score
78
โ˜… 2.4k โ‘‚ 202 โ€”
Python
AI-QL
AI-QL
tuui

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.

Score
89
โ˜… 1.2k โ‘‚ 105 โ€”
TypeScript
QuesmaOrg
QuesmaOrg
BinaryAudit

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

Score
0
โ˜… 93 โ‘‚ 4 โ€”
Shell
Re-Align
Re-Align
just-eval

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

Score
22
โ˜… 90 โ‘‚ 7 โ€”
Python
parea-ai
parea-ai
parea-sdk-py

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

Score
33
โ˜… 82 โ‘‚ 11 โ€”
Python
fastxyz
fastxyz
skill-optimizer

Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs

Score
0
โ˜… 70 โ‘‚ 11 +1/day
TypeScript
grigio
grigio
llm-eval-simple

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

Score
44
โ˜… 70 โ‘‚ 3 โ€”
Python
whitecircle
whitecircle
circle-guard-bench

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

Score
56
โ˜… 70 โ‘‚ 5 โ€”
Python
izam-mohammed
izam-mohammed
ragrank

๐ŸŽฏ 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.

Score
67
โ˜… 47 โ‘‚ 15 โ€”
Python
genia-dev
genia-dev
vibraniumdome

LLM Security Platform.

Score
11
โ˜… 28 โ‘‚ 5 โ€”
Python
honeyhiveai
honeyhiveai
realign

Realign is a testing and simulation framework for AI applications.

Score
0
โ˜… 19 โ‘‚ 1 โ€”
Python
Related Topics
#llm#llm-evaluation#llmops#prompt-engineering#evaluation#ai#llm-evaluation-framework#rag#evals#llms#llm-security#machine-learning

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