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#llmops

Open source repositories tagged with #llmops, ranked by health score.

promptfoo
promptfoo/promptfoo
TypeScript
89
health

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.

21.5k
comet-ml
comet-ml/opik
Python
89
health

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

19.4k
langwatch
langwatch/langwatch
TypeScript
85
health

The platform for LLM evaluations and AI agent testing

3.3k
traceloop
traceloop/openllmetry
Python
85
health

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

7.1k
ferro-labs
ferro-labs/ai-gateway
Go
83
health

Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guardrails, A/B test & cost controls. Go-native Fastest & Scalable AI Gateway LiteLLM & Kong AI Gateway alternative.

95
vllm-project
vllm-project/vllm-ascend
C++
82
health

Community maintained hardware plugin for vLLM on Ascend

2.1k