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#llmops

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

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.

20.5k
fkiene
fkiene/llmtrim
Rust
88
health

Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable library (Rust, Python, Ruby, Kotlin, Swift, JS/TS).

153
maximhq
maximhq/bifrost
Go
87
health

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

6.4k
traceloop
traceloop/openllmetry
Python
86
health

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

7.3k
vllm-project
vllm-project/vllm-ascend
C++
83
health

Community maintained hardware plugin for vLLM on Ascend

2.4k