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#llmops (30 Repositories)

Ranked open-source repositories tagged with #llmops, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

45.0%

Avg Review Latency

37.4h

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30 repositories tagged #llmops

S TierPython 387 6 GFIs

rhesis-ai/rhesis

The collaboration layer for AI teams: domain experts annotate and review agent behavior, engineers improve the agent from what they find.

92.9%
Merge Rate
4d
First Review
91%
1st-Timers
10
Maintainers
S TierRust 211

fkiene/llmtrim

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).

94.9%
Merge Rate
1d
First Review
100%
1st-Timers
4
Maintainers
A TierPython 1.1k

dynamiq-ai/dynamiq

Dynamiq is an orchestration framework for agentic AI and LLM applications

84.2%
Merge Rate
1d
First Review
88%
1st-Timers
7
Maintainers
A TierPython 21.6k

comet-ml/opik

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

78.5%
Merge Rate
2d
First Review
73%
1st-Timers
44
Maintainers
A TierC++ 2.7k 76 GFIs

vllm-project/vllm-ascend

Community maintained hardware plugin for vLLM on Ascend

50.9%
Merge Rate
20h
First Review
44%
1st-Timers
308
Maintainers
A TierGo 5.7k

coze-dev/coze-loop

Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by providing full-lifecycle management capabilities from development, debugging, and evaluation to monitoring.

73.7%
Merge Rate
1d
First Review
100%
1st-Timers
3
Maintainers
A TierPython 1.2k

Arize-ai/openinference

OpenTelemetry Instrumentation for AI Observability

77.4%
Merge Rate
2d
First Review
59%
1st-Timers
30
Maintainers
B TierGo 243 2 GFIs

ferro-labs/ai-gateway

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.

43.1%
Merge Rate
<1h
First Review
40%
1st-Timers
1
Maintainers
A TierTypeScript 33.9k 1 GFIs

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

72.4%
Merge Rate
2d
First Review
32%
1st-Timers
77
Maintainers
B TierTypeScript 24.4k 1 GFIs

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.

72.8%
Merge Rate
3d
First Review
53%
1st-Timers
39
Maintainers
B TierRust 8.4k

0xPlaygrounds/rig

⚙️🦀 Build modular and scalable LLM Applications in Rust

68.4%
Merge Rate
3d
First Review
65%
1st-Timers
17
Maintainers
B TierPython 11.2k

Arize-ai/phoenix

AI Observability & Evaluation

80.6%
Merge Rate
3d
First Review
51%
1st-Timers
40
Maintainers
B TierPython 57.6k

BerriAI/litellm

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

42.7%
Merge Rate
6h
First Review
15%
1st-Timers
402
Maintainers
B TierPython 5.8k 1 GFIs

Giskard-AI/giskard-oss

🐢 Open-Source Evaluation & Testing library for LLM Agents

62.0%
Merge Rate
2d
First Review
27%
1st-Timers
28
Maintainers
B TierCUCuda 1.3k

alibaba/rtp-llm

RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.

29.1%
Merge Rate
4h
First Review
36%
1st-Timers
11
Maintainers
B TierRust 2.4k

bionic-gpt/bionic-gpt

Bionic is sovereign AI for the enterprise — ChatGPT-like AI that runs on-premise and can securely work with your sensitive data and systems.

80.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 29.9k

ComposioHQ/composio

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

69.8%
Merge Rate
5d
First Review
52%
1st-Timers
27
Maintainers
B TierTypeScript 156

langfuse/langfuse-js

🪢 Langfuse JS/TS SDKs - Instrument your LLM app and get detailed tracing/observability. Works with any LLM or framework

59.0%
Merge Rate
2d
First Review
50%
1st-Timers
9
Maintainers
B TierRust 7.0k 2 GFIs

katanemo/plano

Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent orchestration, and guardrails so you stay focused on your agents core logic.

65.9%
Merge Rate
13d
First Review
44%
1st-Timers
10
Maintainers
B TierJUJupyter Notebook 59.0k

pathwaycom/llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

33.3%
Merge Rate
<1h
First Review
0%
1st-Timers
2
Maintainers
B TierPython 8.8k

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

17.2%
Merge Rate
16h
First Review
33%
1st-Timers
9
Maintainers
D TierJava 122

taishan666/MaxKB4j

MaxKB4j is an open-source LLMOps platform for LLM workflow applications and RAG developed based on the Java language. The project mainly draws on MaxKB, Dify and FastGPT, and combines the advantages of the two into one project. It is redesigned and developed using the high-performance, high-stability and secure reliable JAVA language.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJava 268

qiantongtech/qKnow

qKnow is an open-source agent platform for enterprise knowledge intelligence and industry AI. It provides knowledge graphs, RAG, and bot building, encapsulating industry AI into standardized modules for rapid deployment. Supporting unified integration of documents and data, it helps enterprises quickly build knowledge hubs and AI solutions.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierClojure 379

zmedelis/bosquet

Tooling to build LLM applications: prompt templating and composition, agents, LLM memory, and other instruments for builders of AI applications.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 435

Nexus-Router/nexus

Govern & Secure your AI

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 990

ajndkr/lanarky

The web framework for building LLM microservices [deprecated]

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 496

deadbits/vigil-llm

⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 15.5k

vibrantlabsai/ragas

Supercharge Your LLM Application Evaluations 🚀

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 16.2k

raga-ai-hub/RagaAI-Catalyst

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 429

cloudshipai/station

Station is our open-source runtime that lets teams deploy agents on their own infrastructure with full control.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Llmops Open Source Repositories & C-Rank™ | GetMerged