bestofgithub.devRepositories with the GitHub topic “llmops”: 27 repositories with 518k stars between them, mostly written in Python, TypeScript and Rust. The highest-rated is BerriAI/litellm, #182 on the bestofgithub Elo ladder.
BISHENG is an open-source enterprise Agent platform for building, deploying, and managing AI applications. It combines AI agents, workflows, RAG and knowledge management, desktop agent integration, and vibecoding app hosting with unified model management, evaluation, observability, access control, and enterprise administration.
git clone https://github.com/dataelement/bisheng.gitAI Observability & Evaluation
git clone https://github.com/Arize-ai/phoenix && cd phoenix && docker compose up -dFine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
pipx install soup-cli⚙️🦀 Build modular and scalable LLM Applications in Rust
git clone https://github.com/0xPlaygrounds/rig.gitSupercharge Your LLM Application Evaluations 🚀
pipx install ragasTest 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.
npm install -g promptfooThe fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost…
🪢 Open source AI engineering platform: AI Gateway, agent observability, evals, and prompt/skill management, built on…
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT…
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug…
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing…
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you…
Learn how to develop, deploy and iterate on production-grade ML applications.
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
AI Observability & Evaluation
BISHENG is an open-source enterprise Agent platform for building, deploying, and managing AI applications. It combines…
Supercharge Your LLM Application Evaluations 🚀
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP…
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly…
⚙️🦀 Build modular and scalable LLM Applications in Rust
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run…
☁️ Build multimodal AI applications with cloud-native stack
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools…
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
Build, Manage and Deploy AI/ML Systems
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or…
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines…
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and…
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline…
Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent…
Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and…