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Repositories in this selection 50 · UTC 2026-11-04
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1—BBerriAI / litellmAuthor description: 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]PythonNOASSERTION · Restricted / unknownInsufficient rank history62,56412,937——2026-11-02
2—GGokuMohandas / Made-With-MLPractical material on building, deploying and iterating ML applications.Jupyter NotebookMIT · PermissiveInsufficient rank history49,9047,814——2026-03-04
3—Llangfuse / langfuse🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.TypeScriptNOASSERTION · Restricted / unknownInsufficient rank history36,8964,146——2026-11-02
4—CComposioHQ / composioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.TypeScriptMIT · PermissiveInsufficient rank history30,8814,914——2026-11-02
5—Mmlflow / mlflowThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.PythonApache-2.0 · PermissiveInsufficient rank history28,6306,571——2026-11-02
6—Ppromptfoo / promptfooTest 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.TypeScriptMIT · PermissiveInsufficient rank history26,7482,633——2026-11-02
7—Lliguodongiot / llm-actionThis project aims to share the technical principles and practical experience related to large models (large model engineering, large model application implementation)HTMLApache-2.0 · PermissiveInsufficient rank history25,2432,858——2026-10-14
8—Ccomet-ml / opikAuthor description: Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.PythonApache-2.0 · PermissiveInsufficient rank history23,1221,923——2026-11-02
9—Ddipakkr / awesome-ai-engineering🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.UnknownMIT · PermissiveInsufficient rank history22,5164,852——2026-10-21
10—Jjina-ai / serve☁️ Build multimodal AI applications with cloud-native stackPythonApache-2.0 · PermissiveInsufficient rank history21,8502,237——2025-03-24
11—TTransformerOptimus / SuperAGI<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.PythonMIT · PermissiveInsufficient rank history17,7252,222——2025-01-22
12—Vvibrantlabsai / ragasSupercharge Your LLM Application Evaluations 🚀PythonApache-2.0 · PermissiveInsufficient rank history16,2211,798——2026-02-24
13—Rraga-ai-hub / RagaAI-CatalystPython 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 viewPythonApache-2.0 · PermissiveInsufficient rank history16,1873,575——2026-02-11
14—PPortkey-AI / gatewayA blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.TypeScriptMIT · PermissiveInsufficient rank history13,3021,365——2026-05-25
15—Bbentoml / OpenLLMRun any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.PythonApache-2.0 · PermissiveInsufficient rank history12,581849——2026-11-02
16—AArize-ai / phoenixAI Observability & EvaluationPythonNOASSERTION · Restricted / unknownInsufficient rank history12,1031,258——2026-11-02
17—NNetflix / metaflowBuild, Manage and Deploy AI/ML SystemsPythonApache-2.0 · PermissiveInsufficient rank history10,3361,388——2026-10-29
18—MMakazhanAlpamys / SoupFine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.PythonApache-2.0 · PermissiveInsufficient rank history10,0511,660——2026-11-03
19—00xPlaygrounds / rig⚙️🦀 Build modular and scalable LLM Applications in RustRustMIT · PermissiveInsufficient rank history9,0461,006——2026-11-02
20—Bbentoml / BentoMLThe easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!PythonApache-2.0 · PermissiveInsufficient rank history8,9331,055——2026-11-02
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