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Observability and prompt management platform for LLM-based apps. Take your LLMs to the next level.

Ship AI agents that reason, remember, and act in TypeScript. Mastra provides memory, tools, MCP, and observability to go from prototype to production.

Helps teams build, deploy, observe or operate machine-learning systems.

Metorial supports deploying, serving, monitoring, or operating AI and machine-learning systems.

Milvus is open source vector database for production AI, written in Go and C++, scalable and blazing fast for billions of embedding vectors.

ML Visualized supports machine learning models, deployment, inspection, datasets, or AI development workflows.

An open-source platform for tracking ML experiments, evaluating models and prompts, deploying models, and adding LLM observability. opensource.

MLOps Community supports deploying, serving, monitoring, or operating AI and machine-learning systems.

MLOps Guide supports deploying, serving, monitoring, or operating AI and machine-learning systems.

MLOps Now supports deploying, serving, monitoring, or operating AI and machine-learning systems.

mlsysbook supports machine learning models, deployment, inspection, datasets, or AI development workflows.

ModelScope supports machine learning models, deployment, inspection, datasets, or AI development workflows.

ModelScope Finetuning supports machine learning models, deployment, inspection, datasets, or AI development workflows.

Private AI for individuals, teams, and organizations. Workspaces, agents, models, and knowledge—one connected system on your terms.

MyVibe supports deploying, serving, monitoring, or operating AI and machine-learning systems.

Nimblebox supports deploying, serving, monitoring, or operating AI and machine-learning systems.

Simplifies and accelerates MLOps by bridging the gap between ML models and edge hardware.

Platform and SDK for AI Engineers providing tools for LLM evaluation, observability, and a version-controlled enhanced prompt playground.

MLOps and LLMOps, from the trenches.

Democratize and productionize Gen AI across your entire org with Portkey.

Prompt Engineering platform. Collaborate, test, evaluate, and monitor your LLM applications.

Python Library for Probabalistic Programming (Bayesian Inference and Machine Learning).

Quix is the agentic AI platform for hardware engineering — turn test-rig and sensor data into real-time insight.

RunThisLLM provides machine-learning models, research, training resources, or evaluation tools.