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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.

Full-stack AI platform focused on multimodal agents and consumer-scale deployment.

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

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.

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

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

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

PyGPT is an open‑source desktop AI assistant for Windows, macOS and Linux. Chat, agents, web search, run Python, TTS/STT, plugins, long‑term memory.

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.

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

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

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

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

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

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

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

TensorZero builds open-source tools for production-grade LLM applications: LLM gateway, observability, optimization, evaluations, and experimentation.