MongoDB Atlas is the developer-friendly database used to build, scale, and run gen AI and LLM-powered apps—without needing a separate vector database. Atlas offers built-in vector search, global availability across 115+ regions, and flexible document modeling. Start building AI apps faster, all in one place.
Start Free
Test your software product anywhere in the world
Get feedback from real people across 190+ countries with the devices, environments, and payment instruments you need for your perfect test.
Global App Testing is a managed pool of freelancers used by Google, Meta, Microsoft, and other world-beating software companies.
Run GGUF models easily with a UI or API. One File. Zero Install.
KoboldCpp is an easy-to-use AI text-generation software for GGML and GGUF models, inspired by the original KoboldAI. It's a single self-contained distributable that builds off llama.cpp and adds many additional powerful features.