Open Source LLM Tools

LLM tools help developers and organizations build, operate, and connect applications that use large language models. They address common needs such as producing structured outputs, serving models, giving agents access to external data or software, and automating repeatable workflows. By handling these tasks, they can make language model integrations more predictable and easier to incorporate into existing systems.

Open source options include libraries, command-line utilities, model-serving interfaces, agent capabilities, and connectors for APIs, operating systems, and other services. When choosing a tool, consider its maturity, license, maintenance activity, documentation, security practices, runtime requirements, and compatibility with your models and infrastructure. These tools are useful to developers, platform teams, and researchers building AI applications or automating software and operational tasks.