Langroid, an open-source Python framework, enhances LLM application development through a multi-agent paradigm, prioritizing agents with configurable capabilities like LLMs and vector databases. It fosters "conversational programming" for collaborative problem-solving among agents, compatible with various LLMs, both local and remote.