Langroid

Langroid is an open-source Python framework designed to simplify LLM application development using a multi-agent programming paradigm. It treats agents as first-class citizens, allowing developers to configure agents with capabilities like LLMs, vector databases, and function-calling/tools. Langroid enables collaborative problem-solving through message exchange between agents, offering a "conversational programming" approach that works with both local/open and remote/proprietary LLMs.

• Agent-Centric Architecture, Task Delegation, LLM Integration, Vector Store Support, Function Calling/Tools, Caching, Observability And Logging.

• Complex LLM Application Development, Multi-Agent Collaboration, Retrieval-Augmented Generation, Chatbot Creation, AI-Assisted Task Automation.