Flock is a workflow-based low-code platform designed for building AI applications such as chatbots, retrieval-augmented generation systems, and multi-agent workflows. The platform uses a visual workflow architecture where different nodes represent processing steps such as input processing, model inference, retrieval operations, and tool execution. Developers can connect these nodes to create complex pipelines that orchestrate multiple language models and external services. Built on technologies such as LangChain, LangGraph, FastAPI, and Next.js, Flock combines a modern web interface with a flexible backend capable of supporting advanced AI workflows. The platform supports multi-agent collaboration, allowing developers to design workflows where different agents handle specialized tasks within the same system. Flock also includes features such as intent recognition, code execution nodes, and human-in-the-loop approval processes that make it suitable for production AI applications.
Features
- Low-code workflow platform for building chatbots and RAG applications
- Visual node-based pipeline for orchestrating AI workflows
- Integration with LangChain and LangGraph for agent orchestration
- Support for multi-agent collaboration and task coordination
- Intent recognition nodes for routing user queries dynamically
- Python code execution nodes for custom logic and data processing