Flowise: agent building features and setup

Overview

Flowise is designed for visually building agents and language model flows, with the option to self-host. Connect model, memory, tool, and knowledge source nodes without writing the entire layer from scratch. It is a building tool, not a complete customer service system. Before making it available to customers, check tool permissions, what is stored in conversations, and how to stop an agent that calls for a sensitive action.

Features

• Visual editor for building AI agents
• Connect language models, tools, and knowledge sources
• Open source, with the option to self-host

Business uses

• A prototype of an internal agent that answers from a procedures knowledge base
• A language model flow with a search tool before responding to a user

Getting started

• Install a test environment and build a flow with one model and no write-capable tools.
• Connect a small knowledge source and check an answer with a citation.
• Add one tool and check that the agent refuses when data is missing.

What to check

• A visual editor does not eliminate the need for an owner of the prompt and permissions.
• With self-hosting, you remain responsible for updates and backups.