4 guides covering common problems, patterns, and production issues in Flowise.
Flowise is an open-source, low-code LLM app builder with a visual drag-and-drop interface built on LangChain. Chatflow mode builds single-agent pipelines; Agentflow mode orchestrates multi-agent systems with 100+ integrations and human-in-the-loop support.
Every request builds a graph that never gets freed. Here is why Flowise leaks memory, and the configuration changes that stop it.
Horizontal scaling with Flowise is possible but barely documented. Here is the full setup: Redis, load balancing, and shared storage.
Flowise has two canvas modes and the docs do not always make the distinction clear. Many builders start with Chatflow, hit a wall trying to add agent behaviour, then discover Agentflow — or vice versa...
Flowise ships with a useful set of built-in tool nodes — web search, calculator, Wikipedia, weather, and more. But most real-world agent use cases require connecting to your own systems: internal APIs...
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