Agentifact assessment — independently scored, not sponsored. Last verified Mar 6, 2026.
Flowise
Flowise is an open-source, drag-and-drop visual builder for constructing LLM-powered agents and workflows, wrapping the complexity of LangChain into composable visual nodes. It integrates with 100+ tools, vector databases, APIs, and memory modules, making it accessible to both developers and non-developers. Acquired by Workday in 2025, the platform offers a free self-hosted option alongside cloud plans starting at $35/month (Starter) with 10,000 predictions per month. It is particularly valued for its active open-source community, RAG pipeline support, and the ability to export and deploy agents as APIs.
Viable option — review the tradeoffs
You need to rapidly prototype and deploy LLM agents and RAG workflows without writing LangChain code from scratch.
Intuitive for simple-to-moderate agents; scales well with enterprise infra but node-based logic can get clunky for ultra-complex orchestration.
Your team struggles to build production chatbots or multi-agent systems that integrate internal data sources without deep dev resources.
Strong for customer support and internal tools; active OSS community ensures quick fixes, though cloud limits predictions on basic plans.
You want to iterate on AI prototypes collaboratively across devs and non-devs while supporting on-prem deployment.
Excellent for MVPs and team workflows; observability shines for debugging, but lacks advanced CI/CD out-of-box.
Node Complexity Ceiling
Visual nodes simplify LangChain but struggle with highly custom or deeply nested logic, pushing advanced users to code.
Flowise excels at LLM/RAG agents; n8n is broader workflow automation.
Pick Flowise for AI-native agent building with LangChain wrappers.
Pick n8n for general no-code automations beyond LLMs.
Trust Breakdown
What It Actually Does
Flowise lets you build AI agent workflows using a drag-and-drop interface without coding, connecting to over 100 tools and databases to automate complex tasks.
Flowise is an open-source, drag-and-drop visual builder for constructing LLM-powered agents and workflows, wrapping the complexity of LangChain into composable visual nodes. It integrates with 100+ tools, vector databases, APIs, and memory modules, making it accessible to both developers and non-developers. Acquired by Workday in 2025, the platform offers a free self-hosted option alongside cloud plans starting at $35/month (Starter) with 10,000 predictions per month.
It is particularly valued for its active open-source community, RAG pipeline support, and the ability to export and deploy agents as APIs.
Fit Assessment
Best for
- ✓ai-workflow-builder
- ✓knowledge-retrieval
- ✓web-search
- ✓chatbot-creation
- ✓no-code-automation
Not ideal for
- ✗free-plan-data-loss-on-service-shutdown
- ✗enterprise-features-paywall-locked
Connection Patterns
Blueprints that include this tool:
Known Failure Modes
- free-plan-data-loss-on-service-shutdown
- enterprise-features-paywall-locked
Score Breakdown
Protocol Support
Capabilities
Governance
- rbac
- sso
- encrypted-credentials
- rate-limiting
- audit-log-external-only
Pricing
Workflow Fit
Related Concepts
Related Categories
Affiliate disclosure: Agentifact may earn a commission on clicks from this link. Learn more →