Flowise – Best for Open-Source, Low-Code LLM Agent for Workflow Automation

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Flowise is a modular, open-source visual platform for rapidly building, deploying, and scaling LLM-powered AI agents with full orchestration, RAG pipelines, observability, and integrations—all without coding.

Description

Flowise is an open-source, drag-and-drop visual platform built to help users design, build, and deploy complex AI agents. You can launch LLM-powered workflows without heavy coding. Its modular visual interface empowers businesses and developers to stitch together chatbots, multi-agent orchestration, RAG pipelines, and automation flows. This is all with built-in support for 100+ LLMs, vector databases, and external APIs. It makes prototyping fast and production scaling flexible via both cloud and on‑premise support.

Flowise stands out for its unique ability to blend no-code speed with deep customizability and scalable, enterprise-grade deployment options. Built for seamless integration, observability, and human-in-the-loop review, Flowise accelerates AI adoption for teams of any size.

Flowise Key Features

  1. Visual Workflow Builder – Effortlessly build, manage, and visualize LLM apps and agent flows using a drag-and-drop interface.
  2. Multi-Agent Orchestration – Coordinate and manage multiple agents across workflows with branching logic, loops, shared memory, and more.
  3. RAG (Retrieval-Augmented Generation) Support – Access and query various data sources, documents, or vector DBs in conversational flows for accurate knowledge retrieval.
  4. Human-in-the-Loop Review – Add manual checkpoints for human oversight, approval, or feedback, ensuring critical tasks are supervised.
  5. Flow Validation – Built‑in checks to detect misconfiguration, enhancing workflow reliability.
  6. Production-Ready Scaling – Supports both cloud and on-premise deployments and horizontal scaling using message queues and worker pools.
  7. Extensive Integrations – 100+ connectors to LLMs (OpenAI, Azure, Anthropic, etc.), vector databases (Pinecone, Milvus), APIs, SDKs, and utilities like ZenRows for web scraping.
  8. Full Execution Tracing & Observability – Track every step with Prometheus, OpenTelemetry integrations, and visual debug tools for monitoring and optimization.
  9. Embedded & API Access – White-label widgets, REST API, and SDKs (TypeScript/Python) for easy application embedding and custom integration.
  10. Custom Code Nodes & Utilities – Inject JavaScript functions, set/get variables, or conditionally route flows for advanced control.
  11. Secure Enterprise Features – SSO, SAML, RBAC, LDAP, on-prem deployment, air-gapped environments, audit logging, and compliance options for organizational needs.

Flowise Key Customers

Flowise has mentioned customer testimonials on its website. Here’s how they have used the same:

  • InsightSoftware – Enhanced embedded analytics with AI.
  • UneeQ – Deployed digital human experiences with optimized backend.
  • Qmic – Fleet management copilot automations via LLM tool‑calling capabilities.
  • BTS Digital – Fast-tracked internal AI assistant initiatives.

Other customers mentioned include Publicis Groupe, Liverpool Hospital, Accenture, Deloitte, AWS, Priceline, Globe Telecom, Fluency Academy, and more.

Who is the CEO or Founder of Flowise?

Henry Heng and Chung Yau Ong are co-founders of FlowiseAI.

Flowise Funding News

FlowiseAI participated in Y Combinator (YC S23), but no large, public fundraising rounds are reported as of July 2025. Also, Flowise is a growing open‑source project with over 41k GitHub stars

Who Should Use Flowise?

Flowise is best suited for businesses, startups, agencies, engineers, and technical teams needing flexible, visual tools to rapidly prototype, orchestrate, and scale LLM-based automations, chatbots, or multi-agent workflows. This is especially useful where seamless integration, observability, and fast iteration are essential.

Top use cases include internal AI assistants, customer-facing chatbots, document Q&A, RAG-enabled knowledge bots, and production-ready agent flows for digital transformation initiatives.

Flowise Pros

  • Drag-and-drop workflow designer significantly reduces engineering time.
  • Can be customized and self-hosted for unique business needs and data privacy.
  • Connects with a broad set of LLMs, databases, APIs, and business tools out-of-the-box.
  • Allows critical human supervision in intelligent automations.
  • Easy to self-host and scale locally.
  • Fast LLM prototyping with visual modularity.
  • Responsive team and active community support are cited by users.

Flowise Cons

  • More complex agent orchestration demands technical expertise.
  • Some users report sparse or outdated documentation for advanced use cases.
  • Bottlenecks and reliability issues may surface in high-traffic pipelines.
  • Troubleshooting nodes or viewing intermediate results can be challenging for beginners.
  • Compared to older platforms, Flowise’s community and ecosystem are still growing.
  • Chat UI customization constraints.
  • Requires self‑managed support & scaling — no official SLA for free/self‑hosted versions

Flowise Integrations

  • LLMs: OpenAI, Anthropic, Azure OpenAI, Hugging Face, Google, Cohere, Llama family, and more
  • Vector Databases: Pinecone, Milvus, Weaviate, Qdrant, Chroma, PostgreSQL, and others
  • APIs & External Services: ZenRows (web scraping), Apify, Notion, Slack, Zapier, and GitHub
  • SDKs & Embedding: TypeScript, Python, REST API, embedded chat widget
  • Monitoring: Prometheus, Grafana, OpenTelemetry

Flowise Free Plan

Flowise free plan allows 2 Flows per Assistant, 100 predictions/month, and 5 MB storage. You also get Evaluations & Metrics, Custom Embedded Chatbot Branding, and Community Support.

The Flowise free plan is ideal for experimenting, prototyping, and small-scale use. It offers enough to build and test basic LLM agents and chatbots. Scaling, production deployment, more flows, increased usage, admin controls, and organizational features require paid plans.

Flowise Paid Plan Pricing

Flowise Plan Monthly Price Features provided Best For
Starter $35 Unlimited Flows & Assistants, 10k Predictions/month, 1GB Storage, Community Support Individuals & small teams
Pro $65 50k Predictions/month, 10GB Storage, Unlimited Workspaces, 5+ Users (add $15/user), Admin Role, Priority Support SMBs needing collaboration & scale
Enterprise Contact Sales On-prem deployment, air-gapped, SSO, SAML, LDAP, RBAC, audit logs, versioning, 99.99% uptime Large orgs with strict compliance

Flowise Discounts

Flowise Starter plan offers a first month free trial.

Flowise Alternatives

Tool Name What’s Good Limitations
Botpress Powerful bot studio, visual workflow, production-ready Proprietary, less open to customization
n8n Versatile automation, RAG & LLM support, workflow logic Non-specialized for LLM agents, slower RAG
Langflow Visual LLM pipeline builder, OSS Smaller integrations, less mature
LobeChat Open source, multiple LLM/chat models Focused on chat UI, less agent workflow power
SmythOS Managed no-code builder Less flexibility, smaller ecosystem
LLMStack Direct coding power Requires dev expertise, less UI
Flowise Open-source, agent-focused, rich integrations, scalable Advanced features require technical skills

What makes Flowise different:

Flowise uniquely balances visual ease, open-source extensibility, robust agent orchestration, and production-grade features. It is ideal for teams wanting to control customization, privacy, and integration depth.

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