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    Flowise AI

    Build and orchestrate AI agents visually, from prototype to production.

    Flowise AI

    Build and orchestrate AI agents visually, from prototype to production.

    Tool Introduction

    Flowise AI is an open-source, low-code platform that simplifies building, orchestrating, and deploying AI agents and large language model (LLM) workflows. It uses a visual, drag-and-drop interface to streamline development for both technical and non-technical users. Built on top of LangChain and LlamaIndex, Flowise AI supports integration with vector databases and enterprise tools. Its modular design enables rapid prototyping, customization, and scaling of AI solutions across industries like finance, healthcare, education, and technology.

    Demo Available?

    Flowise AI offers a free plan with no time limit or credit card required. Starter and Pro plans include a 14-day trial without payment details needed.

    Tool's Accuracy

    LangChain enables application accuracy through observability and evaluation tools like LangSmith. However, accuracy depends on the language models developers use, not LangChain’s orchestration framework.

    Aggregate Rating

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    Detailed Overview

    A low-code platform to build agentic systems using LLMs through visual workflows.

    What Flowise AI Does

    Flowise AI offers a visual environment to build AI agents using drag-and-drop components. Users connect modules such as document loaders, logic operators, LLMs, and APIs to create complex workflows. The platform supports single-agent chatbots or multi-agent systems with coordination logic. It integrates retrieval-augmented generation pipelines for knowledge access from diverse sources. Users can deploy applications in cloud or self-hosted environments with observability tools like live debugging and Prometheus metrics.

    Who Flowise AI is for

    Flowise AI supports developers who need fast prototyping of LLM apps and enterprise teams automating business tasks. Consultants use it to deliver flexible client-facing solutions. Non-technical roles benefit from the intuitive builder to create custom workflows without deep coding skills. It scales from individual users to large organizations needing production-ready deployments.

    Top Differentiators

    Flowise AI stands out with its open-source foundation and drag-and-drop builder that speeds up workflow creation. It offers native support for multi-agent orchestration beyond basic chatbot setups. Integrations include LangChain, LlamaIndex, APIs, and major vector databases. Deployment options cover cloud and secure on-premises setups. Security features like RBAC and SSO meet enterprise standards.

    Introductory Video
    Founding Year

    2023

    Target Industry

    B2B, Enterprise, SMB, Technology, Software Development, Consulting, Professional Services, Research Institutions, Education

    Available Integrations
    • ZenRows: Enables web scraping from sites like Amazon for product research and demand forecasting using a ZenRows API key.
    • Large Language Models (LLMs): Supports integration with LLMs to power advanced AI applications and workflows.
    • Vector Databases: Connects with vector databases to enhance memory and data retrieval in workflows.
    • API, SDK, CLI: Offers development tools that let users integrate Flowise into custom applications and systems.
    • MCP Client/Server Nodes: Used for advanced workflow orchestration within the platform.
    • Free Plan: $0/month. Includes 2 Flows & Assistants, 100 Predictions per month, 5MB Storage, Evaluations & Metrics, Custom Embedded Chatbot Branding, and Community Support.
    • Starter Plan: $35/month. Includes everything in the Free Plan plus Unlimited Flows & Assistants, 10,000 Predictions per month, 1GB Storage, and Community Support.
    • Pro Plan: $65/month. Includes everything in the Starter Plan plus 50,000 Predictions per month, 10GB Storage, Unlimited Workspaces, support for 5 Users with additional users at $15 each per month, Admin Roles & Permissions, and Priority Support.

    Affiliate Program: Offers a 20% commission for 12 months on every successful referral.


    Pricing last verified: 01/18/2026
    Official Source: https://flowiseai.com/#pricing
    Disclaimer: Pricing is subject to change. Please confirm current pricing on the vendor site.
    Features & Specs
    • Visual Workflow Builder: Drag-and-drop interface with support for branching logic.
    • Agent Types: Choose from Assistant (chat), Chatflow (single-agent), or Agentflow (multi-agent) architectures.
    • Modular Components: Includes LLMs, retrievers, document loaders, rerankers, memory tools, logic gates.
    • RAG Integration: Supports retrieval-augmented generation pipelines across files or external data sources.
    • Ecosystem Integrations: Built-in connectors for LangChain, Pinecone, Milvus; supports over 100 integrations.
    • API & SDKs: Access via REST API; JavaScript/TypeScript and Python SDKs; CLI included.
    • Embeddable Widgets: Deploy chat assistants into web apps via customizable widgets.
    • Monitoring Tools: Visual debugging panels; supports Prometheus/OpenTelemetry logging; log streaming enabled.
    • Reusable Templates: Template marketplace offers community-contributed workflow designs.
    • Enterprise Security: Features RBAC controls; SSO login; encrypted secrets; domain restrictions.
    • Deployment Flexibility: Run on Docker/Kubernetes or in managed cloud setups; air-gapped supported.
    • Scaling Support: Handles high-throughput workloads with horizontal/vertical scalability options.
    • Memory Modules: Context management tools available for planning long conversations or actions.
    • Human-in-the-loop Tools: Allow human review in key steps of automated flows.
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    Security & Compliance

    Flowise AI offers enterprise-ready security features including role-based access control (RBAC), single sign-on (SSO), encrypted credentials, secret management, rate limiting, and restricted domains. It supports encrypted communication via TLS/HTTPS. Self-hosted deployments keep all data within user-managed infrastructure. In March 2025, a critical vulnerability (CVE-2025-26319) affecting file uploads was patched following disclosure in January 2025. The platform does not train models directly; self-hosted users retain full control over their data lifecycle.

    Industry Use-Cases

    Technology & Software

    Flowise AI helps developers quickly build LLM-powered chatbots using its visual builder and document integration. You can deploy them as embedded widgets to reduce support load and improve user experience.

    It also enables engineering teams to automate code review and documentation through multi-agent systems, streamlining development while supporting human oversight.

    Financial Services

    Flowise AI allows analysts to extract insights from unstructured reports by combining document ingestion, RAG workflows, and summarization tools for faster, more accurate analysis.

    Compliance teams use Flowise to scan communications for violations with a multi-agent system that flags content and routes cases for review, reducing regulatory risk.

    Healthcare

    Flowise AI supports clinicians by retrieving patient data and medical research using RAG pipelines in a secure interface, improving decision-making speed.

    Hospitals implement automated triage chatbots that assess symptoms and suggest next steps, easing administrative workloads and speeding up responses.

    Professional Services & Consulting

    Consultants automate business analysis by designing workflows that process client data and generate tailored reports with human review built in, saving time on manual tasks.

    Firms also use the template marketplace to deploy custom AI assistants for clients faster without starting from scratch each time.

    Education & Research

    Researchers synthesize large volumes of academic content by building multi-agent systems that retrieve, summarize, and cross-reference papers in collaborative workspaces.

    Educational institutions use Flowise chatbots tailored to student needs for real-time feedback based on curriculum materials, boosting engagement and outcomes.

    Tool's Alternatives

    Voiceflow
    Focuses on designing multimodal conversations and excels at building user-facing experiences. It is less suited for complex backend workflow logic than Flowise.

    Langflow
    Provides a drag-and-drop interface tailored for LangChain apps. It helps users rapidly prototype but may offer limited scalability compared to other platforms.

    n8n
    Automates business processes by connecting many services. While not AI-focused, it complements Flowise by handling broader task automation across tools.

    Lindy
    Uses a no-code interface to build simple AI agents. It works well for automating basic tasks but is less capable in managing complex AI workflows.

    Frequently Asked Questions

    What features are included in the Flowise AI Free plan?
    The Free plan includes 2 flows and assistants, 100 predictions per month, 5MB storage, metrics, and embedded chatbot branding. It also provides evaluation tools and community support at no cost.

    How does Flowise AI support multi-agent workflows?
    Flowise AI enables single-agent or multi-agent setups using drag-and-drop logic. Agentflow supports coordination among agents with shared memory, routing logic, and human-in-the-loop tools for review.

    Can I self-host Flowise AI for secure deployments?
    Yes. Flowise AI can be deployed on Docker or Kubernetes in air-gapped environments. Self-hosted users manage data lifecycle and retain full control over infrastructure.

    What integrations does Flowise AI offer for workflows?
    Flowise integrates with LangChain, LlamaIndex, ZenRows, Pinecone, Milvus, APIs, vector databases, and MCP nodes. SDKs in Python and JavaScript/TypeScript support custom development along with CLI access.

    What industries commonly use Flowise AI applications?
    Industries include finance for compliance automation, healthcare for triage bots and research retrieval, education for curriculum chatbots, tech for code assistants, and consulting firms building client solutions.

    How does the platform handle security and compliance needs?
    Security includes RBAC controls, SSO login options like SAML and LDAP, encrypted secrets management, TLS communication support, rate limiting features, domain restrictions, and audit logs for enterprise use.

    Are there limits on usage in paid plans?
    Starter offers 10,000 predictions/month with 1GB storage; Pro offers 50,000 predictions/month with 10GB storage. Both have unlimited flows. Additional predictions cost $0.001 each. Pro includes up to 5 users.

    Does Flowise provide tools to monitor deployed workflows?
    Yes. The platform includes live debugging panels and supports Prometheus/OpenTelemetry logging along with log streaming to track performance across cloud or on-premises deployments.

    Is a trial available before subscribing to paid plans?
    Yes. The Free plan is always available without time limits or credit cards. Starter and Pro include a 14-day trial without requiring payment information.

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