Flowise
Craft AI agents visually with Flowise: design workflows and systems effortlessly.
About Flowise
Flowise is an innovative open-source platform designed to empower users to visually build AI agents, making it accessible for developers and non-developers alike. With its modular building blocks, Flowise facilitates the creation of both simple workflows and complex autonomous systems, allowing users to construct multi-agent systems, chat assistants, and human-in-the-loop functionalities effortlessly. The platform's drag-and-drop interface streamlines the development process, enabling rapid iteration and deployment of AI solutions. By leveraging the power of various large language models (LLMs), Flowise opens up a world of possibilities for businesses looking to integrate AI into their operations. The platform not only supports cloud deployment but also offers on-premises solutions, catering to diverse organizational needs and infrastructures. One of the standout features of Flowise is its ability to orchestrate multiple agents seamlessly. Users can create sophisticated workflows that involve multiple coordinated agents working in tandem, enhancing the overall efficiency and effectiveness of the AI systems they develop. Additionally, Flowise supports the integration of external tools and APIs, making it a flexible choice for developers looking to enhance their applications with AI capabilities. The platform also prioritizes observability, providing full execution traces and support for popular monitoring tools like Prometheus and OpenTelemetry. This ensures that users can track and analyze the performance of their AI agents in real-time, facilitating continuous improvement. Flowise is particularly beneficial for organizations seeking to enhance their customer engagement through AI-driven chat assistants. With built-in support for tool calling and knowledge retrieval, users can create chatbots that not only respond to inquiries but also access and process data from various sources. This capability allows businesses to provide personalized experiences to their customers, thereby improving satisfaction and retention rates. Furthermore, the human-in-the-loop feature enables organizations to maintain oversight and control over AI operations, ensuring that the systems align with their strategic goals and ethical standards. The technology behind Flowise is rooted in the principles of modularity and extensibility. Developers can utilize a rich set of APIs and SDKs to integrate Flowise into their existing applications, making it a versatile tool for enhancing functionality and user experience. The platform's focus on community-driven development also means that users can benefit from a wealth of shared resources, templates, and support from fellow developers. This collaborative environment fosters innovation and accelerates the learning curve for new users, making it easier to adopt AI technologies. In summary, Flowise stands out as a powerful tool for building AI agents visually, combining ease of use with the capability to create complex, scalable systems. Its open-source nature, combined with robust features and a supportive community, positions Flowise as a leader in the AI development space. Whether you are a small startup or a large enterprise, Flowise offers the tools and flexibility needed to harness the power of artificial intelligence effectively.
Flowise Key Features
Modular Building Blocks
Flowise offers a set of modular building blocks that allow users to construct AI agents and workflows visually. This feature is valuable because it simplifies the process of creating both simple and complex systems, making it accessible to users with varying levels of technical expertise.
Drag-and-Drop Interface
The platform includes a user-friendly drag-and-drop interface that streamlines the development process. This interface enables rapid iteration and prototyping, allowing users to quickly test and refine their AI models without extensive coding.
Multi-Agent System Support
Flowise supports the creation of multi-agent systems, facilitating workflow orchestration across multiple coordinated agents. This feature is crucial for developing complex autonomous systems that require collaboration between different AI components.
Chat Assistants
Users can build single-agent systems and chatbots with Flowise, which support tool calling and knowledge retrieval from various data sources. This feature enhances customer interaction by enabling intelligent and context-aware conversations.
Human-in-the-Loop Functionality
Flowise incorporates human-in-the-loop capabilities, allowing human oversight and intervention in AI processes. This ensures that AI systems can be monitored and adjusted in real-time, improving accuracy and reliability.
Observability and Execution Traces
The platform provides full execution traces and supports observability tools like Prometheus and OpenTelemetry. This feature is essential for debugging and optimizing AI workflows, offering insights into system performance and behavior.
Developer-Friendly API and SDK
Flowise offers APIs and SDKs in languages like Typescript and Python, enabling developers to extend and integrate AI functionalities into their applications. This flexibility is crucial for customizing and scaling AI solutions.
Enterprise-Ready Infrastructure
Flowise supports deployment on both cloud and on-premises environments, offering enterprise-grade infrastructure. This ensures that AI applications can be scaled and managed efficiently, meeting the demands of large organizations.
Support for 100+ LLMs and Vector DBs
The platform is compatible with over 100 large language models and vector databases, providing users with a wide range of options for building and deploying AI solutions. This diversity enhances the capability and flexibility of AI applications.
Custom Embedded Chatbot Branding
Flowise allows users to customize the branding of their embedded chatbots, ensuring that AI solutions align with organizational branding and aesthetic requirements. This feature is important for maintaining brand consistency across digital interactions.
Flowise Pricing Plans (2026)
Free
- 2 Flows & Assistants
- 100 Predictions / month
- 5MB Storage
- Community Support
- Limited to 2 flows and 100 predictions per month.
Starter
- Unlimited Flows & Assistants
- 10,000 Predictions / month
- 1GB Storage
- Community Support
- Limited to 1 user; additional users incur extra charges.
Pro
- Everything in Starter
- 50,000 Predictions / month
- 10GB Storage
- Unlimited Workspaces
- 5 Users + $15/user/month
- Requires a minimum of 5 users for the Pro plan.
Flowise Pros
- + User-friendly interface that simplifies the AI agent creation process, making it accessible to non-developers.
- + Highly modular design allows for flexible and customizable workflows tailored to specific business needs.
- + Strong community support fosters collaboration and knowledge sharing, enhancing the overall user experience.
- + Robust observability features enable real-time performance tracking and optimization of AI agents.
- + Supports both cloud and on-premises deployments, providing flexibility for different organizational infrastructures.
- + Integrates easily with external APIs and services, enhancing the functionality of built applications.
Flowise Cons
- − The learning curve may still be steep for users completely new to AI or software development.
- − Limited advanced features compared to some proprietary AI development platforms, which may restrict complex implementations.
- − As an open-source tool, users may encounter variability in support and documentation quality depending on community contributions.
- − Performance may vary based on user infrastructure, particularly for on-premises deployments lacking robust resources.
Flowise Use Cases
Customer Support Automation
Enterprises use Flowise to build chatbots that automate customer support, providing instant responses to common queries. This reduces the workload on human agents and improves response times, enhancing customer satisfaction.
Internal Workflow Automation
Organizations leverage Flowise to automate internal workflows, such as data processing and report generation. This use case streamlines operations, reduces manual effort, and increases productivity across departments.
Educational Tools Development
Educators and e-learning platforms use Flowise to create AI-driven educational tools that provide personalized learning experiences. These tools adapt to individual learning paces and styles, improving educational outcomes.
Healthcare Assistance
Healthcare providers utilize Flowise to develop AI assistants that support patient interaction and data management. These assistants help in scheduling, reminders, and preliminary diagnostics, improving patient care efficiency.
Financial Advisory Bots
Financial institutions use Flowise to build advisory bots that provide clients with personalized financial advice and insights. These bots analyze market trends and user data to offer tailored recommendations, enhancing client engagement.
Retail and E-commerce Personalization
Retailers implement Flowise to create personalized shopping experiences through AI-driven recommendations and customer interaction. This use case increases sales conversion rates and enhances customer loyalty.
Real-time Data Analysis
Businesses use Flowise to automate real-time data analysis, enabling quick decision-making based on current data trends. This capability is crucial for industries like finance and logistics, where timely insights are vital.
Project Management Automation
Project managers use Flowise to automate task management and project tracking, integrating with tools like Slack and Notion. This automation improves project visibility and coordination, leading to more efficient project execution.
What Makes Flowise Unique
Visual Development Interface
Flowise's drag-and-drop interface allows users to build AI applications without extensive coding knowledge, making it accessible to a broader audience compared to competitors that require more technical expertise.
Comprehensive Multi-Agent Support
The platform's ability to orchestrate workflows across multiple agents sets it apart, enabling the development of complex autonomous systems that require coordinated agent interaction.
Human-in-the-Loop Capabilities
Flowise's integration of human-in-the-loop functionalities ensures that AI systems can be monitored and adjusted in real-time, offering a level of oversight and control that is not always available in other platforms.
Extensive Integration Options
With support for over 100 large language models and vector databases, Flowise offers unparalleled flexibility in building and deploying AI solutions, catering to a wide range of industry needs.
Enterprise-Grade Scalability
Flowise's infrastructure supports both cloud and on-premises deployments, allowing enterprises to scale their AI applications efficiently, a feature that is crucial for large-scale operations.
Who's Using Flowise
Enterprise Teams
Enterprise teams use Flowise to develop scalable AI solutions that integrate seamlessly with existing infrastructure. They benefit from the platform's ability to handle complex workflows and multi-agent systems, enhancing operational efficiency.
Freelancers
Freelancers leverage Flowise to quickly prototype and deploy AI applications for clients, benefiting from the platform's ease of use and flexibility. This allows them to deliver customized solutions without extensive coding.
Educational Institutions
Educational institutions use Flowise to create interactive and adaptive learning tools, enhancing the educational experience for students. The platform's visual interface makes it accessible for educators with limited technical skills.
Healthcare Providers
Healthcare providers utilize Flowise to automate patient interaction and data management, improving service delivery and patient engagement. The platform's human-in-the-loop functionality ensures that critical decisions involve human oversight.
Financial Services
Financial services companies use Flowise to develop AI-driven advisory tools that provide clients with personalized financial insights. The platform's support for large language models enables sophisticated data analysis and recommendation generation.
Retail and E-commerce Businesses
Retail and e-commerce businesses implement Flowise to enhance customer interaction and personalize shopping experiences. The platform's ability to integrate with various data sources allows for dynamic and context-aware customer engagement.
How We Rate Flowise
Flowise vs Competitors
Flowise vs Chatbot.com
While both Flowise and Chatbot.com allow for chatbot creation, Flowise offers a more visual approach with modular components, making it easier for users to customize workflows.
- + Visual interface for building agents
- + Open-source flexibility
- − Chatbot.com may have more pre-built templates and integrations available.
Flowise vs Dialogflow
Flowise provides a more hands-on, visual development experience compared to Dialogflow's more code-centric approach, making it more accessible to non-developers.
- + Easier for non-developers
- + More customizable workflows
- − Dialogflow has a more extensive library of pre-built agents.
Flowise vs Microsoft Bot Framework
Flowise's simplicity and visual interface contrasts with the complexity of Microsoft Bot Framework, which may require more technical expertise.
- + User-friendly for rapid prototyping
- + Community-driven support
- − Microsoft Bot Framework offers deeper integration with Microsoft services.
Flowise vs Rasa
While Rasa focuses on machine learning-driven chatbots, Flowise allows for a broader range of AI agent development, including multi-agent systems.
- + Greater flexibility in agent types
- + Visual workflow creation
- − Rasa may provide more advanced ML capabilities out of the box.
Flowise vs IBM Watson Assistant
Flowise provides a more intuitive and visual approach to building AI agents compared to the more complex setup of IBM Watson Assistant.
- + Simpler setup and user interface
- + Open-source model
- − IBM Watson may have more robust enterprise features.
Flowise Frequently Asked Questions (2026)
What is Flowise?
Flowise is an open-source platform that enables users to build AI agents visually, facilitating the creation of workflows and autonomous systems.
How much does Flowise cost in 2026?
Flowise offers a free tier along with paid plans starting at $35/month for small teams.
Is Flowise free?
Yes, Flowise has a free tier that allows users to create up to 2 flows and 100 predictions per month.
Is Flowise worth it?
Flowise provides significant value for businesses and developers looking to implement AI without extensive coding, making it a worthwhile investment.
Flowise vs alternatives?
Flowise stands out with its visual development interface and open-source flexibility compared to proprietary solutions that may be more rigid.
Can I use Flowise for commercial applications?
Yes, Flowise can be used for commercial purposes, and many businesses leverage it for customer-facing AI solutions.
What types of AI agents can I build with Flowise?
Users can build chatbots, multi-agent systems, and various automated workflows tailored to their needs.
How does Flowise ensure data security?
Flowise supports on-premises deployment, allowing organizations to maintain control over their data and security protocols.
What kind of support does Flowise offer?
Flowise offers community support through forums and Discord, along with documentation and tutorials.
How scalable is Flowise for large enterprises?
Flowise is designed to scale efficiently, supporting both small teams and large enterprises with robust infrastructure.
Flowise on Hacker News
VS Code Extension
npm Package
npm i flowise Flowise Company
Flowise Quick Info
- Pricing
- Freemium
- Upvotes
- 0
- Added
- January 18, 2026
Flowise Is Best For
- Small to medium-sized businesses looking to implement AI solutions.
- Developers seeking a flexible platform for building AI applications.
- Educators and institutions aiming to create interactive learning tools.
- Healthcare providers interested in automating administrative tasks.
- Marketing teams wanting to enhance customer engagement through chatbots.
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