It would still be cool if we could create AI-based applications without having to write a single line of code, don’t you think?
Ah but wait, it’s actually possible! And how ? Well thanks to Flowisean open Source tool whose mission is to democratize access to large language models (LLM) like GPT-3 or LLaMA.
Thanks to an intuitive drag & drop interface, Flowise allows developers of all levels to quickly design and deploy advanced chatbots capable of responding to complex queries. That way, no more time wasted coding basic features, your job is just to innovate and have fun!
Among the flagship features of Flowise, we find:
- A library of more than 100 ready-to-use integrations (Langchain, LlamaIndex, etc.) to enrich your agents
- A visual editor to easily orchestrate and chain the different components of your apps
- The ability to create autonomous agentsable to perform complex tasks using different tools and data sources
- A caching and storage system to optimize performance and costs
- Flexible deployment options (API, SDK, widget) to integrate your creations into any application
To give you some ideas, Flowise can help you create a specialized chatbot for your online store, a personal assistant to manage your productivity or even an intelligent search tool for your knowledge base.
As I said, the platform is entirely open Source and can even operate in “air-gapped” mode (without connection to the internet) with models running locally, which is practical if you have more sensitive projects.
To get started with Flowise, nothing could be simpler:
- Install Node.js (version 18.15.0 or higher)
- Run the command
npm install -g flowiseto install it - Launch the application with
npx flowise start - Open your browser at http://localhost:3000 and off you go my kiki.
You can also use the Docker image if you prefer.
Then, to familiarize yourself with the tool, you can use one of the templates provided to make a conversational agent with memory, a chatbot capable of analyzing PDF and Excel documents or even a multi-task personal assistant. And for the more adventurous, Flowise also offers a full API and SDK to integrate your designs into any project.
If this appeals to you, head over to the official website.
