Turn Your Langflow Prototype into a Streamlit Chatbot Application
Learn how to turn your Langflow flow into a fully-functional Streamlit-based conversational chatbot application
Introduction
According to its creator, LogSpace, a software company that provides customized Machine Learning services, Langflow is a web-based UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows. LangChain, created by Harrison Chase, is a wildly popular framework for developing applications powered by large language models (LLMs).
Langflow allows users to quickly develop simple to complex LangChain prototypes without any required coding, truly democratizing LLMs access. According to the README, “Creating flows with Langflow is easy. Simply drag sidebar components onto the canvas and connect them to create your pipeline. Langflow provides a range of LangChain components, including LLMs, prompt serializers, agents, and chains.”
Flowise
Flowise, created by FlowiseAI, is an alternative to Langflow. Each offers nearly identical features. Flowise, according to the website, is an open-source UI visual tool to build your customized LLM flow using LangchainJS, written in Node…