This paper introduces Pointer Assistant, an LLM-powered chatbot designed as a visual pointer alongside the user's mouse cursor to proactively assist with on-screen tasks. A study with 220 participants performing a financial budget planning task showed that the pointer-based, proactive design reduced task load, improved satisfaction, and increased the number of ideas generated compared to a traditional chat log interface. While participants found the assistant fun and helpful, feedback suggests improvements to its assertiveness could further enhance the user experience of human-AI collaboration.
This article details how to implement Generative User Interfaces (Generative UI) using LangGraph, specifically focusing on integrating React components with LangGraph graphs to create dynamic and interactive applications.
GitHub Models now allows developers to retrieve structured JSON responses from models directly in the UI, improving integration with applications and workflows. Supported models include OpenAI (except for o1-mini and o1-preview) and Mistral models.
An article providing a detailed guide on how to set up and build basic workflows in ComfyUI, a node-based Gradio GUI for generative models, including installation, core nodes understanding, and tips for image generation.
LlamaCards is a web application that provides a dynamic interface for interacting with Large Language Models (LLMs) in real-time.
Ragna is an open source RAG orchestration framework.
With an intuitive API for quick experimentation and built-in tools for creating production-ready application, you can quickly leverage Large Language Models (LLMs) for your work.
With an intuitive API for quick experimentation and built-in tools for creating production-ready application, you can quickly leverage Large Language Models (LLMs) for your work.
pip install 'ragna builtin » ' # Install ragna with all extensions
ragna config # Initialize configuration
ragna ui # Launch the web app
ragna config # Initialize configuration
ragna ui # Launch the web app
