DocChat-Docling is an AI document chatbot framework that transforms static documents into an interactive knowledge base. By ingesting PDFs, text files, and other formats, it indexes content with vector embeddings and enables natural language Q&A. Users can ask follow-up questions, and the agent retains context for accurate dialogue. Built on Python and leading LLM APIs, it offers scalable document processing, customizable pipelines, and easy integration, empowering teams to self-serve information without manual searches or complex queries.

Kwizie is a cutting-edge AI learning assistant tailored to improve educational outcomes. It provides students and educators with real-time support, personalized study plans, and instant answers to questions. Designed to adapt to different learning styles, Kwizie assists in crafting engaging content while promoting effective learning habits. The platform aims to enhance both self-driven learners and structured educational environments, making knowledge more accessible and enjoyable.

Built on LangGraph, this toolkit orchestrates AI agents within LiveKit rooms, capturing audio streams, transcribing speech via Whisper, and generating contextual replies using popular LLMs like OpenAI or local models. Developers can define event-driven triggers and dynamic workflows using LangGraph’s declarative orchestration, enabling use cases such as Q&A handling, live polling, real-time translation, action item extraction, or sentiment monitoring. The modular architecture supports seamless integration, extensibility for custom behaviors, and effortless deployment in Node.js or browser-based environments with full API access.

SnowChat combines vector embeddings and conversational AI to let you query documents in real time. Upload PDFs, text, or markdown files; it converts content into searchable embeddings, maintains context in chat, and generates precise answers or summaries using OpenAI’s GPT models. SnowChat also allows you to adjust model settings, view source snippets for transparency, and export conversation logs for later review.

Slides Orator is an innovative tool that simplifies and enhances the presentation process. Using AI, it generates real-time voice-overs through digital avatars and allows for interactive features such as live Q&A sessions based on the content of your slides. This platform offers functionalities like video generation, link sharing for easy access, and real-time playback so you can see changes instantly. It's designed to save time and elevate the quality of presentations, making it useful for a variety of professional and educational applications.