July 8th, 2024

Open Source Intelligent Tutoring System with BKT (ReactJS and Firebase)

The GitHub repository for OATutor features an Open-source Adaptive Tutoring System using Bayesian Knowledge Tracing in React JS. It requires middleware for LMS integration and complies with Section 508 accessibility standards.

Read original articleLink Icon
Open Source Intelligent Tutoring System with BKT (ReactJS and Firebase)

The GitHub repository for OATutor showcases an Open-source Adaptive Tutoring System utilizing Intelligent Tutoring System principles. It employs Bayesian Knowledge Tracing for skill mastery estimation and is built in React JS with optional Firebase logging. OATutor can be deployed to git-pages independently, but LMS integration necessitates a middleware backend for Learning Tools Interoperability (LTI) compliance. The system is designed to meet Section 508 accessibility standards. The repository contains comprehensive documentation on installation, dependencies, local server setup, deployment, Firebase configuration, features, technologies, project structure, content sources, research insights, and more. For additional information or support regarding this repository, users are encouraged to inquire within.

Related

The Abstraction and Reasoning Corpus

The Abstraction and Reasoning Corpus

The GitHub repository for ARC-AGI provides task data and a testing interface for solving tasks involving input/output pairs within 3 trials. Users can access the tasks and detailed instructions on the repository.

Show HN: R2R V2 – A open source RAG engine with prod features

Show HN: R2R V2 – A open source RAG engine with prod features

The R2R GitHub repository offers an open-source RAG answer engine for scalable systems, featuring multimodal support, hybrid search, and a RESTful API. It includes installation guides, a dashboard, and community support. Developers benefit from configurable functionalities and resources for integration. Full documentation is available on the repository for exploration and contribution.

Open-Source Perplexity – Omniplex

Open-Source Perplexity – Omniplex

The Omniplex open-source project on GitHub focuses on core functionality, Plugins Development, and Multi-LLM Support. It utilizes TypeScript, React, Redux, Next.js, Firebase, and integrates with services like OpenAI and Firebase. Community contributions are welcomed.

Show HN: Open-sourced Webflow for your own app

Show HN: Open-sourced Webflow for your own app

The "Onlook" project on GitHub is a browser-powered visual editor for React + TailwindCSS apps. It includes installation, usage, roadmap, contributing guidelines, contact info, acknowledgments, and licensing. Inquire for more details.

Show HN: txtai: open-source, production-focused vector search and RAG

Show HN: txtai: open-source, production-focused vector search and RAG

The txtai tool is a versatile embeddings database for semantic search, LLM orchestration, and language model workflows. It supports vector search with SQL, RAG, topic modeling, and more. Users can create embeddings for various data types and utilize language models for diverse tasks. Txtai is open-source and supports multiple programming languages.

Link Icon 0 comments