TimeCapsule-SLM

Solving Open Learning

Complete AI-Powered Platform for Research, Creativity, and Collaboration

Advanced research tools with DeepResearch, in-browser RAG, and collaborative TimeCapsule sharing for seamless knowledge discovery.

Platform Features

Everything You Need for AI Research

DeepResearch

AI-powered research with multi-agent collaboration

AI-Frames

Interactive learning with video and document integration

Knowledge Base

Local RAG system with semantic search

Multi-Agent AI

Unified AI ecosystem with local and cloud options

Platform Features

Complete AI Research Platform

Comprehensive tools for research, creativity, and collaboration powered by cutting-edge AI technology

Available
DeepResearch TimeCapsule
Generate Novel Ideas • Discover Hidden Insights

Advanced AI-powered research platform that uncovers novel insights, generates innovative ideas, and enables collaborative knowledge discovery.

  • Generate novel research ideas with AI analysis
  • Discover hidden patterns and insights
  • Enable collaborative knowledge discovery
  • Create comprehensive research TimeCapsules
Start Deep Research
Available
AI-Frames
Interactive AI-Guided Learning • Visual Learning Paths

Create structured learning experiences with AI-guided frames. Each frame contains videos, documents, and interactive elements with AI assistance.

  • Create interactive learning frames with videos and docs
  • AI-guided explanations and concept clarification
  • Sequential learning paths with context awareness
  • Integration with TimeCapsule knowledge base
Try AI-Frames

Core Capabilities

Privacy-first AI research with seamless collaboration

In-Browser RAG

Retrieval-Augmented Generation, privacy-first

Perform semantic search and context retrieval directly in your browser using a local vector store. No server required—your data stays private.

Upload and search your own documents
AI-powered research with your knowledge base
Works offline after initial model load
Local Vector Store

TimeCapsule Sharing

Export & Load Research Sessions

Export your entire research structure and output as a .timecapsule.json file. Load a TimeCapsule to instantly restore topics, research output, and session metadata.

Share research with your team
Reproducible research sessions
Easy knowledge transfer
.timecapsule.json
Education Solutions

Revolutionizing Education

Powerful tools for teachers and students in any environment

For Teachers

Dynamic lesson planning and content annotation tools

Knowledge base setup and organization
Content annotation & organization
Dynamic lesson planning with AI

For Students

Self-guided learning and offline collaboration

Smart AI-generated insights
Self-guided learning paths
Non-linear learning with AI-Frames

Low-Resource Ready

Optimized for minimal hardware and offline use

Minimal hardware requirements
Offline-first approach
Cost-effective solution

Ready to Transform Your Research?

Join researchers and creators worldwide who are using TimeCapsule-SLM to generate novel insights and build incredible AI-powered content.

Start Research NowTry AI-Frames
Challenge Participation

Google Gemma 3n Impact Challenge

Building the future of AI research tools with Google's latest open model. Join us in democratizing AI-powered research and learning.

Competition Ready

Built with cutting-edge AI technology for the Gemma 3n challenge

AI Innovation

Leveraging Google's latest Gemma 3n model for research

Community Impact

Open source platform accessible to researchers worldwide

Open Source

Built withfor the community

Join our mission to democratize AI research tools. Collaborate with researchers, developers, and innovators worldwide to build the future of knowledge discovery.

Open Source

Apache 2.0 Licensed

Community

Driven Project

Privacy

First Platform

Research

Focused Tools

Community

Join Our Community

Connect with researchers, developers, and AI enthusiasts. Get help, share ideas, and collaborate on cutting-edge projects.

Discord Community
Real-time discussions
Email Support
Direct assistance
GitHub Issues
Bug reports & features
Development

Start Contributing

Whether you're a beginner or expert, there are many ways to contribute to TimeCapsule-SLM and help build the future of AI research.

Apache 2.0 License
Open source and community driven
TypeScript & React
Modern tech stack
Beginner Friendly
Detailed documentation
Get Started

Ready to Get Involved?

Join hundreds of contributors building the next generation of AI research tools. Every contribution, big or small, makes a difference.

View Repository
Star Project
Join Discord
Email SupportFork Project

Free to get started • Community driven • Open source