Upload documents and videos. Ask questions. Get accurate, cited answers from AI that reasons across sources and adapts to how you learn.
Not a single LLM call with retrieved context. A specialized pipeline where each agent handles one job well — from understanding intent to synthesizing cited answers.
Classifies query type, extracts entities, determines if multi-hop reasoning is needed
Hybrid search: vector similarity + keyword matching + RRF reranking
Multi-hop reasoning for complex queries that span multiple documents
Generates answers with inline citations and confidence scoring
Each learner gets a personalized experience. The AI detects learning styles, adapts explanations, and fills knowledge gaps in real-time.
Diagrams, charts, and spatial representations for visual learners
Detailed explanations and written content for verbal learners
Interactive exercises and hands-on examples for tactile learners
Step-by-step reasoning and structured frameworks for analytical minds
Full LMS platform for those who need it. LTI 1.3 connector for those who don't.
Full-featured LMS with courses, video streaming, quizzes, certificates, and built-in AI knowledge engine.
Keep your existing LMS. Add AI-powered Q&A with source citations via LTI 1.3 integration.
We deployed WhyMe as an LTI tool in Canvas. Our instructors can now sync their course materials and students get AI-powered Q&A with citations to the exact source.
The multi-hop reasoning is impressive. Ask a question that spans multiple documents and it actually connects the dots, with citations to each source.
LTI 1.3 certified integrations
| Capability | Generic AI Chat | WhyMe |
|---|---|---|
| RAG Architecture | Single LLM call | 4-agent pipeline with specialized roles |
| Search Strategy | Vector only | Hybrid search + RRF reranking |
| Complex Queries | Single retrieval | Multi-hop reasoning across documents |
| Personalization | None | Adaptive learning with style detection |
| Citations | Inconsistent | 100% cited with confidence scoring |
| Content Support | Text files | PDF, DOCX, PPTX, video, audio |
| Deployment | Single region | Cloudflare edge (200+ PoPs) |
Start with a 14-day free trial. Deploy as a full LMS or connect to your existing platform.
Free 14-day trial · No credit card required · LTI 1.3 certified