AI-Powered Learning Workspace

Turn any resource
into mastery.

Upload PDFs, paste URLs, add notes — then chat with your entire knowledge base. AI generates flashcards, study plans, and quizzes automatically.

AI Chat across all resourcesSpaced repetition flashcardsPersonalized study plansKnowledge graph

Free to start · No credit card required · Works with any document

AWS Certification Workspace
Based on your uploaded AWS study guide, here are the 5 core IAM concepts you need for the exam, ranked by exam frequency…
Generate flashcards from the IAM section
Generating 12 flashcards
Ask anything across your 4 resources…
AWS-Study-Guide.pdfIndexed ✓

24 due today

Flashcard review

🔥14-day study streak
The Learning Flow

From raw resource
to job-ready expert

Eight connected stages — one intelligent platform that handles all of them.

InputStep 01

Upload anything you want to learn

Drop in PDFs, paste YouTube links, add GitHub repos, or write raw notes. NexSpace indexes and understands every word — across all your sources at once.

ML-Fundamentals.pdf4.2 MB
CS50 Lecture 7YouTube
pytorch/examplesGitHub
arxiv.org/abs/1706URL
PDFYouTubeURLGitHubTextMarkdownAudio
UnderstandStep 02

AI reads and understands everything

Your documents are chunked, embedded, and indexed into a semantic knowledge base. Ask any question — the AI searches across all your resources and answers with citations.

Based on your 4 sources, the attention mechanism works by computing query-key dot products…[1] ML-Fundamentals.pdf · [2] CS50 Lecture 7
ELI5Step-by-stepQuiz meAnalogies
Multi-doc RAGSemantic searchSource citationsCross-reference
LearnStep 03

Learn smarter with 7 AI modes

Switch between learning styles in one click. ELI5, analogies, step-by-step walkthroughs, code explanations, quizzes, summaries — the AI adapts to how you think best.

Default
ELI5
Step-by-step
Quiz me
Analogies
Summarise
7 AI modesReal-time streamingContext-awareFollow-up questions
GenerateStep 04

Auto-generate structured notes

One click turns any workspace into a structured notes document — key concepts, definitions, examples, and summaries. Your notes stay linked to the source material.

Attention Mechanism — Notes

📌 Core concept: Scaled dot-product attention

🔑 Key equation: softmax(QKᵀ/√dₖ)V

💡 Analogy: spotlight on relevant words

⚡ Use in: Transformers, BERT, GPT

Key conceptsSummariesDefinitionsSource linksExport
PracticeStep 05

Generate flashcards that actually stick

AI creates comprehensive flashcard decks from your documents. SM-2 spaced repetition schedules each card at exactly the right time — so you review less and remember more.

What is the query matrix Q used for?

24 cards due today🔥 7-day streak
AI generatedSM-2 repetitionDue datesMastery trackingStreaks
BuildStep 06

Build real projects from what you've learned

AI generates project specs tailored to your workspace content. Each project includes objectives, milestones, resources, and a step-by-step build plan — ready to start immediately.

Attention Visualiser

AI suggested · 3 hrs · Intermediate

pytorchmatplotlibtransformers
AI generatedMilestonesSkills coveredResources linked
TrackStep 07

Track mastery across your knowledge graph

A live visual graph shows how every concept connects. See exactly what you've mastered, what's weak, and what to study next — all derived from your actual activity.

38%

Mastered

45%

Learning

17%

Gaps

+12% mastery this week
Knowledge graphMastery scoreGap analysisRecommendations
CareerStep 08

Become job ready

NexSpace maps your knowledge graph to in-demand job skills. See your readiness score, identify gaps, and get targeted learning paths that align with real career goals.

ML Engineer Readiness

74%
3 skill gaps to close for senior role
Skill mappingJob alignmentReadiness scorePortfolio ready
Start your first workspace — free

No credit card · Works in minutes · Cancel anytime

15 Capabilities

Everything you need to learn deeply

One AI-native platform — from first resource to job-ready expert.

Core

Knowledge Workspaces

Bring together PDFs, URLs, YouTube, GitHub, and text. Chat with all of them at once via multi-document RAG — one workspace per topic.

AI

AI Chat — 7 Modes

Switch between Default, ELI5, Analogies, Step-by-step, Code walkthrough, Quiz me, or Summarise — all in one workspace chat.

AI

AI Mentor

A personal tutor that knows your entire knowledge base. Ask anything, get structured explanations, and receive personalised study guidance.

Visual

Knowledge Graph

Concepts extracted from your resources form a visual graph. See how ideas connect, discover gaps, and map your mastery visually.

Practice

Flashcards + SM-2

AI generates flashcard decks from your resources. Spaced repetition (SM-2) schedules reviews at exactly the right moment for maximum retention.

Practice

Quizzes & Assignments

AI generates adaptive quizzes from your workspace content. Multiple choice, short answer, code — graded automatically with detailed feedback.

Planning

Study Planner

Set an exam date. AI builds a phased study schedule with daily goals and weekly milestones — adapting in real-time as you progress.

Build

Project Generator

AI generates real project specs from your learning material. Each project has milestones, skills covered, resources, and build steps.

Organise

Smart Notes

Take notes linked to your sources. AI expands, summarises, and generates structured notes from any workspace document.

Insights

Learning Analytics

Track study time, mastery growth, session history, and weekly streaks. See exactly how your knowledge expands over time.

Career

Career Readiness

Map your knowledge graph to real job skill requirements. Get a readiness score, identify gaps, and generate a targeted path to your goal role.

Social

Community

Connect with learners studying the same topics. Share workspaces, discuss concepts, collaborate on projects, and learn together.

Navigation

Smart Search

Semantic search across all your workspaces, notes, flashcards, and chats. Find any concept you've ever encountered — instantly.

Input

Document Intelligence

Upload PDFs, Word docs, markdown, images, audio transcripts, and more. AI extracts meaning, not just text.

AI

AI Resource Generation

Generate study guides, mind maps, cheat sheets, and revision packs from your workspace — fully tailored to your level and goals.

Start your first workspace — free

All features included · No credit card required

10×

faster to find answers in your notes

SM-2

proven spaced repetition algorithm

7

AI learning modes in every workspace

documents per workspace, any format

Loved by learners worldwide

Students, engineers, researchers, and professionals rely on NexSpace daily.

I uploaded three medical textbooks and was quizzing myself in under ten minutes. The AI chat explains complex pathophysiology better than any tutor I've had.

PS

Priya Sharma

Medical Student · University of Edinburgh

The flashcard generation saved me 4 hours a week. The study planner kept me accountable through my ML certification. I passed first attempt thanks to this.

JK

James Kowalski

Software Engineer · Google DeepMind

Feels like having a tutor who has read everything I've read — and remembers all of it. The knowledge graph alone made my lit review ten times easier.

AD

Amara Diallo

PhD Researcher · MIT CSAIL

I use NexSpace to onboard new team members. We built a shared workspace for our entire stack. The AI mentor answers questions at 2am when I'm not available.

CM

Carlos Mendez

Data Science Lead · Spotify

Going from zero to employed in 6 months was only possible because NexSpace kept me on track. The career readiness score showed me exactly what to focus on.

YT

Yuki Tanaka

Bootcamp Graduate · Hack Reactor

I never expected an AI tool to help with law, but the ability to upload case documents and quiz myself on key holdings changed how I prepare for exams entirely.

FA

Fatima Al-Hassan

Law Student · LSE