User Guide

Everything you need to get the most out of the platform

All features are AI-powered — summaries, career insights, chatbot, and beginner topics are generated by Gemini 2.0 Flash.

Live Feed

arXiv & HuggingFace papers, scored and ranked for your persona daily

AI Chatbot

Web-search–grounded answers about any AI topic, streamed in real time

3 Personas

Student, Professional, or Researcher — each gets a tailored experience

Learn

Source-grounded topic cards for all three personas, fact-checked before publishing

Simple ↔ Technical

One toggle switches every Learn card between plain English and the full maths

Career Profile

Paste your LinkedIn text to pre-fill your profile, then build a study plan

Getting started in 3 steps

1
Pick your persona

Choose Student, Professional, or Researcher from the header tabs. This controls how articles are summarised, ranked, and which feed you see.

2
Browse your feed

Your persona-ranked feed appears on the Dashboard. Use Category tabs, the Filter bar, or the Search bar in the header to narrow down topics.

3
Read it your way

Open any Learn card and use the Simple ↔ Technical toggle. Simple gives you an analogy and plain English; Technical gives you the formulas, benchmarks and code — same card, same source.

4
Fetch, ask, save & plan

Sign in to fetch live cards on topics you choose, ask the AI about any specific card with "Ask AI", chat with the main assistant (bottom-right bubble), bookmark cards for later, or build a career study plan.

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Quick topics

Learn

— Beginner topic cards and study plans

Feed & Discovery

— Browse, filter, and interact with the article feed

Chat

— Web-grounded AI chatbot and rate limits

Personas

— Student, Professional, Researcher — personalised feeds

Career

— Market demand, career insights, and profile wizard

Settings

— Persona, coach style, and research focus

Ingestion

— Pipeline, schedule, enrichment queue (admin)

AI-Generated Content — Important Caveats

  • • Summaries, career insights, tags, and Learn topics are generated by AI and may contain inaccuracies.
  • • Always verify critical information against the original source before acting on it.
  • • The chatbot uses live web search but can still hallucinate. Cross-check any facts it provides.
  • • Impact scores are heuristic estimates — not peer-review quality or citation counts.
  • • Market demand ratings reflect AI inference from job-market signals, not official hiring data.

Still need help?

Reach out for support, feedback, or partnership enquiries.

srivastavaabhishek1234@gmail.com