RAG · Multi-Agent · Qdrant

ChatGPT hallucinates citations.Nagibator retrieves real ones.

The first AI platform that generates and structures research papers from verified academic papers — not from imagination. Instead of relying on an LLM's memory, Nagibator uses a vector library of 150k+ peer-reviewed papers (RAG + Qdrant) — every citation in your paper genuinely exists.

DOI verification APA / IEEE / GOST 85–95% originality 12-min draft
The Hallucination Gap

One prompt away from academic suicide

You are preparing a research paper for defense. Your supervisor opens the bibliography — and none of the sources exist. ChatGPT invented the authors, invented the DOIs, invented the page numbers. Paper rejected. Defense postponed.

This isn't a bug — it's the architecture. Classic LLMs generate text that looks plausible, with zero link to real publications.

ChatGPTvanilla LLM
  • Petrov, A. (2019). Neural networks in education. JAI 12(4).
  • Ivanova, S. (2021). RAG architectures. SpringerLink.
  • Kowalski, M. (2018). Vector embeddings & pedagogy.
⚠ 0/3 sources verified · DOIs invalid · authors not on Scopus
NagibatorRAG + Agent H
  • Lewis, P. et al. (2020). Retrieval-Augmented Generation. NeurIPS.
  • Karpukhin, V. et al. (2020). Dense Passage Retrieval. EMNLP.
  • Gao, Y. et al. (2024). RAG for LLMs: A Survey. arXiv:2312.10997.
✓ 3/3 sources DOI-verified via Crossref & OpenAlex
🌙

All-nighters

Rewriting around low originality and filler text.

📚

Bibliographic chaos

Broken DOIs, ghost authors not on Scopus.

Supervisor rejection

Still rejected on the third round of revisions.

🧠

Logical gaps

Your conclusion doesn't answer your introduction.

How it works

We gave the AI a library — not just a memory

RAG (Retrieval-Augmented Generation)The AI first retrieves real papers from a Qdrant vector database, then writes grounded in them. No hallucinations. Only what's actually been published.

Input
Topic / Brief
Vector Search
Qdrant
Grounding
RAG Context
Verified Output
DOI ✓

The Agent Squad

F

Agent F

Section Writer

Enforces strict citation compliance. Guarantees that absolutely no paragraph is left without a source reference — explicitly repeating single sources where necessary rather than leaving any paragraph citation-less.

H

Agent H

Citation Verifier

Cross-checks every DOI, author, year and journal against live databases (Crossref, OpenAlex). If the source doesn't exist, it doesn't make it into your paper. Period.

G

Agent G

Self-Critique

Strips clichés, filler, bureaucratic prose and repetition. A weak paragraph is rewritten until it passes internal peer review.

J

Agent J

Logic Controller

Ensures the conclusion actually answers the introduction, sections connect, and arguments stay consistent end-to-end.

Social Proof

Numbers that don't hallucinate

0+
Real papers indexed
0+
Fake citations caught
0 min
Average generation time
0%
Average originality score
DOI ✓
Every citation verified
Successfully submitted my research paper on the first try. My supervisor randomly checked 3 sources — all real. This is a different league.
Andriy K., KNU
FAQ

Frequently Asked Questions

Everything you need to know about our AI research assistant for academic papers.

Yes. Every thesis is generated from scratch with original wording — we never copy-paste from source material. Our pipeline also runs a built-in originality scan before delivery, typically achieving 90%+ uniqueness on Turnitin, StrikePlagiarism, and similar tools.

We use a Retrieval-Augmented Generation (RAG) pipeline that searches academic databases (Semantic Scholar, OpenAlex) in real time. Every source is verified with a DOI or stable URL, and citations are inserted in your required format — APA, Harvard, DSTU, etc.

Our engine covers virtually any discipline — from computer science and economics to law, linguistics, and medicine. You provide the topic, key requirements, and preferred language; the system builds a tailored outline and fills every section with domain-relevant content.

A full research paper (40–60 pages with bibliography) is typically ready in 10–15 minutes. Shorter academic texts take even less. You can track progress in real time and download the result as a formatted DOCX.

Every paid plan includes revision credits. You can request structural changes, add sections, or refine argumentation — the AI re-generates only the affected parts while preserving the rest of the document, so your citations and formatting stay intact.

Pricing

Try it first. Pay when you're convinced.

Teaser Pass
Free

Perfect for proving to yourself this isn't another GPT wrapper.

  • Full outline (table of contents)
  • Complete Introduction
  • First 2 sections
  • 5 verified sources
Start Free
Full Research Paper
Recommended
Premium

Everything you need to defend. No more all-nighters.

  • 30+ pages of full body text
  • Complete bibliography (20–40 sources) with DOI verification
  • GOST / APA / IEEE formatting
  • Surgical anti-hallucination pass (Agent H)
  • Intro↔Conclusion logic audit (Agent J)
  • Submission-ready DOCX export
  • 5 free section revisions (Fair Use)
Generate Full Thesis