Ravo Research

One window,
start to submission.

A local-first workspace featuring reference management, manuscript writing, paper review, and publishing.

Ravo Research
Writing activity · past yearless more
JulAugSepOctNovDecJanFebMarAprMayJunJul
MonWed5 JulFri
All4Drafting1Submitted1Under review1Accepted1Published0
ManuscriptDeadlineStatus
Attention routing for long-context modelsOverdue · 3dSubmitted
Reproducible computational pipelinesD-12Drafting
Microbiome signatures of metabolic healthD-30Under review
Fatigue in additively manufactured alloysD-102Accepted
Search your library — titles, authors, journals, abstracts…
5 in library Filter
TitleYearType
Attention routing for long-context models2024Conf.
Microbiome signatures of metabolic health2023Journal
Causal inference from observational data2021Journal
Fatigue in additively manufactured alloys2022Journal
Deep learning for protein structure2021Journal
machine learning
4 results for “machine learning”
Nature Machine IntelligenceJournal
Computer Science · Statistics
H-index 92
Tracked Set as target Journal page
NeurIPSConference
Machine Learning · Neuroscience
H-index 84
Track Set as target Conference page
Journal of Machine Learning ResearchJournal
Machine Learning · Statistics
H-index 148
Track Set as target Journal page
ICMLConference
Machine Learning
H-index 79
Track Set as target
All5Todo1Doing3Done1
SubmissionStatusDue
Robustness of federated recommenders under poisoningDoingOverdue · 1d
Privacy-preserving graph embeddings via local DPDoingDue today
Selective split learning for heavy-tail clientsDoingD-3
A survey of online node embeddingTodoD-13
Differential privacy in split learningDoneAug 15
main.tex
1\documentclass{article}
2\usepackage{graphicx}
3
4\section{Method}
5We route attention across
6long contexts \cite{vas24}.
7The router is trained
8end-to-end with the model.
9
10\begin{figure}[t]
11 \includegraphics{fig1}
12 \caption{Routing.}
13\end{figure}
− + Fit
Attention routing for long-context models
A. Vaswani, N. Shazeer · NeurIPS
Method
Figure 1
Figure 1 · Routing across contexts.

From search to submission, one flow.

Search

Search beyond keywords.

Find papers, explore concepts, and ask questions.

Library Ravo AI
efficient attention over long contexts
128 in libraryYear: Anytime
Attention routing for long-context modelsConf.
Microbiome signatures of metabolic healthJournal
Causal inference from observational dataJournal
Fatigue in additively manufactured alloysJournal
Deep learning for protein structureJournal
Collect

One library for every paper.

Store references and PDFs locally — searchable, organized, and ready when you need them.

Library Import
Search your library — titles, authors, and inside your PDFs…
5 in libraryYearAnytime
Title YearType
Attention routing for long-context models2024Conference
Microbiome signatures of metabolic health2023Journal
Causal inference from observational data2021Journal
Fatigue in additively manufactured alloys2022Journal
Deep learning for protein structure2021Journal
Write

Draft with a live preview.

Write in LaTeX, cite from your library, and compile beside your manuscript.

attention-routing
Compile
main.texmethod.tex
1\documentclass{article}
2\usepackage{graphicx}
3
4\section{Method}
5We route attention across
6long contexts \cite{vas24}.
7
8\begin{figure}[t]
9 \includegraphics{fig1}
10 \caption{Routing across contexts.}
11\end{figure}
LaTeX1,240 words18 citationsmain.tex · UTF-8
Venue

Explore publication venues.

Save and organize journals, conferences, and special issues in one place.

Venues
TrackedDiscover
machine learning
4 results for “machine learning”
Nature Machine IntelligenceJournal
Computer Science · Statistics
H-index 92
Tracked Set as target
NeurIPSConference
Machine Learning · Neuroscience
H-index 84
Track Set as target
Journal of Machine Learning ResearchJournal
Machine Learning · Statistics
H-index 148
Track Set as target
ICMLConference
Machine Learning
H-index 79
Track Set as target
Plan

Know what needs attention next.

Track multiple papers, projects, and deadlines from a single view.

Plan
DailyMonthly
Writing activity · past yearless more
JulAugSepOctNovDecJanFebMarAprMayJunJul
MonWed5 JulFri
All4Drafting1Submitted1Under review1Accepted1Published0
ManuscriptDeadlineStatus
Attention routing for long-context modelsOverdue · 3dSubmitted
Reproducible computational pipelinesD-12Drafting
Microbiome signatures of metabolic healthD-30Under review
Fatigue in additively manufactured alloysD-102Accepted

Why researchers choose Ravo

Private by default

Your unpublished work stays yours.

Drafts, notes, and data stay on your device — never uploaded unless you choose.

All-in-one workspace

Stop switching between tools.

Search papers, check citations, write manuscripts, and ask AI from the same workspace.

Works offline

Keep working, even offline.

Read papers, write drafts, and organize research without an internet connection.

Research, without the tool juggling.

RavoZoteroOverleafPaste into AI
Ask AI grounded in your library
Cite from library into the draft
Track deadlines & venue fit
Write the manuscript
Local-first & private
Real-time collaboration
CostFree + ProFreeFreemiumVaries

Questions

Is my research really stored locally?

Yes.

Your papers, notes, references, and drafts are stored on your own device by default.

Nothing is uploaded to our servers unless you explicitly choose to use an online AI service.

Can I use Ravo without AI?

Yes.

Ravo works as a complete local research workspace even without AI. Writing, library management, references, venues, and planning continue to work offline.

Can I use my own AI models?

Yes.

Ravo is BYOM (Bring Your Own Model) — connect the AI provider and models you trust instead of being locked to a single one.

Ravo never uses your research data for training.

Does it work offline?

Yes.

You can read papers, write manuscripts, organize references, and manage projects without an internet connection.

Only online AI features require network access.

Can I import my existing library?

Yes.

Import PDFs, BibTeX, RIS files, and references from your existing workflow.

You don’t have to start from scratch.

Does it support LaTeX?

Yes.

Write in LaTeX with live PDF preview, compile instantly, and cite directly from your library.

Which platforms are supported?

macOS and Windows.

Ravo runs as a native desktop app on both macOS and Windows.

From first search to final submission.

All versions & platforms