What file types can I import into Flowing?

Flowing supports PDF imports for research and writing.

How does Flowing help with evidence recall?

It extracts and organizes snippets from your PDFs, making them searchable and verifiable.

Can I use Flowing to continue writing where I left off?

Yes, Flowing lets you continue writing from any point, using your imported content as context.

Does Flowing check the accuracy of my sources?

It provides verifiable snippets, allowing you to trace evidence back to the original PDF.

Is Flowing suitable for academic research?

Yes, it's designed for research tasks like importing PDFs, recalling evidence, and polishing writing.

How does Flowing polish my writing?

It suggests improvements based on your imported snippets and writing style, ensuring clarity and consistency.

Flowing - AI Thesis Writing tools - Free trial, pricing intro, performance review, official site access and online experience

What is Flowing?

Flowing is an academic writing tool that anchors every step of the writing process to your own research PDFs. It imports reference papers, builds a searchable library, and surfaces contextually relevant passages as you draft. The tool then uses those library snippets to power AI-assisted polishing and continuation—so every revision or new sentence is grounded in verifiable evidence rather than generic language model output.

Application scenarios

PhD manuscript drafting
Write a chemistry thesis with real-time LaTeX and PDF preview, while the tool matches domain terms to your reference library.
Literature review writing
Quickly recall every relevant passage from dozens or thousands of PDFs using precise and fuzzy search.
Evidence-backed revision
Polish a draft to improve argument clarity and claim accuracy, using library snippets as grounding—not just paraphrase.
Section continuation
Generate the next sentence of a paragraph that stays on topic, anchored to local library passages rather than producing a mini-survey of the field.
AI-assisted research chat
Select any passage from your draft or references as context for AI interaction, enabling faster, more focused conversations.
Cross-referencing during writing
Jump from a keyword card in the recall view directly back to the source PDF in one click.

Core Features

PDF library import
Upload your reference PDFs to create a searchable paper library; the tool treats these as your primary source of knowledge.
Precise and fuzzy search
Find any passage in your references in seconds, whether your library contains dozens or thousands of PDFs.
Three writing views in one pane
Rich text and LaTeX edit the same document and stay in sync in real time; PDF preview shows compiled output as you write.
Context-aware recall
Automatically detect high-quality keywords and domain terms in your draft, match them to library passages, and display results as cards with text and thumbnails.
Context-based AI chat
Select any passage from your draft or references as chat context for dramatically faster, more relevant AI interactions.
Library-grounded polish
Improve discourse function, claim calibration, and accuracy using your draft, neighboring text, library snippets, and an accuracy review—aiming for an argument that is easier to follow, not merely more elegant wording.
Anchored continuation
Generate new discourse anchored to local library passages, producing representative evidence and tight synthesis that matches your section without scope drift.

Target users

Academic researchers, PhD candidates, and graduate students who write papers, theses, or dissertations and need to keep every claim directly tied to their reference library. The tool is built for anyone who values verifiable evidence over generic AI output—particularly in fields like chemistry where precise claim calibration matters.

How to use Flowing?

Start by importing your reference PDFs into the tool to build a searchable library. As you write in the rich text or LaTeX editor, the recall view automatically surfaces relevant passages from your library. To polish or continue writing, select the relevant draft text and library snippets; the AI will generate revisions or next sentences anchored to those sources. For AI chat, select any passage from your draft or references as context before asking questions.

Effect review

Flowing’s core strength is its insistence on grounding every AI action in your own research library—a clear differentiator from generic writing assistants that paraphrase without evidence. The benchmark on a real chemistry PhD manuscript suggests the tool outperforms leading AI platforms in continuation and polishing quality for academic contexts. For researchers who already maintain a PDF library, the recall and context-aware features eliminate the friction of switching between reading and writing environments. The tool’s focus on discourse function and claim calibration, rather than mere elegance, makes it a practical choice for serious academic writing where accuracy matters more than style.

Flowing