Never lose your flow to find a source again.
Æscend Source Manager keeps your writing in motion by surfacing the right passages for the point you are making as you write.
Retrieval-augmented generation (RAG) is a technique used in large language models (LLMs) to enhance output by grounding the model on specific datasets. By providing relevant documents alongside the prompt, LLMs can generate more accurate and verifiable text.
This approach is particularly useful in academic and legal writing, where citations are crucial. By integrating RAG with a source manager, writers can maintain their flow without switching contexts
"Flow is essential for cognitive productivity during long-form..."
"Retrieval-augmented generation models combine parametric and non-parametric memory for dense knowledge retrieval tasks."
Institutional Partners & Support
Write with sources at your side.
Sourceress brings source-backed suggestions into the writing process, helping you find the right passage at the right moment without replacing your judgment or changing how you write.
Watch Demo: The Flow State Engine
Stay in Your Thinking
Citation work should not interrupt the argument you are building. Sourceress keeps source support close to the sentence, so you can stay focused on the idea instead of breaking your flow.
Argue With Confidence
Strong writing depends on knowing where a claim comes from. Sourceress helps turn scattered source material into evidence you can inspect, compare, and decide on yourself.
No Workflow Reset
You should not have to rebuild your writing process around a new tool. Sourceress is designed to support the way source-heavy work already happens.
Writing Support
01
Write first. Find support when you need it.
Sourceress works alongside your writing instead of taking it over. You stay in control of the text, while relevant citation suggestions appear when you want support for a claim.
Your Sources
02
Search your own source library while you write.
Sourceress searches across the sources you choose to provide, from papers and reports to notes and reference libraries, then surfaces the passages most relevant to the sentence you are working on.
Source Discovery
03
Expand beyond your library when needed.
When your own sources are not enough, Sourceress can help discover additional external source candidates. You decide when to search, what to review, and which sources are worth citing.
Existing Workflows
04
Built for the tools you already write in.
Sourceress is designed to fit into existing writing environments instead of forcing you into a new editor. You can keep your current workflow, import existing source collections, and use citation support only where it helps.