Try this on day one: review a research report
“Read this report and answer my questions about the findings, using details from the document.”
- Extracted report details
- Answers grounded in the document
Integrations · Docs and knowledge
An AI team that works in PDF Vector for you.
Your bots use PDF Vector to read documents, answer document questions, and find related papers and citations. New bots start on Ask, so they check with you before they act in PDF Vector, except on Hermes and other ACP engines.
Free app. PDF Vector connects through Flux Router credits or your own connected-apps key. You sign in to PDF Vector yourself.
Read this report and answer my questions about the findings, using details from the document.
You signed in to PDF Vector once. Your Chief put a bot on it.
- Read documents and extract details
- Answer questions about supplied documents
- Find research papers and their citations
What your bots can do in PDF Vector.
- Read documents and extract details
- Answer questions about supplied documents
- Find research papers and their citations
“Asks first” means the bot checks with you before it does that, on Ask, the mode every new bot starts in. You can give a bot more freedom later. On Full access, a bot stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools, so these actions don’t ask first there.
No ready-made team yet? Ask for one.
Tell your Chief of Staff what you want done in PDF Vector, in plain words. It builds a team for the job, starting from the closest one in the library, and shows you who is on it before anyone starts.
How to connect it.
- 1
Download Murage
Free for Mac, Windows and Ubuntu. Pick the AI you already use; if it needs installing, Murage opens a one-line command for you.
- 2
Connect PDF Vector
Open connected apps and sign in to PDF Vector once. It runs through Flux Router credits, or your own connected-apps key.
- 3
Give a brief
Tell your Chief of Staff what to do with PDF Vector. New bots start on Ask, so they check with you before they act, except on Hermes and other ACP engines.
What a Murage team adds in PDF Vector.
What a team adds here
Your team reads across pages and tables, then writes the one page that pulls them together.
Works across your apps
One brief can pull from PDF Vector, your calendar, your CRM and the web, then hand you one answer.
Keeps notes on your business
Your bots keep notes on your customers, your tone and how you like things done, stored on your computer where you can open and edit them.
Runs on the AI you already pay for
Claude Code, Codex, Hermes, a model key or a local model. The Murage app is free; your AI provider bills you as usual.
Questions about Murage and PDF Vector.
Can Murage connect to PDF Vector?
Yes. Sign in to PDF Vector once inside Murage, through Flux Router credits or your own connected-apps key, and your bots can read documents and extract details.
Will it change or send anything in PDF Vector without asking?
Not while it’s on Ask, where every new bot starts: it checks with you before it acts in PDF Vector. On Auto or Full access, replies in an existing conversation and routine edits go ahead, but a bot still stops before messaging anyone new, posting publicly, paying, or deleting outside its folder, unless you have allowed it for that task. Only No limits turns that off. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, and Hermes doesn’t ask before connected-app tools.
What does it cost?
The Murage app is free. PDF Vector connects through Flux Router credits, or your own connected-apps key if you have one. Your AI provider bills you as usual.
More docs and knowledge apps.
PDF Vector and the other product names and logos on this page are trademarks of their respective owners. Murage is not affiliated with or endorsed by them; the names and logos are used only to identify the apps and engines Murage works with.
Give your first job to Murage.
Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.
No account needed · Runs on the AI plan you already pay for