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GitLab Transcend - Intelligent orchestration
Manuscript construction
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Random🙏 6 karmaFeb 10, 2026@QuillzPretty good tool for writing assignments or essays even, easy to use, gives a structured way to use AI and the outputs are better than expected, looks human. -

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OpenIf you care about control over your data, this tool is for you! Looking forward to your questions and feedback. Thank you ❤️
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GitLab Transcend - Intelligent orchestration
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I’ve been using it for a month now and I have decided to keep it for a year. There definitely are some kinks they can still work out like file management, but it’s very good at it’s core function: it generally does a good job answering questions and most times identifies PDFs automatically and correctly. The browser plugin works great, and it’s very nice that Papers allows you to add your university’s library API so you can automatically download PDFs that are accessible through your institution (sometimes it refuses to download some papers, so you just have to downlow it yourself and manually add it). The iPad and Android apps are serviceable. Every once in a while it will mess up the PDF identification, especially with papers from either very old sources or online-only journals. Things they must work on: * A much better system to annotate PDFs (the post-it type notes are cumbersome). * Introduce a notepad attached to each PDF or some way to easily link and save the AI’s output to the PDF. Currently, you have to add a little post it note and then paste the text there. * Keep the AI answers available after closing the documents. If you close the document by mistake or have several open and wish to close some, the ai conversation will be reset. * I REALLY wish that you could get citations and links to where the info was from extracted from PDFs. Currently, I have found Coral.ai does a much better job of showing you where the info came from and it even highlights it for you. Give it a try, their 30-day no credit card needed trial allowed me to truly test it, and now I’m a yearly subscriber looking forward for new additions and releases.
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Very poor service, I paid and the next day, I cannot even login. This is very disappointing
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Transform ideas into compelling copy instantly.Open
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i am terribly sorry - as much as i try to be encouraging towards new apps - this one is NOT something i recommend the free version is very limited and they do not have a monthly subscription plan - they want all the money for a whole year - tools that bind you to them for a whole year in advance are no no for me.
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