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Turning a pile of documents into a searchable useable knowledge base

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Re: Turning a pile of documents into a searchable useable knowledge base

#52
post #5

We need projects like this. Automatically classifying the files is smart. I'm working on a similar application called Hister ( https://github.com/asciimoo/hister ). I should borrow some of your ideas. =]

I just had a wild thought. Combine Hister with my RepoSearch app. Point it at a companies Internal github/gitlab and have a searchable knowledge base of your git repos.

Re: Turning a pile of documents into a searchable useable knowledge base

#53

Earlier quoted context omitted.

Let me look into this

I've been working on something related - extracting tons of data from various formats to allow searching them - and the solution I chose for xlxs and xls files was headless LibreOffice to convert them to CSV. There's also exceljs but I found it didn't work for many old xls files. I didn't find screenshotting of spreadsheets worked well, vision wasn't very accurate on them. I do use it for PDFs though. For docx it's p…

My take was on pictures embedded into those documents, I'm not sure screenshotting would help as the text/numeric data is already there. Just saying.

Re: Turning a pile of documents into a searchable useable knowledge base

#54
post #26

Earlier quoted context omitted.

Personal use? I need this at work, dragging useful info from tarpits like Teams and GitLab. Also need to search git repos including all branches and history (TIL/xkcd#153'd GitLab's web search can basically only do one branch at a time).

But how’d you access teams when it’s work teams and don’t have api access ?

Microsoft Graph API

Re: Turning a pile of documents into a searchable useable knowledge base

#55
post #5

We need projects like this. Automatically classifying the files is smart. I'm working on a similar application called Hister ( https://github.com/asciimoo/hister ). I should borrow some of your ideas. =]

I just had a wild thought. Combine Hister with my RepoSearch app. Point it at a companies Internal github/gitlab and have a searchable knowledge base of your git repos.

I like the idea. Could you share your RepoSearch app? Also, we have Discord & IRC channels, please join and start brainstorming.

Re: Turning a pile of documents into a searchable useable knowledge base

#56
Many such open source projects already (which is fantastic). I lose track of them.

Today it happened I needed a simple way to embed & query 1TB+ of documents, and I was looking at open source options. Can anyone tell me what their go-to solution is now? Could this be the one?

And what are the key differences vs. other open source RAG tools like kotaemon?

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