Autoflow, a Graph RAG based and conversational knowledge base tool
119 points by jinqueeny 9 hours ago | 13 comments
  • visarga 6 hours ago |
    I'd love to see a GraphRAG browser that collects the pages I visit automatically.
    • _flux 4 hours ago |
      Many years ago there used to be a Firefox extension (..or might have even been a Mozilla one..) that would store all the pages I visit. I recall its name was Breadcrumbs but I could be misremembering. Space is cheap, or at least affordable if one would exclude videos, which are probably technically more difficult to archive anyway, but sometimes one remembers having seen content that is never to be found again.

      I think it would be useful to have just a personal basic search engine on that kind of contents, but possibly a RAG or even a fine tuned LLM would be even cooler.

      Actually, e.g. Firefox could do that at least for its bookmarks and tabs, though it already does provide the function for tagging bookmarks. And I think there's probably an extension for searching tabs' contents..

      • fire_lake 4 hours ago |
        Given how personal browsing history can be this is a great use case for local LLMs. I would love for Mozilla to deliver on this.
      • TiredOfLife 3 hours ago |
        The original version of read it later (now Mozilla owned Pocket) had that option. but then removed that option because it went against their commercial interests.
        • monkeydust an hour ago |
          Pocket is good. I use it across all my devices, simple and works for me but do wonder if they could or should do more with the data they collect from me which is all the things I really care about.
      • gazreese 19 minutes ago |
        I need this so much, someone please build it ASAP. This would be so useful!
    • TiredOfLife 3 hours ago |
      According to HN and Reddit that would be spyware and and you are wrong for wanting that.
      • stogot 2 hours ago |
        Only if it’s turned on by default and uploaded to the cloud. Privacy and user choice are what these readers want
  • asabla 5 hours ago |
    Oh, this looks pretty well made. Since it's using nextjs and shadcn/ui, I wonder if they also used v0 to generate components.

    Has anyone any experience with TiDB? Haven't heard about it before this post

  • kristjansson 4 hours ago |
    FYI the 'StackVM' link that pops up appears to show all inbound messages.

    https://stackvm-ui.vercel.app/tasks/3710e8d2-fb66-4274-9f78-...

    • sykp241095 4 hours ago |
      Hi, this link is currently for demo purposes. With the help of StackVM, we can DEBUG a RAG retrieval flow step by step and reevaluate the retrieval plan.
  • thawab 3 hours ago |
    Thanks a lot, this is the first time i saw a RAG using DSPy. I wanted to know about the expected cost. A few days ago fast graphrag compared their implementation with Microsoft:

    > Using The Wizard of Oz, fast-graphrag costs $0.08 vs. graphrag $0.48 — a 6x costs saving that further improves with data size and number of insertions.

  • silversmith 3 minutes ago |
    Is this wholly self-hostable? I'd be curious to run something like this on a home server, have some small model via ollama slowly chew through my documents / conversations / receipts / .... and provide a chat-like search engine over the whole mess.