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  3. AnythingLLM - AI business intelligence tool

AnythingLLM - AI business intelligence tool

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27 Posts 11 Posters 6.3k Views 17 Watching
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  • L LoudLemur

    AnythingLLM has had enormous improvements since it was first requested by @TheMoodBoardz
    In particular, support for agents and RAG has been advanced to try and keep up with the huge demand in this area.

    Installing AnythingLLM on GNU+Linux now automatically installs Ollama, too.

    Here is a summary of the main advances. If you want to make RAG and ai agents easier, AnythingLLM would be a great application to support.

    Comparison between v1.0Based.0 and v1.9.0 of AnythingLLM, here are the most significant changes categorized into key areas:

    Agent System Overhaul

    • Complete redesign of the agent experience with real-time streaming tool calls
    • Agents can now download and ingest web files (PDF, Excel, CSV) during conversations
    • All providers and models support agentic streaming capabilities

    Local LLM Integration

    • Added Microsoft Foundry Local integration for Windows/MacOS (free local LLM solution)
    • Linux now includes Ollama (0.11.4) built-in for immediate local LLM support
    • ARM64 support for both Linux and Windows platforms

    Platform & Infrastructure

    • Expanded Linux support with automatic apparmor rules and .desktop file creation
    • NVIDIA NIM being phased out in favor of newer solutions
    • Upgraded core Electron version for improved stability

    UI/UX Improvements

    • Model swap capability during chats (Ctrl/Cmd+Shift+L)
    • Workspace and thread searching in sidebar
    • System prompt version tracking and restoration
    • Enhanced mobile support with Android beta app

    Developer Features

    • MCP (Model Context Protocol) compatibility
    • No-code AI agent builder
    • Enhanced API endpoints and developer tools
    • Multi-modal support for both open and closed-source LLMs

    Internationalization

    • Added Portuguese and Estonian translations
    • Improved multi-language OCR support
    • Expanded localization coverage

    The update represents a massive leap from the initial version, transforming from a basic document chat system to a comprehensive AI agent platform with robust local operation capabilities and extensive customization options.

    micmcM Offline
    micmcM Offline
    micmc
    wrote on last edited by
    #12

    @LoudLemur Yeah AnythingLLM is amazing, I believe much cleaner and intuitive than Open WebUI.

    One can install it online as well via Coolify or EasyPanel and it's quite impressive out of the box too.

    Thanks for sharing this summary.

    AI Intelligencia RED PILL Podcast
    (coming soon...)

    1 Reply Last reply
    3
    • L LoudLemur

      Bumpety Bump Bump Bump!

      humptydumptyH Offline
      humptydumptyH Offline
      humptydumpty
      wrote on last edited by
      #13

      @LoudLemur said in AnythingLLM - AI business intelligence tool:

      Bumpety Bump Bump Bump!

      TheOfficeFistBumpGIF.gif

      timconsidineT 1 Reply Last reply
      0
      • humptydumptyH humptydumpty

        @LoudLemur said in AnythingLLM - AI business intelligence tool:

        Bumpety Bump Bump Bump!

        TheOfficeFistBumpGIF.gif

        timconsidineT Online
        timconsidineT Online
        timconsidine
        App Dev
        wrote on last edited by
        #14

        @humptydumpty / @loudlemur started working on AnythingLLM package, but (a) got diverted (b) wondered if needed because the native app is so good
        So it's parked for now.

        Indie app dev, scratching my itches, lover of Cloudron PaaS

        timconsidineT 1 Reply Last reply
        2
        • timconsidineT timconsidine

          @humptydumpty / @loudlemur started working on AnythingLLM package, but (a) got diverted (b) wondered if needed because the native app is so good
          So it's parked for now.

          timconsidineT Online
          timconsidineT Online
          timconsidine
          App Dev
          wrote on last edited by
          #15

          errr, I missed the point slightly

          Summary

          If you are the only user and just want to chat with your local documents, stick with the Desktop App .
          If you want to share knowledge with a team, provide a chat interface for others, or access your LLM tools from your phone/browser, Self-Hosting on Cloudron is the way to go.

          So I am picking up packaging AnythingLLM again.

          Indie app dev, scratching my itches, lover of Cloudron PaaS

          1 Reply Last reply
          3
          • timconsidineT Online
            timconsidineT Online
            timconsidine
            App Dev
            wrote on last edited by
            #16

            🍾
            AnythingLLM is packaged !
            A little bit of testing and clean-up needed,

            Does anyone want it ?
            Just depends whether I make repo public or private.

            Cloudron team don't seem to want custom apps anymore <tease>

            Indie app dev, scratching my itches, lover of Cloudron PaaS

            KubernetesK humptydumptyH 2 Replies Last reply
            2
            • timconsidineT timconsidine

              🍾
              AnythingLLM is packaged !
              A little bit of testing and clean-up needed,

              Does anyone want it ?
              Just depends whether I make repo public or private.

              Cloudron team don't seem to want custom apps anymore <tease>

              KubernetesK Offline
              KubernetesK Offline
              Kubernetes
              App Dev
              wrote on last edited by
              #17

              @timconsidine looks like you are 100% in a flow of productivity 🙂

              timconsidineT 1 Reply Last reply
              1
              • timconsidineT timconsidine

                🍾
                AnythingLLM is packaged !
                A little bit of testing and clean-up needed,

                Does anyone want it ?
                Just depends whether I make repo public or private.

                Cloudron team don't seem to want custom apps anymore <tease>

                humptydumptyH Offline
                humptydumptyH Offline
                humptydumpty
                wrote on last edited by
                #18

                @timconsidine said in AnythingLLM - AI business intelligence tool:

                Does anyone want it ?

                I was interested until chatgpt told me it requires a gpu to work reasonably fast or else it falls back to the cpu. Unless it's mistaken and it would work okay for text prompt on older servers/cpus (6th gen intel)?

                timconsidineT 1 Reply Last reply
                0
                • KubernetesK Kubernetes

                  @timconsidine looks like you are 100% in a flow of productivity 🙂

                  timconsidineT Online
                  timconsidineT Online
                  timconsidine
                  App Dev
                  wrote on last edited by
                  #19

                  @Kubernetes ha ! I wish. My good friend TRAE helps me a lot, now with help of context7 and Sequential Thinking MCPs.

                  Amazing how stupid they can be at times, though ! 🤣

                  Indie app dev, scratching my itches, lover of Cloudron PaaS

                  1 Reply Last reply
                  2
                  • humptydumptyH humptydumpty

                    @timconsidine said in AnythingLLM - AI business intelligence tool:

                    Does anyone want it ?

                    I was interested until chatgpt told me it requires a gpu to work reasonably fast or else it falls back to the cpu. Unless it's mistaken and it would work okay for text prompt on older servers/cpus (6th gen intel)?

                    timconsidineT Online
                    timconsidineT Online
                    timconsidine
                    App Dev
                    wrote on last edited by
                    #20

                    @humptydumpty could be a good point

                    But I am NOT running on a GPU.
                    I just have a good Hetzner server (128Gb, good CPU).

                    I guess it's a limbo dance trial and error - how low can you go ?

                    I have a 'spare' testing Cloudron instance - very modest specs - just a mini PC - will give it a go over the weekend if I have a chance.

                    Indie app dev, scratching my itches, lover of Cloudron PaaS

                    humptydumptyH 1 Reply Last reply
                    0
                    • timconsidineT timconsidine

                      @humptydumpty could be a good point

                      But I am NOT running on a GPU.
                      I just have a good Hetzner server (128Gb, good CPU).

                      I guess it's a limbo dance trial and error - how low can you go ?

                      I have a 'spare' testing Cloudron instance - very modest specs - just a mini PC - will give it a go over the weekend if I have a chance.

                      humptydumptyH Offline
                      humptydumptyH Offline
                      humptydumpty
                      wrote on last edited by
                      #21

                      @timconsidine My home-servers are 6th or 7th gen Intel (i5-6500t or i5-7500t) both with 32GB RAM. I'll give it a try if you make it public on CCAI. What's the worst that could happen 😂?

                      timconsidineT 1 Reply Last reply
                      1
                      • humptydumptyH humptydumpty

                        @timconsidine My home-servers are 6th or 7th gen Intel (i5-6500t or i5-7500t) both with 32GB RAM. I'll give it a try if you make it public on CCAI. What's the worst that could happen 😂?

                        timconsidineT Online
                        timconsidineT Online
                        timconsidine
                        App Dev
                        wrote on last edited by
                        #22

                        @humptydumpty 👍
                        I will tidy it up (remove some debug code) and let you know when on CCAI.

                        Indie app dev, scratching my itches, lover of Cloudron PaaS

                        1 Reply Last reply
                        1
                        • robiR Offline
                          robiR Offline
                          robi
                          wrote on last edited by robi
                          #23

                          The performance depends on the model you load and run.

                          One guy found out he could run a small model (gemma 3) on his CPUs as multiple agents which fronts other API based models and agents who do heavier lifting.

                          Conscious tech

                          1 Reply Last reply
                          3
                          • J Online
                            J Online
                            joseph
                            Staff
                            wrote on last edited by
                            #24

                            @timconsidine you are on a roll!

                            timconsidineT 1 Reply Last reply
                            2
                            • J joseph

                              @timconsidine you are on a roll!

                              timconsidineT Online
                              timconsidineT Online
                              timconsidine
                              App Dev
                              wrote on last edited by
                              #25

                              @joseph trying to get stuff done which I need to be productive on a big (non-Cloudron) project (RAG in this case)

                              and that AppWishList list frustrates me 🤣

                              Indie app dev, scratching my itches, lover of Cloudron PaaS

                              micmcM 1 Reply Last reply
                              2
                              • timconsidineT timconsidine

                                @joseph trying to get stuff done which I need to be productive on a big (non-Cloudron) project (RAG in this case)

                                and that AppWishList list frustrates me 🤣

                                micmcM Offline
                                micmcM Offline
                                micmc
                                wrote on last edited by micmc
                                #26

                                @timconsidine said in AnythingLLM - AI business intelligence tool:

                                @ joseph trying to get stuff done which I need to be productive on a big (non-Cloudron) project (RAG in this case)

                                and that AppWishList list frustrates me 🤣

                                Amazing work mate, all the way. Frustrated by the list, I get yah 😖

                                I know the app well. As it's been said the native app is absolutely amazing so I run it desktop for some purpose, but I also run in testing an instance on docker, online.

                                I'd be glad to test your cloudron version on a i7 dedicated server with 128GB of RAM and no GPU at all, from Hetzner so we can confirm it runs well. I guess it would run well just as Open WebUI it all depends on the models you use.
                                Cloudron CLI info would suffice, if you want to shoot'em to me when you've a minute my 'speedy' on the run 😎 👑
                                Cheers!

                                AI Intelligencia RED PILL Podcast
                                (coming soon...)

                                timconsidineT 1 Reply Last reply
                                1
                                • micmcM micmc

                                  @timconsidine said in AnythingLLM - AI business intelligence tool:

                                  @ joseph trying to get stuff done which I need to be productive on a big (non-Cloudron) project (RAG in this case)

                                  and that AppWishList list frustrates me 🤣

                                  Amazing work mate, all the way. Frustrated by the list, I get yah 😖

                                  I know the app well. As it's been said the native app is absolutely amazing so I run it desktop for some purpose, but I also run in testing an instance on docker, online.

                                  I'd be glad to test your cloudron version on a i7 dedicated server with 128GB of RAM and no GPU at all, from Hetzner so we can confirm it runs well. I guess it would run well just as Open WebUI it all depends on the models you use.
                                  Cloudron CLI info would suffice, if you want to shoot'em to me when you've a minute my 'speedy' on the run 😎 👑
                                  Cheers!

                                  timconsidineT Online
                                  timconsidineT Online
                                  timconsidine
                                  App Dev
                                  wrote on last edited by timconsidine
                                  #27

                                  @micmc someone with knowledge of the app would be very helpful to test it out - I'm not so familiar so half the battle is finding out what to test 😄

                                  I think I held off pushing out the repo and docker image because of a couple of queries, and I find myself pulled (well, my fault entirely) between completion of 5-6 apps.

                                  Will try to get this out the door shortly.
                                  Any feedback you then have will be gratefully received. 🙏

                                  Indie app dev, scratching my itches, lover of Cloudron PaaS

                                  1 Reply Last reply
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