Mervin Praison
Mervin Praison
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Here is How You Create AI Operating System from Scratch
🚀 Welcome to Our Comprehensive Guide on Building an LLM OS with GPT-4! 💻
In this exciting video, we dive into the world of Large Language Model Operating Systems (LLM OS) inspired by Andrej Karpathy's visionary proposal. We'll show you how to create a sophisticated LLM OS using GPT-4, integrating various tools and multi-agents to make your system incredibly powerful and versatile. Here is How You Create AI Operating System from Scratch
🛠️ What You'll Learn:
Introduction to LLM OS: Understand the concept and how it functions as a central orchestrator.
Setting Up Tools: Learn to integrate a calculator, Python interpreter, browser, file system, and more.
Creating Multi-Agents: Set up different AI agents like investment assistant, research assistant, and more.
Knowledge Base & Memory: Store and retrieve information efficiently using a knowledge base.
User Interface: Build a user-friendly interface for seamless interaction with your LLM OS.
🔗 Resources:
Sponsor a Video: mer.vin/contact/
Do a Demo of Your Product: mer.vin/contact/
Patreon: patreon.com/MervinPraison
Ko-fi: ko-fi.com/mervinpraison
Discord: discord.gg/nNZu5gGT59
Twitter / X : mervinpraison
Code: mer.vin/2024/05/phidata-llm-os/
github.com/phidatahq/phidata/tree/main/cookbook/llm_os
📌 Timestamps:
0:00 - Introduction to LLM OS Concept
1:01 - Setting Up GPT-4 as the LLM
2:20 - Integrating Tools and Multi-Agents
5:49 - Creating the Knowledge Base and Memory
9:02 - User Interface Setup and Demonstration
12:27 - Testing the LLM OS with Various Queries
🌟 Key Benefits:
Enhanced Efficiency: Automate complex tasks using integrated tools and AI agents.
Customisable: Tailor the LLM OS to meet your specific needs and requirements.
Scalable: Expand functionality by adding more tools and agents as needed.
User-Friendly: Easy setup with a step-by-step guide and clear instructions.
📥 Get Started:
Source Code & Commands: Available in the description for easy setup.
Subscribe & Stay Updated: Regular videos on AI and tech innovations.
Like & Share: Help others discover the power of LLM OS by sharing this video
#AI #operating #system #llmos
zhlédnutí: 2 105

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Komentáře

  • @henrychien9177
    @henrychien9177 Před 41 minutou

    Is openai the only api? Or can i use local llm to mimik openai api will it work?

  • @Badg0r
    @Badg0r Před hodinou

    This is never going to work, since the LLM has to work from an OS as well. This is an OS on an OS. And it always needs lots of power.

  • @onlineinformation5320
    @onlineinformation5320 Před hodinou

    Is there any way i can use these assistants created by phidata in multi agentic frameworks like crewai or autogen?

  • @edoh6381
    @edoh6381 Před hodinou

    Do you have any playlist to learn concepts before this? I don't understand this code, I need more context

  • @Techonsapevole
    @Techonsapevole Před hodinou

    super cool, I hope the next CPUs will run Llama 3 70B fast

  • @sharankumar31
    @sharankumar31 Před 2 hodinami

    i have a question, If i try with Ollama llama3 locally i not sure this one was not working did you also face same issue >??

  • @optalgin2371
    @optalgin2371 Před 2 hodinami

    Legit question, why not just use the embed models like Nomic for example, chatting with my LLM I learned these vector "memories" create neural connection cells/nodes or whatever and it connects to these vector memories , meaning it's knowledge and memories sort of expands..

  • @enesgul2970
    @enesgul2970 Před 3 hodinami

    Kendi görüntün çok büyük. Kodları göremiyoruz.

  • @benh8199
    @benh8199 Před 3 hodinami

    Phidata > Praison AI?

  • @MikeMcMulholland
    @MikeMcMulholland Před 3 hodinami

    This would work good with Enso the interactive programming language

  • @benh8199
    @benh8199 Před 3 hodinami

    Out of all the AI tools and frameworks you’ve used, which one(s) do you find to be the most useful and have the most promise moving forward?

  • @martinbak
    @martinbak Před 4 hodinami

    How can I contact you? I would like to pay you for your assistance in regard to a project. Thank you so much!

  • @user-yw9us2qo6g
    @user-yw9us2qo6g Před 4 hodinami

    You could have shared a link to the original video: czcams.com/video/6g2KLvwHZlU/video.html instead of recording a clone yourself.

    • @tomasbusse2410
      @tomasbusse2410 Před 4 hodinami

      Hm 😢

    • @phidata
      @phidata Před 3 hodinami

      tbh i think mervin explained it better than me :)

    • @helix8847
      @helix8847 Před hodinou

      if you havent noticed he does that a lot for most of his videos.

    • @phidata
      @phidata Před 55 minutami

      @@helix8847 im actually a big fan of that because he explains it much better than me :) hope he continues to do that. Mervin has a way of communicating complex information and i learn a lot about my own work when he makes a video

  • @christopheboucher127
    @christopheboucher127 Před 5 hodinami

    Hi Mervin, what about postgres memory ? is it a long term memory ? something like autogen teachable agent or memgpt ? thx again for your amazing content !

    • @phidata
      @phidata Před 3 hodinami

      Postgres right now is storing chat history -- but chatgpt like personalized memory is in the works :)

    • @christopheboucher127
      @christopheboucher127 Před 2 hodinami

      @@phidata great! Amazing! I don't know if it will be possible, but I dream of a long term management system in a sql like database with autocreation of tables for topics which will be filled in by the agent when he found relevant info to keep (for example preferences, backstory of the user, the company, personals data's, ideas and thought, etc.) this kind of memory would be very helpful for all kind of assistants, from office to psychotherapist, coach, etc etc and maybe a runtime to reorganise all the database when it's needed... And if all that can be user session managed, it will be the perfect framework for new kind of agentic system, if you see what I mean... Unfotunaly I don't have enough coding skills to build that or to help building that.. Thanks a lot @phidata for.. Phidata ;) very great job and very great gift for the world! <3

    • @phidata
      @phidata Před 2 hodinami

      @@christopheboucher127 this is truly amazing! im coding the personalized memory piece right now and your message was like the AI gods speaking to me showing me what to build. Thank you! Cannot express how much I appreciate this guidance, thank you <3

  • @RICHARDSON143
    @RICHARDSON143 Před 5 hodinami

    ❤❤❤

  • @chosen3494
    @chosen3494 Před 10 hodinami

    To clarify the code only works on mac?

  • @stevey19861
    @stevey19861 Před 14 hodinami

    do I have to do ollama run nomic-embed-text?

  • @alextiger548
    @alextiger548 Před 19 hodinami

    How to build a RAG application against a SQL Server database ?

  • @abhijeetvaidya1638
    @abhijeetvaidya1638 Před 19 hodinami

    why not use codelama ?

  • @davidbenjamininchrist
    @davidbenjamininchrist Před 22 hodinami

    Physicists are trying to figure out why language models work intuitively why their reasoning capability emerges when you train them on language. And it comes out that the universe is upheld by the word of God. We were designed in a sense as a language model to speak what we see and observe. Of course, our peak creation would do the same. Gpt agrees with me. Also, the Bible itself was made for a language model. It's a keyword indexed database. Ready for consumption . I hope more believers who understand the grace of Christ will start building rag systems to educate people from their perspective. Unfortunately, so many are afraid of AI. They're missing this window of opportunity which may be short-lived who knows

  • @davidbenjamininchrist
    @davidbenjamininchrist Před 22 hodinami

    Yay. This is a unique opportunity to handle the word in a way that we never have before.

  • @ameliagizzela4966
    @ameliagizzela4966 Před dnem

    can i ask for that json data?

  • @Great_Muzik
    @Great_Muzik Před dnem

    Can this be used to extract specific data fields from multiple pdf files and output the result in Excel?

  • @Great_Muzik
    @Great_Muzik Před dnem

    Awesome tutorial Mervin! Thanks!

  • @Rinfinity-disturbed

    Do we need to provide Groq Api key or just keep as it is here.

  • @sharankumar31
    @sharankumar31 Před 2 dny

    excellent

  • @stanTrX
    @stanTrX Před 2 dny

    Autogen or taskweaver which one?

  • @k.riz12
    @k.riz12 Před 2 dny

    cant we use python not docker its very ram consuming

  • @limjuroy7078
    @limjuroy7078 Před 2 dny

    Great video! I have a question here. Do you have any idea on creating an agent that can analyze the legal contracts uploaded by user? Example tasks are: 1. Identify the parties in the contract 2. Identify and extract all the clauses in the contract 3. Summarize the important details in each identified clause 4. Draft potential missing clauses or clauses can be added into the current contract 5. Draft the whole legal document if possible (Optional bcus this is too difficult I think)

  • @ckgonzales16
    @ckgonzales16 Před 2 dny

    Can I use firebase instead of gcloud

  • @elvistolotti45
    @elvistolotti45 Před 2 dny

    nice content!

  • @tomzhang9614
    @tomzhang9614 Před 2 dny

    Hi does this work for fine-tuned local llama 3 model?

  • @nhddhn103
    @nhddhn103 Před 2 dny

    Ohh okadarda akili degilmiş backler hala sağlam

  • @MikeMcMulholland
    @MikeMcMulholland Před 3 dny

    People need to connect OpenDevin to Enso interactive programming language, this would speed up development extremely quick.

  • @anivedk
    @anivedk Před 3 dny

    Same

  • @user-jf5uv9ir5k
    @user-jf5uv9ir5k Před 3 dny

    doesn't perplexity ai do this already?

  • @robertmazurowski5974

    This is complete BS, it doesn't actually work. It takes ages to learn how to things on your system.

  • @J-HAYER
    @J-HAYER Před 3 dny

    Imagine integrating this with GPT4o having a real AI interview instead of typing

  • @MeinDeutschkurs
    @MeinDeutschkurs Před 3 dny

    Wonderful, but shocking. But wonderful. I‘m looking for a way to catch a call from my iPhone (hopefully on my local mac) to then answered by a local ai or groq. I have no idea where to start.

  • @michiuno2238
    @michiuno2238 Před 3 dny

    You seem to be very active in this field and produce a lot of what appears to be helpful videos. If only a non-developer could follow them successfully. I have tried a few of your tutorials and must conclude that I have to plan on spending a significant amount of time trying to decipher them and "translate" them into a windows environment and after all of that I can be certain to not be successful. There is always something that does not work or something that is missing or not explained or the audio comes across mumbled and I ask myself WTF. I understand you are so good and so quick at what you're doing, but please slow it down a bit and don't presume we all understand the fine little in-between-steps that are missing from your tutorials. Trying hard but frustrated.

    • @MervinPraison
      @MervinPraison Před 3 dny

      Thank you for your feedback! I’m really sorry that you're having difficulties. My tutorials mainly focus on Linux and Mac, but I'll create a beginner's guide video soon for Windows users. I will try to make it easier for beginners to understand. Your input is invaluable, and I'll strive to improve the audio quality too. Thanks for your patience!

  • @jelliott3604
    @jelliott3604 Před 3 dny

    I feel compelled to say that I see this as .. just .. existentially wrong. We already have recruitment agents and HR departments that are basically scanning and filtering CVs/resumes for/on keywords without real knowledge and understanding of the skillset required. Who checks the correctness of the LLMs questions, answers? Who certifies that the LLM has no biases? - how do they do that? - to a standard that will hold-up in court whenever the inevitable legal action ensues? Presumably year are only talking initial filtering and technical interview stages here and not team-fit and soft skills but what happens if soneone gives an inspired but non-textbook answer (I'm thinking fast inverse square root). And ... if the AI is good enough in a field to actually conduct a valid, thorough and useful interview then .. for a lot of jobs at least .. why is the company hiring for the roke and not just using the AI to do it? In an IT context: junior devs don't conduct interviews. If the AI is at the level of a good senior dev then .. its good enough to do the job so the interview is mostly pointless(?)

  • @godwinspeaks
    @godwinspeaks Před 3 dny

    It'll be great if you could explore doing similar things using n8n also, which can orchestrate all kinds of workflows

  • @sophiedelavelle5958

    This is Amazing! <3

  • @anezatra_official
    @anezatra_official Před 3 dny

    czcams.com/video/qaDWwOpjV3M/video.htmlsi=4Gv1d-JUyuqrsevd

  • @SaurabhSharma-jp2kv

    can we try agentic chunking with ollama?

  • @riteshm2249
    @riteshm2249 Před 3 dny

    When is it coming to India?

  • @yuzual9506
    @yuzual9506 Před 4 dny

    Your a god, for me. My next steps will be to create agents for find budgets for researchers, with french administrations.

  • @sophiedelavelle5958

    @mervin would you be able to loop the crew to simulate a multiagent chat ui?

    • @MervinPraison
      @MervinPraison Před 4 dny

      I hope our agents will be powerful very soon to perform this task

    • @sophiedelavelle5958
      @sophiedelavelle5958 Před 4 dny

      @@MervinPraison I’d be happy to understand why they can’t nowadays yet ?

  • @Kira-fj8el
    @Kira-fj8el Před 4 dny

    Need a new video for assistant api with new features.I need to know how to control token count?????

  • @DougLopes
    @DougLopes Před 4 dny

    Good explanation. But it is impossible to read line 185 and by consequence, impossible to test the best snippet that you are soposed to teaching