I build an autonomous researcher via GPT | Langchain ⛓️ Tutorial

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  • Опубликовано: 5 янв 2025

Комментарии • 69

  • @jamieosh70
    @jamieosh70 Год назад +3

    All your videos have been spot on - you have a good fast pace, yet cover the details/steps. You take on a decent sized problem that is interesting and inspires other ideas and see it through to completion. So they are just great for educating on the topic you cover. Great work 👍👍👍

  • @firetownplatformfinders3996
    @firetownplatformfinders3996 Год назад +6

    Amazing video. I have been looking for exactly this for weeks, and since I'm not a coders, I tried Flowise too and I didn't get good results. Your video is brilliant to me. Thank you for sharing this.

    • @AIJasonZ
      @AIJasonZ  Год назад

      Thanks mate! Yea flowise & langflow is still quite limited at the moment unfortunately

    • @Macatho
      @Macatho Год назад

      Everyone is a coder nowadays with Llama or chatgpt4

  • @spoonikle
    @spoonikle Год назад +4

    Basically a flow connector for AI- Research Tweets.
    If enough of these are made, for each of the major information sources an agent could enhance its knowledge, then vectorize its findings and then prompt itself as it completes a task with the researched data.

    • @AIJasonZ
      @AIJasonZ  Год назад

      Totally agree, imagine all those agents compose on top of each other, it is kinda crazy!

  • @ChrisCollett-Plus
    @ChrisCollett-Plus Год назад +2

    Great walk through, Jason. Super helpful.

    • @AIJasonZ
      @AIJasonZ  Год назад

      Glad you enjoyed it!

  • @insight-guy
    @insight-guy Год назад

    Awesome Jason
    Thanks for sharing. I was trying to do this a different way but your way makes much more sense

    • @AIJasonZ
      @AIJasonZ  Год назад

      Thanks Williams! I think there might be more effective way too like utilising agents!
      Let me know what other topics you want to see too!

  • @victorl.mercado5838
    @victorl.mercado5838 Год назад +1

    Great video. Great Use Case. Can't wait to try it.

  • @ajmound790
    @ajmound790 Год назад +1

    Your stuff is unusual and great. Would love if future stuff included local installs w/o sign-up needs.

    • @AIJasonZ
      @AIJasonZ  Год назад

      Thanks mate! what do you mean by local installs?

  • @holgergelhausen8616
    @holgergelhausen8616 Год назад

    Thanks, the program runs fine, I took out the query in streamlit for the OPEN_AI_Key and the script around the environment variable to OPEN_AI_Key. Then it worked great. Thanks a lot

    • @AIJasonZ
      @AIJasonZ  Год назад

      thanks Holger! wait - so the link didn't work with the OPEN_AI_KEY?

    • @holgergelhausen8616
      @holgergelhausen8616 Год назад +1

      @@AIJasonZ I made several modification: llm = OpenAI(model_name="gpt-3.5-turbo", temperature=.7, openai_api_key=OpenAI_API_KEY), and OPENAI_API_KEY = os.getenv("OPENAI_API_KEY"), openai.api_key = OPENAI_API_KEY - Then it works in my enviroment. I got this error before, if i clone and start the UI "ValidationError: 1 validation error for OpenAIChat __root__ Did not find openai_api_key, please add an environment variable `OPENAI_API_KEY` which contains it, or pass `openai_api_key` as a named parameter. (type=value_error) - I asked ChatGPT how I can fix the problem "I am not an developer, only a user"

    • @AIJasonZ
      @AIJasonZ  Год назад +1

      @@holgergelhausen8616 ah got it, yea I had those issue sometimes too, quite annoying indeed!

  • @gptresearchgroup-eq5ts
    @gptresearchgroup-eq5ts Год назад +1

    2:32 Hey Jason, do you think that some targeted 'human in the loop' moments could help at any point in this project or any of the other projects you've been working on? Seems like there's this great push to see how much the AI can do on its own, but I wonder if any problems could be solved by us humans in the loop at the right points in time.

  • @jasonfinance
    @jasonfinance Год назад

    Thank you Jason. Appreciate your work, really helpful!

    • @AIJasonZ
      @AIJasonZ  Год назад +1

      Glad it was helpful!

  • @tirsoan
    @tirsoan Год назад +1

    Thank you Jason!

  • @Macatho
    @Macatho Год назад

    Take home message: Guess it wasnt such a good idea when you share it with the world 😅
    Very nice video though ♥♥

  • @Rocket20091
    @Rocket20091 Год назад +1

    Amazing video. How much does this cost to run? Lets see I make 20 threads a day? I'm still trying to work out what is paid for and what is free?

  • @WeirdoRocks
    @WeirdoRocks Год назад

    Another great video. Great work, thank you.

  • @shadeersadikeen1052
    @shadeersadikeen1052 Год назад +4

    end of the day It will be only be valuable product if your using for your own value

    • @AIJasonZ
      @AIJasonZ  Год назад

      true!

    • @StoutProper
      @StoutProper Год назад

      @@AIJasonZtry using gpt Engineer and the function call api

  • @ableandrew
    @ableandrew Год назад +1

    great work

  • @MisCopilotos
    @MisCopilotos Год назад +3

    Hey Jason, great video. Thanks for sharing!
    Q: would you say this is an autonomous agent or an ai-agent with web connection and prompt-chain-instructions?
    I feel an autonomous agent should be able to make decisions by itself and decide which tool to use and when.

    • @AIJasonZ
      @AIJasonZ  Год назад +4

      Hey Joaquin, thanks a lot for the notes! You are absolutely right, I was planning to use agent, i think next version can be using agent with custom tools: 1) find content 2) write threads.
      I used LLMChain now instead because it is still cost effective for now for tasks with predictable steps. (I found agent can take many unnecessary steps sometimes to complete tasks, which means it is slower and more expensive to run). But maybe it can be solved with good prompt!

    • @MisCopilotos
      @MisCopilotos Год назад +2

      Yess, it makes sense. Auto-agents are still in beta mode. Anyway, it'd be super nice to see that video with the auto-agent finding the content, summarising it and writing the threads. I imagine the key element in that case is investing time on creating a very good prompt so it doesn't get lost.

  • @jlcasesES
    @jlcasesES Год назад

    Hi! , first of all, congrats for your contents, all of them are spot on. I tried to see the repo for this video but links are not working. Some idea? Many thanks

  • @LangLabs
    @LangLabs Год назад

    Great video! Keep it up man 👍👍

    • @AIJasonZ
      @AIJasonZ  Год назад

      Thanks mate, you too! Awesome videos :)

  • @ishaanbhola1991
    @ishaanbhola1991 Год назад +1

    Hi, great video, you should also create a video on SuperAgi

    • @AIJasonZ
      @AIJasonZ  Год назад

      Thanks mate! I will look into it. :)

  • @kudymov
    @kudymov Год назад

    Amazing

  • @onangarodney7746
    @onangarodney7746 Год назад

    Great video. Thanks a lot

  • @NourEldin_z3r0
    @NourEldin_z3r0 Год назад

    the demo is not working anymore :(

  • @VaibhavShewale
    @VaibhavShewale Год назад +1

    is langchain easy to learn?

  • @SpaceMonkeyOfficial
    @SpaceMonkeyOfficial Год назад

    the link to the code seems to be broken...:)

  • @HyperUpscale
    @HyperUpscale Год назад

    I don't understand why did you remove the project from github ;(

  • @DigitaTransforma
    @DigitaTransforma Год назад

    Hey Jason. This is on fire. Pls can you share the relevance template file for this autonomous researcher. I will like to study how you did it on relevance. There's not much tutorials on relevance online.
    Pls 😊

  • @neng6585
    @neng6585 Год назад

    great video, are you going to upload the repository on GitHub or huggingface?

  • @jimcrow2000
    @jimcrow2000 10 месяцев назад

    Hello,, this is a very interesting video, any way to get a more in-depth tutorial, explaining from the beginning all the tools you use, some kind of a step-by-step tutorial?

  • @volpir4672
    @volpir4672 Год назад +1

    Thank you!

  • @wolphiekun
    @wolphiekun Год назад +1

    Would be great with subtitles and if you zoom in when showing code 🙏

    • @AIJasonZ
      @AIJasonZ  Год назад

      Thanks for the feedback mate, i will improve those in the future videos ❤️

  • @TheXazel
    @TheXazel Год назад

    which huggingface model would you use instead of openai for this?

    • @AIJasonZ
      @AIJasonZ  Год назад +2

      I haven’t found one is that very close to openai tbh, but falcon seem to be the best one now

  • @pixelriegel
    @pixelriegel Год назад

    great video Jason. I hope that was not your Key at the end. Just a heads up.

    • @AIJasonZ
      @AIJasonZ  Год назад +1

      oh shot.... thanks so much man! i just reset the Key 🙏

    • @pixelriegel
      @pixelriegel Год назад

      @@AIJasonZ Yeah it would have happend to me too.

  • @pdirp
    @pdirp Год назад

    Thanks for the content and sharing!, based on my experience, I don't think that GPT can actually read and article to choose the best ones.. my assumption is that it is done base on URL itself...

    • @AIJasonZ
      @AIJasonZ  Год назад

      Yea it can’t read article directly, but we add a function to do web scrape to get content as an extract step :)

  • @massimodileo7169
    @massimodileo7169 Год назад

    Super interesting. BTW is there anyone here that knows how to use the API V2 to post on Twitter? (and even better to search) ???

    • @AIJasonZ
      @AIJasonZ  Год назад

      I’d love to know that too, heard v2 api is quite different with some limitation!

    • @massimodileo7169
      @massimodileo7169 Год назад

      @@AIJasonZ a lot of limitation in terms of volumes. The problem is that I can’t find any a updated tutorial nor even an example that works with the new Twitter API.

  • @jit2600
    @jit2600 Год назад

    Your GH repo is showing a 404.

  • @DikkeKoelie
    @DikkeKoelie Год назад

    you must set temperature to 0 or it will generate little bit false info

  • @marktellez3701
    @marktellez3701 Год назад +1

    Amazing content my friend. You did some great work here. If you ever want to collab with an old school programmer and prompt engineer, hit me up. I am very easy to find without dropping any links here!

    • @AIJasonZ
      @AIJasonZ  Год назад

      ohh, thank you so much Mark! let me know if there is any other topic you are interested in but coulnd't find any good content about!

  • @holistic_hass
    @holistic_hass Год назад

    Sent you an email mate :)

  • @zac1427
    @zac1427 Год назад

    太牛逼了woc,你自己读文档学的么?

  • @promptjungle
    @promptjungle Год назад

    Hey Jason great tutorial, can I contact you for business?

    • @AIJasonZ
      @AIJasonZ  Год назад

      Sure thing! Email me pls! Jason.Zhou.design@gmail.com

  • @BransTiong
    @BransTiong Год назад

    Great video! subbed to support