6-Building Advanced RAG Q&A Project With Multiple Data Sources With Langchain

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  • Опубликовано: 14 апр 2024
  • Hello All we are going to build Advanced RAG Projects With Multiple Data Sources as arxiv,wikipedia and others .Here we will be learnign about agents,tools,toolkits and agent executor
    Code Github: github.com/krishnaik06/Update...
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    Support me by joining membership so that I can upload these kind of videos
    / @krishnaik06
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    Fresh Langchain Playlist: • Fresh And Updated Lang...
    ►LLM Fine Tuning Playlist: • Steps By Step Tutorial...
    ►AWS Bedrock Playlist: • Generative AI In AWS-A...
    ►Llamindex Playlist: • Announcing LlamaIndex ...
    ►Google Gemini Playlist: • Google Is On Another L...
    ►Langchain Playlist: • Amazing Langchain Seri...
    ►Data Science Projects:
    • Now you Can Crack Any ...
    ►Learn In One Tutorials
    Statistics in 6 hours: • Complete Statistics Fo...
    End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's
    Machine Learning In 6 Hours: • Complete Machine Learn...
    Deep Learning 5 hours : • Deep Learning Indepth ...
    ►Learn In a Week Playlist
    Statistics: • Live Day 1- Introducti...
    Machine Learning : • Announcing 7 Days Live...
    Deep Learning: • 5 Days Live Deep Learn...
    NLP : • Announcing NLP Live co...
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Комментарии • 51

  • @nishantchoudhary3245
    @nishantchoudhary3245 Месяц назад +7

    One of the best langchain series. Thanks God I am able to find such good content

  • @rajamailtome
    @rajamailtome Месяц назад +10

    Instead of openai, plz use any other downloadable open source LLM which can be run locally 😊

  • @canyouvish
    @canyouvish Месяц назад

    Very comprehensive and super helpful!

  • @user-oi6rs3fp2b
    @user-oi6rs3fp2b Месяц назад +1

    Thank you sir .Great videos you are making............

  • @jayanthkothapalli9.2
    @jayanthkothapalli9.2 Месяц назад +1

    Sir understood the complete flow. Great explaination. ❤❤

  • @carlosbelleza5104
    @carlosbelleza5104 Месяц назад +2

    your videos are amazing... state of the art

  • @tintintintin576
    @tintintintin576 Месяц назад +1

    God bless you , sir!

  • @DoomsdayDatabase
    @DoomsdayDatabase Месяц назад +4

    Wow this is what i wanted!
    can i use the same code with opensource model by just changing the way it loads sir?
    ​​I wrote email to you yesterday and the video came today! This is next level Krish sir! Thankyou ❤!

  • @binayashrestha4131
    @binayashrestha4131 Месяц назад

    thank you so much

  • @123arskas
    @123arskas 10 дней назад

    You're awesome.

  • @Nishant-xu1ns
    @Nishant-xu1ns Месяц назад

    wiating for next video

  • @zshortsfeed6862
    @zshortsfeed6862 Месяц назад +2

    Sir, please create a separate playlist for the opensource LLM so we can access it easily.

  • @hemanthram7907
    @hemanthram7907 Месяц назад

    This video is very comprehensive and easy to understand, really grateful for your efforts sir, However, Could you please create a session on how to achieve the function calling , tools and agents using Gemini Pro or any other Open source LLM, unfortunately, there is no alternative for the open AI version (create_openai_tools_agent). Please explain us the workaround to use other LLMs.

  • @varindanighanshyam
    @varindanighanshyam Месяц назад

    Krish fantastic work. Can you explain it keeping ollama in context

  • @piyush_nimbokar_07
    @piyush_nimbokar_07 Месяц назад +1

    Sir can you please elaborate on using neo4j knowledge graph to build RAG application

  • @THOSHI-cn6hg
    @THOSHI-cn6hg Месяц назад +5

    U can use Lllama 2 or other opensource api insteaddddddddddddddddddddddddddddddddddddddddd....

  • @AIConverge
    @AIConverge Месяц назад

    Great video. Any alternatives to Langsmith?

  • @arID3371ER
    @arID3371ER 18 дней назад

    Man I thought you got your hair back! 😂😂😂❤❤❤

  • @mohsenghafari7652
    @mohsenghafari7652 27 дней назад

    Hi dear friend .
    Thank you for your efforts .
    How to use this tutorial in PDFs at other language (for example Persian )
    What will the subject ?
    I made many efforts and tested different models, but the results in asking questions about pdfs are not good and accurate!
    Thank you for the explanation

  • @santhiyac8252
    @santhiyac8252 Месяц назад +1

    Hello krish ,
    I had done google palm2 using pdf bot , but it's not gave response properly because prompt it will working publicly. How to handle prompt for specific dataset.please reply me..

  • @kannansingaravelu
    @kannansingaravelu 9 дней назад

    Hi Krish, if we use "create_conversational_retrieval_agent", how do we pass the prompt - Is prompt mandatory?

  • @ashishmalhotra2230
    @ashishmalhotra2230 Месяц назад

    Hi Krish, can you make a video on conversational chatbot trained on own datasource

  • @muhammedyaseenkm9292
    @muhammedyaseenkm9292 Месяц назад

    How can we extract multi columnar tabular data , especially from images,

  • @AsifKhan-cc3ye
    @AsifKhan-cc3ye Месяц назад

    hey krish, i develop an app using rag for qc of manually populated data in excel but the model is not performing with accuracy i used llama2, is there any other best athematic open source llm?

  • @DamanjeetGTBIT
    @DamanjeetGTBIT Месяц назад

    I am learning Stats, sql and ML from miscellaneous videos. I want to start with a clean course . Which one is better to pursue data science career ? IBM Machine Learning or Google Advanced Data Analytics?

  • @divya-ob3jq
    @divya-ob3jq Месяц назад

    Sir please make a video on virtual car assistant using LLMs

  • @rishiraj2548
    @rishiraj2548 Месяц назад

    🙏🙂👍

  • @ModiJi_Family
    @ModiJi_Family Месяц назад

    Use Llama2 and create a Flask html front end too please

  • @SrinithiMalar
    @SrinithiMalar Месяц назад

    Is block chain is good career to start in 2024 and it's future scope

  • @atharvsakalley9633
    @atharvsakalley9633 Месяц назад

    How to get the accuracy of our search with implementation?

  • @AlanSabuJohn
    @AlanSabuJohn Месяц назад

    sir,can you do the embedchain tutorials

  • @mvuyisogqwaru2409
    @mvuyisogqwaru2409 27 дней назад

    Hey guys, is anyone else having an issue on the invoke call when using Ollama (llama2 and llama3). I get the following error: ValueError: Ollama call failed with status code 400. Details: {"error":"invalid options: tools"}

  • @thetagang6854
    @thetagang6854 Месяц назад

    Great video. Ignore the comments on not using OpenAI, if they don’t want to pay they wouldn’t be the ones to develop actual apps anyway

  • @tekionixkeshavag.452
    @tekionixkeshavag.452 Месяц назад +24

    Pls don't use OpenAI in this project...as it's API is paid so we can't access it....instead use gemini or any other open source model...so that we can also try it at our end...

    • @datatalkswithchandranshu2028
      @datatalkswithchandranshu2028 Месяц назад +1

      Not gemini...as they are removing free features quicklu

    • @tekionixkeshavag.452
      @tekionixkeshavag.452 Месяц назад

      @@datatalkswithchandranshu2028 okk..

    • @quezinmark8225
      @quezinmark8225 Месяц назад

      Break your training data into chunks size less than token limit so that you can use free version even for big data...

    • @theinhumaneme
      @theinhumaneme Месяц назад

      Switch the LLM in langchain

    • @tekionixkeshavag.452
      @tekionixkeshavag.452 Месяц назад +1

      That is somewhat complicated and we need help for that only from Krish sir ​@@theinhumaneme

  • @omkarjamdar4076
    @omkarjamdar4076 Месяц назад

    I decided not to use retriever tool so,
    tools=[wiki,arxiv]
    the following error occured
    TypeError: type 'Result' is not subscriptable

    • @mohamed_deshaune
      @mohamed_deshaune Месяц назад

      can you provide the whole code i can help you if you want

    • @EkNidhi
      @EkNidhi 18 дней назад

      this is work for me and i have created its ui also its working fine please send code or more about it ...we will help you

  • @EkNidhi
    @EkNidhi Месяц назад +1

    Please dont use any paid api key ...we can't excess it

  • @rakeshkumar-pf6yu
    @rakeshkumar-pf6yu Месяц назад

    with due respect....you are little faster here...don't know why you are in hurry these days...please be a little slower..may be of 80% speed of your current speed...thanks..

  • @venky433
    @venky433 26 дней назад

    Did anyone faced below "orjson.orjson" module error.
    error:ModuleNotFoundError: No module named 'orjson.orjson'
    its coming after running "from langchain_community.tools import WikipediaQueryRun" code.

    • @venky433
      @venky433 26 дней назад

      this error is coming with python 3.12 , but it worked with lower version ie 3.10