Building Customized Text-To-SQL Pipelines in Open WebUI

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  • Опубликовано: 18 янв 2025

Комментарии • 21

  • @EricWang-u4x
    @EricWang-u4x 5 месяцев назад +1

    Thx for sharing and it's really interesting to learn more about the pipeline projects related to open webui.

  • @johnkintree763
    @johnkintree763 4 месяца назад

    Lovely demo of the synergy between language models and databases.

  • @orafaelgf
    @orafaelgf 4 месяца назад

    great video. hoping to see more as soon.
    congrats.

    • @jordannanos
      @jordannanos  4 месяца назад

      hi,
      code is here: github.com/JordanNanos/example-pipelines
      video reviewing the code: ruclips.net/video/iLVyEgxGbg4/видео.html

  • @hasaniqbal3180
    @hasaniqbal3180 5 месяцев назад +1

    Thank you for this. Can you share more info on the RAG pipeline along with code examples.

    • @jordannanos
      @jordannanos  5 месяцев назад +1

      working on getting it to run on both vLLM + ollama endpoints with llama3.1 + mistral. prompt uses llamaindex for text-to-sql.

    • @jordannanos
      @jordannanos  5 месяцев назад +1

      similar to this guide: docs.llamaindex.ai/en/stable/examples/index_structs/struct_indices/SQLIndexDemo/

    • @jvannoyx4
      @jvannoyx4 5 месяцев назад

      Great job can't wait to see more

    • @jordannanos
      @jordannanos  4 месяца назад +1

      @@jvannoyx4 hi,
      code is here: github.com/JordanNanos/example-pipelines
      video reviewing the code: ruclips.net/video/iLVyEgxGbg4/видео.html

  • @arjuntrivedi4622
    @arjuntrivedi4622 29 дней назад +1

    can we have the link of the Script ?
    also would love to know the which DB you used, MySQL or what are the other DB you can recomand ?

    • @jordannanos
      @jordannanos  29 дней назад

      @@arjuntrivedi4622 code is demo’d here ruclips.net/video/iLVyEgxGbg4/видео.htmlsi=G0D6jOv6UzCd793k
      Also link to the pipelines in that video description

    • @jordannanos
      @jordannanos  29 дней назад

      @@arjuntrivedi4622 it’s tested with Postgres originally and that’s the code I review. Would work with any DB you can connect to with python

  • @dj_hexa_official
    @dj_hexa_official 4 месяца назад

    Jordan , Super good job. I'm trying to integrate openwebui into my CRM system. That I would like to query the database for any of our product price or everything through the chat for my employees. This rag pipeline can make it in this way for example ? Thanks you for your answer

    • @jordannanos
      @jordannanos  4 месяца назад

      hi, I think if you've got a db you should be able to query it. especially if you already know how using python.
      I posted another video. code is here: github.com/JordanNanos/example-pipelines
      video reviewing the code: ruclips.net/video/iLVyEgxGbg4/видео.html

    • @dj_hexa_official
      @dj_hexa_official 4 месяца назад +1

      @@jordannanos Thanks a lot Jordan . Super cool

  • @JJaitley
    @JJaitley 4 месяца назад

    First of all great job Jordan. It would be really helpful if you could share the code on git.

    • @jordannanos
      @jordannanos  4 месяца назад

      hi,
      code is here: github.com/JordanNanos/example-pipelines
      video reviewing the code: ruclips.net/video/iLVyEgxGbg4/видео.html

  • @RickySupriyadi
    @RickySupriyadi 4 месяца назад

    minds to share your code please?

    • @jordannanos
      @jordannanos  4 месяца назад

      @@RickySupriyadi hi,
      code is here: github.com/JordanNanos/example-pipelines
      video reviewing the code: ruclips.net/video/iLVyEgxGbg4/видео.html

    • @RickySupriyadi
      @RickySupriyadi 4 месяца назад

      @@jordannanos wow cool, thank you.

  • @Ke_Mis
    @Ke_Mis Месяц назад

    "Just 2 A100 GPUs"....That humble flex😂. Well at least my 1070 GTX can also run the llmaa3.1 8b model.🥲