Building Customized Text-To-SQL Pipelines in Open WebUI

[@EricWang-u4x]

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

[@johnkintree763]

Lovely demo of the synergy between language models and databases.

[@orafaelgf]

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

[@jordannanos]

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

[@hasaniqbal3180]

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

[@jordannanos]

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

[@jordannanos]

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

[@jvannoyx4]

Great job can't wait to see more

[@jordannanos]

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

[@dj_hexa_official]

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]

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]

@@jordannanos Thanks a lot Jordan . Super cool

[@JJaitley]

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

[@jordannanos]

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

[@RickySupriyadi]

minds to share your code please?

[@jordannanos]

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

[@RickySupriyadi]

@@jordannanos wow cool, thank you.