End-to-end RAG tutorial using source facebook marketing, PyAirbyte and Zilliz (using Langchain)

[aaronsteers]

Summary

The goal is to show users how to use PyAirbyte to load data from Facebook marketing source, store the data in Zilliz vector store and perform a short RAG demo (using OpenAI/LangChain) on the loaded data in Zilliz.

Deliverable

Python notebook illustrating end to end RAG using PyAirbyte, Facebook marketing as source & Zilliz as destination. Please add a "What / Why / How" blurb at the top of the notebook to explain what the code is doing.

Resources to Assist

• PyAirbyte tutorials: https://github.com/airbytehq/quickstarts/tree/main/pyairbyte_notebooks
• PyAirbyte Documentaton: https://docs.airbyte.com/using-airbyte/pyairbyte/getting-started
• PyAirbyte API Reference: https://docs.airbyte.com/using-airbyte/pyairbyte/getting-started#api-reference
• Facebook marketing source documentation: https://docs.airbyte.com/integrations/sources/facebook-marketing
• Milvus (Zilliz) langchain integration: https://python.langchain.com/v0.1/docs/integrations/vectorstores/zilliz/

[arjun-prabhakar-123]

Hello @aaronsteers,

I'm interested in working on this issue. Could you please assign it to me?

Thanks!

[marcosmarxm]

It is yours!

[marcosmarxm]

@arjun-prabhakar-123 do you need any help ehre?

[ombhardwajj]

@marcosmarxm Can I get this assigned? @arjun-prabhakar-123 seems to be inactive!

[ombhardwajj]

@marcosmarxm @bindipankhudi Can I work on this please!?

[marcosmarxm]

@ombhardwajj let's wait until Monday, if they don't reply it is yours!

[ombhardwajj]

@marcosmarxm They have not replied!! Its mine :)

[gemsteam]

Hi @marcosmarxm, Can i work on this issue, I am new to airbyte :)

[ombhardwajj]

@gemsteam sorry but I had already planned to work upon it! @marcosmarxm @bindipankhudi Please assign it to me!

[marcosmarxm]

@ombhardwajj sorry I'd jsut you have already assigned issues. I'll give this one to @gemsteam

[ombhardwajj]

@marcosmarxm #30 aand #31 were part of Feature Contributions (if I am not wrong) and they will still be. Wheras this issue is for quickstarts and tutorials. I could have been assigned this isnt it?

[ombhardwajj]

@marcosmarxm @bindipankhudi Could you please confirm if the issues I mentioned are part of Feature Contributions?🙇

[btkcodedev]

@gemsteam If this issue is too complex, can I work on this? 🙂

[ombhardwajj]

@btkcodedev I just wanted to remind you that I had expressed interest in this issue initially. 🙇 If @gemsteam finds it challenging and is open to passing it on, I would appreciate it if I could be considered next in line. Hope you understand 😄

[btkcodedev]

@ombhardwajj You have already #30 and #31 to work on isn't it

[ombhardwajj]

@btkcodedev According to the rules we can get a quickstart as well as Feature issue assigned at the same time isn't it? Most prolly they are Feature issues , but lets wait for the confirmation! Moreover I already have a plan ready for this so it wont take me much time to solve it!

[btkcodedev]

One issue at a time regardless of category and you already have 2 issues, my dear friend Cc: @marcosmarxm

[Harmaton]

I can work on it as well if you dont @marcosmarxm incase my friends here are assigned other tasks

[gemsteam]

Hi @btkcodedev, Yes you can take this up my friend :)

[btkcodedev]

Cool! Thanks! Also I can see other volunteers are assigned with other issues. Cc: @marcosmarxm I am willing to take this up❤️

[ombhardwajj]

@marcosmarxm Can you please clarify if we can work on a feature and a quickstart at the same time?

[btkcodedev]

@ombhardwajj For your reference, Please go through the first point rules section and FAQ section at https://airbyte.com/community/content-hackathon Thanks Ref:

[ombhardwajj]

Looking at the rules We cannot be assigned "several" features "and" tutorials at the same time. But we can be assigned a single feature "and" tutorial at the same time . Notice "and" but not "or" Thanks @btkcodedev Cc: @marcosmarxm

[btkcodedev]

Please read that again for insight.

One at a time is common rule. @marcosmarxm Please look at this

[marcosmarxm]

@ombhardwajj you have already issues assigned to you. @btkcodedev all yours

[btkcodedev]

Linking PR https://github.com/airbytehq/quickstarts/pull/126

[bindipankhudi]

Thank you @btkcodedev, Approved & merged!