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Add new example: Build a search engine quickly using Qdrant #30

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This pull request adds a new example demonstrating the integration of Qdrant Search Engine into various applications. The example provides a step-by-step guide for building a search engine very quickly using Qdrant. It will help out the developers that are new to qdrant and are looking to get started quickly. It uses Quora Question Pair dataset to quickly build a search engine. A detailed guide to the code in a medium article is also linked in the code. There is no existing example in the repository that is using qdrant this straight-forward so it makes sense to add an example that shows simplest and easiest way to create a practical search engine. Here are the links to the work that has been done in this example
Medium Article: https://medium.com/@raoarmaghanshakir040/build-a-search-engine-in-5-minutes-using-qdrant-f43df4fbe8d1
Kaggle Code: https://www.kaggle.com/code/sacrum/quora-search-engine-using-qdrant

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Is the notebook and Python script logically identical? If yes, we should only retain one of those.

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Is the notebook and Python script logically identical? If yes, we should only retain one of those.

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geetu040 commented Mar 4, 2024

Understood, I'll make the changes

Is the notebook and Python script logically identical? If yes, we should only retain one of those.

Yes, I'll remove the Python script

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Looks good to me!

@NirantK NirantK requested a review from davidmyriel March 28, 2024 11:17
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NirantK commented Mar 28, 2024

Request your review @davidmyriel since I'm not sure if there are specific guidelines or requirements for adding an example. I've checked the notebook, README, code organisation for hygiene and skimmed enough of the notebook to believe that it's correct.

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Hi @davidmyriel, can you please review this PR?

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