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"Add ML-Based Recommendations for Related Products Based on User Selections" #199

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Renukanarayan
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Description:

This PR transforms the search feature by implementing ML-based recommendations. Previously, search results only displayed items that matched the beginning letters of the query. Now, with ML integration, search results suggest related products based on user selection, item type, and category, creating a more personalized experience.

Highlights
Enhanced Search: Upgrades search from exact matches to ML-driven recommendations.
Relevant Suggestions: Provides related products to improve user engagement and discovery.
gssoc-ext, hacktoberfest-accepted, Level 3
Issue Reference: #137 opened by @Renukanarayan

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vercel bot commented Nov 9, 2024

@Renukanarayan is attempting to deploy a commit to the minavkaria's projects Team on Vercel.

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@MinavKaria MinavKaria left a comment

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Welcome to Our repository, @Renukanarayan! 🎊 Thank you so much for taking the time to point this out.

@Renukanarayan
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This PR transforms the search feature by implementing ML-based recommendations. Previously, search results only displayed items that matched the beginning letters of the query. Now, with ML integration, search results suggest related products based on user selection, item type, and category, creating a more personalized experience.

@Renukanarayan
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How to run the recommendation search engine:
1.Navigate to recommendation_service
2.install needed libraries
Command:- pip install Flask flask-cors pandas scikit-learn
3. Run the file
Command:- python recommendation_service.py

@MinavKaria
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@Renukanarayan I'll review the code soon and let you know in few days

@MinavKaria
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@Renukanarayan Sorry Contributor, We aren't using the python backend as of now, Thank you for your contribution. Feel free to open a new issue if you find any.

@MinavKaria MinavKaria closed this Nov 27, 2024
@Renukanarayan
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As of until,you used python right can I know what key changes made and other languages you get involved with

@MinavKaria
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@Renukanarayan Hey contributor , currently the whole project is working on MERN stack , I'll contact you if we'll need any help in python development.

@Renukanarayan
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Renukanarayan commented Nov 28, 2024 via email

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2 participants