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I will build an ai tool to match similar products across CSV files
Kenneth
About this gig
Need to match similar products across supplier catalogs?
I will help you compare product names and descriptions across CSV files using AI-powered semantic similarity.
Unlike simple exact-text matching, semantic matching can identify products with similar meanings even when their wording differs. This can help online sellers, ecommerce businesses, and researchers organize product catalogs and find potential matches faster.
What you'll receive:
- AI-powered similarity matching for product names and descriptions
- A similarity score for each potential match
- A CSV report of candidate matches
- Identification of unmatched or uncertain products, depending on the package
- A reusable Python tool and setup instructions with the Premium package
How it works:
- You provide your CSV files and identify the columns containing product information.
- The tool compares product descriptions using Google's EmbeddingGemma embedding model.
- It ranks potential matches and exports the results to CSV.
Important notes:
- Similarity scores indicate how closely two descriptions relate; they do not guarantee that products are identical.
- Results may require human review, especially for products with different specifications
Get to know Kenneth
Kenneth
Coder I Programmer
- FromPhilippines
- Member sinceJun 2021
- Avg. response time3 hours
- Last delivery1 week
Languages
English, Tagalog
I'm a Computer Science student and software developer specializing in C++, game modding, reverse engineering, and DLL development. I build custom mods, trainers, and gameplay features for single-player and offline games, ranging from simple memory modifications and hooks to advanced systems involving pattern scanning, dynamic data, automation, algorithms, and custom logic.
I focus on writing clean, maintainable code and delivering solutions that match the specific requirements of each project.
FAQ
What types of files do you accept?
I primarily work with CSV files containing product names, descriptions, SKUs, or other product attributes. Please contact me first if you need Excel files or other formats supported.
How does AI product matching work?
The tool compares product names and descriptions to identify potentially similar products, even when their wording differs. It ranks candidate matches and exports the results into a CSV report for easier review.
Are the matching results guaranteed to be accurate?
No automated matching tool can guarantee that two similar descriptions refer to identical products. Similarity scores help identify candidates, but differences in model numbers, sizes, specifications, or other attributes may require manual verification.
Do I need an API key or paid AI subscription?
The planned standard tool is designed to run locally without requiring a paid AI API subscription. A compatible Python environment, sufficient disk space, and suitable computer hardware may be required.
Can you match large product catalogs?
Yes, depending on the package you select. Each package has a product-row limit. If you have a large catalog or multiple files, please contact me before ordering so I can confirm the scope.
Can you customize the tool for my business?
Customization may be possible depending on your requirements and selected package. Please share a sample of your CSV files, the columns you want compared, and an example of the results you expect. I will review the requirements before confirming the order.
