Fuzzy Match
By 0CodeKitMake
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Zapier
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n8n
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Find Fuzzy Matches in Make, Zapier & n8n
The AI-powered Fuzzy Match API uses advanced language models to deliver highly accurate and intelligent fuzzy matching between a single query string and a customizable list of target strings. This next-generation endpoint understands context, synonyms, and natural language variations.
Key Features
- AI-Driven Accuracy: Leverages a powerful LLM to find the closest matches, even when queries contain typos, alternate spellings, or natural language variations.
- Semantic Understanding: Goes beyond basic text comparison by using context information, ensuring relevant and meaningful results for complex or ambiguous queries.
- Flexible Result Options: Specify exactly how many top matches to return, from just the closest match to a ranked list of best-fit candidates.
- Domain Adaptability: Provide contextual hints (e.g., "names of people," "company names," "product SKUs") for even smarter, domain-specific matching.
Use Cases
- Intelligent Search Autocomplete: Offer highly relevant suggestions in search bars, even when users mistype or use synonyms.
- Contact & Entity Resolution: Map user-entered names, places, or products to standardized database entries, improving data consistency and user experience.
- Data Integration & Cleansing: Match messy, inconsistent, or variant records during data migration and deduplication projects.
- Customer Support Bots: Recognize similar customer queries or product mentions, enabling smarter, more helpful automated responses.
With the Fuzzy Match endpoint, you can rapidly and reliably connect user queries or unstructured text to the most relevant items in your data.
Benefits of the Fuzzy Match Endpoint
What’s a Rich Text element?
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
Static and dynamic content editing
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
How to customize formatting for each rich text
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
What’s a Rich Text element?
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
Static and dynamic content editing
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
How to customize formatting for each rich text
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
- sdf;hgm
- clkbm
Made Easier with 0CodeKit
What’s a Rich Text element?
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
Static and dynamic content editing
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
How to customize formatting for each rich text
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
What’s a Rich Text element?
The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.
Static and dynamic content editing
A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!
How to customize formatting for each rich text
Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.
- sdf;hgm
- clkbm
FAQ
- How to
Prepare Your Data – Define your query string and a target list of strings to compare it against.
Send the Request – Make a request with your query and target list.
AI Processing – The endpoint analyzes the query string and evaluates its similarity to each item in the target list.
Receive Matches – The API returns a list of the closest matches, sorted by relevance.
Learn more - Learn How-To Start with 0-CodeKit
- Search Optimization – Deliver better results in search engines or internal databases by handling user typos or alternate spellings.
- Data Deduplication – Identify and merge duplicate records in datasets with slightly differing names or details.
- Customer Support – Match customer queries to the correct entries in your system, even with errors or incomplete information.
- Recommendation Systems – Suggest the most relevant options when exact matches are unavailable.
- Localization – Match strings across different languages or cultural variations.
Get Started - Summary
This endpoint is your go-to solution for finding approximate matches between strings. With its AI-powered capabilities, it handles the challenges of typos, alternate spellings, and vague input, delivering accurate results every time.
- API Documentation
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