AI Filter & Rank Any Dataset
Pricing
from $4.00 / 1,000 record analyseds
Semantic filtering and ranking with source-grounded AI evidence. ChevetAI Qwen is primary, with a DeepSeek fallback when needed; unsupported or incomplete required AI work fails without success output.
You can access the AI Filter & Rank Any Dataset programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "criteria": "Find independent dental practices that appear to be real clinics rather than chains or suppliers. Prioritize practices whose website indicates potential need for modernization.",10 "inlineItems": [11 {12 "name": "Oakfield Family Dental Care",13 "category": "Dental Clinic",14 "description": "Example independent family-run dental practice in Bristol. Its website was last refreshed in 2014 and asks patients to call to book appointments.",15 },16 {17 "name": "Harbour Street Dentistry",18 "category": "Dental Clinic",19 "description": "Example owner-operated general dental clinic in Portsmouth. The practice has no online booking and an outdated mobile website.",20 },21 {22 "name": "Willow Grove Dental",23 "category": "Dental Clinic",24 "description": "Example independent two-dentist practice serving local families. Its site advertises paper forms and telephone-only appointment requests.",25 },26 {27 "name": "Apex Dental Supplies",28 "category": "Medical Equipment Supplier",29 "description": "Example wholesale distributor of dental instruments and sterilization equipment.",30 },31 {32 "name": "SmileCo UK",33 "category": "Dental Chain",34 "description": "Example national chain of dental practices with centralised branding and online booking.",35 },36 {37 "name": "BrightLab Prosthetics",38 "category": "Dental Laboratory",39 "description": "Example dental laboratory manufacturing crowns and dentures for clinics.",40 },41 {42 "name": "Northside Orthodontics Group",43 "category": "Dental Chain",44 "description": "Example multi-site orthodontic group operated by a regional healthcare company.",45 },46 {47 "name": "Cedar Veterinary Surgery",48 "category": "Veterinary Clinic",49 "description": "Example independent veterinary practice for companion animals.",50 },51 {52 "name": "Pearl Dental Marketing",53 "category": "Marketing Agency",54 "description": "Example agency that builds websites and advertising campaigns for dentists.",55 },56 {57 "name": "City Centre Dental School",58 "category": "University Clinic",59 "description": "Example teaching clinic operated by a university dental school.",60 },61 {62 "name": "Moorland Dental Practice",63 "category": "Dental Clinic",64 "description": "Example local private dental clinic that uses current online booking, a modern responsive site, and automated reminders.",65 },66 {67 "name": "DentalPlan Insurance",68 "category": "Insurance Provider",69 "description": "Example provider of dental insurance and membership plans.",70 },71 {72 "name": "Riverside Oral Health",73 "category": "Dental Clinic",74 "description": "Example independent oral-health clinic with a recently redesigned website and online patient portal.",75 },76 {77 "name": "Precision Imaging Centre",78 "category": "Diagnostic Imaging",79 "description": "Example radiology provider offering CBCT scans to dental practices.",80 },81 {82 "name": "Greenhill Family Dentistry",83 "category": "Dental Clinic",84 "description": "Example locally owned family dental practice. The website has broken contact forms and says new patients must download and post a PDF form.",85 },86 {87 "name": "National Dental Association",88 "category": "Professional Association",89 "description": "Example membership body for dental professionals.",90 },91 {92 "name": "Whitebridge Implant Centre",93 "category": "Dental Clinic",94 "description": "Example specialist implant clinic owned by a national healthcare group with a modern booking system.",95 },96 {97 "name": "ClinicOS Software",98 "category": "Software Vendor",99 "description": "Example provider of practice-management software for dentists.",100 },101 {102 "name": "Old Mill Dental Care",103 "category": "Dental Clinic",104 "description": "Example independent rural dental practice. Its website lists fax as the preferred contact method and has no mobile layout or online appointments.",105 },106 {107 "name": "Bristol Dental Recruitment",108 "category": "Recruitment Agency",109 "description": "Example recruiter specialising in dental nurses and hygienists.",110 },111 ],112}113
114# Run the Actor and wait for it to finish115run = client.actor("oscar.smith-owner/chevet-semantic-filter-ranker").call(run_input=run_input)116
117# Fetch and print Actor results from the run's dataset (if there are any)118print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")119for item in client.dataset(run.default_dataset_id).iterate_items():120 print(item)121
122# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use AI Filter & Rank Any Dataset API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: