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Agenty solution

Web datasets prepared for AI and machine learning

Create domain-specific datasets from public web sources for model training, retrieval and evaluation. Agenty handles collection, cleaning, normalization and recurring refreshes.

  • Domain-specific web datasets
  • Cleaning and normalization
  • Human-reviewed quality controls
  • Ongoing refresh pipelines
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4.7 out of 5

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Core capabilities

How Agenty delivers data for ai and machine learning

Build fresh, domain-specific training datasets with extraction, normalization, deduplication and quality review.

Custom collection interface for Data for AI and machine learning

01

Custom collection

Define sources, fields, languages, categories and volumes around your model objectives.

Dataset preparation interface for Data for AI and machine learning

02

Dataset preparation

Normalize schemas, deduplicate records and apply custom transformation logic.

Repeatable pipelines interface for Data for AI and machine learning

03

Repeatable pipelines

Schedule new collection runs to keep retrieval indexes and models current.

Product tour

Data for AI and machine learning, from setup to delivery

Configure sources, run extraction, review structured results, clean records and integrate delivery through one workflow.

cloud.agenty.com/agents/input
Agenty web scraping agent input settings with a list of manual URLs for batch crawling

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Batch URL input for large-scale scraping

Feed thousands of URLs manually, from a list or a sitemap and let our managed agents crawl them on your schedule.

cloud.agenty.com/agents/result
Agenty scraping job result table showing extracted url, title, points, date and comments columns

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Structured results, ready to export

Every job returns clean, tabular data you can download as JSON or CSV, or pull straight from the API.

cloud.agenty.com/agents/config
Agenty enterprise scraping agent configuration panel showing schedule, proxy region and retry policy settings

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Granular agent configuration

Tune schedules, proxy regions, retry policies and robots.txt handling for every enterprise scraping agent.

cloud.agenty.com/agents/script
Code editor showing a post-processing script that cleans, deduplicates and normalizes scraped records

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Post-process & cleanup scripts

Run custom scripts to remove null rows, normalize URLs, deduplicate records and prepare clean data for downstream systems.

cloud.agenty.com/agents/api
Agenty enterprise API documentation showing a REST endpoint, JSON response and data pipeline integrations

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Enterprise-ready API

Pull structured results programmatically via REST, with webhooks, rate limits and direct exports to your data warehouse.

Business outcomes

Where this solution fits

NLP and text analytics

Collect focused text for sentiment analysis, entity recognition and classification models.

Product categorization

Train models to classify products using large-scale ecommerce attributes and descriptions.

Price prediction models

Combine historical prices, product attributes and market signals for forecasting.

Recommendation engines

Prepare structured catalog and content datasets for relevant product and content suggestions.

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Related web data solutions

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Web scraping agent

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  • Custom web scraping at scale
  • Real-time price monitoring
  • LLM training data curation
  • Structured JSON & CSV exports
  • Anti-bot bypass built-in
  • 99.9% uptime SLA

Get a free sample dataset from any website before you commit.