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Rag Framework Scraper API

The Rag Framework Scraper API unlocks reliable web data extraction for retrieval-augmented generation systems. This API provides structured JSON outputs from diverse sources, handling anti-bot defenses and rate limits seamlessly. Developers can integrate it quickly to fuel RAG frameworks with fresh, accurate datasets for enhanced LLM performance.

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What Can You Build With Rag Framework Scraper API Scraper?

Build dynamic knowledge bases for Rag Framework applications by scraping search results and category lists. Create sentiment analysis tools using reviews, comments, and engagement metrics. Develop competitive intelligence platforms tracking product details, pricing history, and seller information to power real-time RAG queries and recommendations.

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Structured JSON Output

Receive clean, parseable JSON datasets optimized for Rag Framework ingestion, including fields like text content, metadata, and timestamps for seamless vector database loading.

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Anti-Blocking Technology

Advanced proxies and browser fingerprinting ensure uninterrupted scraping, delivering real-time data for Rag Framework without CAPTCHAs or IP bans.

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Scalable Async Requests

Handle thousands of concurrent requests with Python or Node.js SDKs, perfect for building large-scale Rag Framework datasets efficiently.

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High Accuracy Parsing

AI-powered extraction guarantees 99% data fidelity across user profiles, products, and reviews, ready for Rag Framework processing.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

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Available Rag Framework Scraper API Scrapers

Access the most commonly used Rag Framework Scraper API data types — fully structured, consistently formatted, and production-ready.

Rag Framework User Profiles Scraper

Extract detailed user profiles and bios for enriching Rag Framework knowledge graphs with social insights.

Scraping method:
  • username
  • bio
  • profile_image
  • followers_count
  • following_count
  • location
  • join_date

Rag Framework Product Details Scraper

Pull product details including ASIN, pricing, and variants to build comprehensive Rag Framework catalogs.

Scraping method:
  • asin
  • title
  • price
  • variants
  • description
  • images
  • availability

Rag Framework Reviews Scraper

Gather reviews with verified purchase status for sentiment datasets in Rag Framework applications.

Scraping method:
  • review_id
  • rating
  • text
  • verified_purchase
  • reviewer_name
  • date
  • title

Rag Framework Search Results Scraper

Scrape keyword search results and rankings to inform Rag Framework query optimization.

Scraping method:
  • keyword
  • position
  • title
  • url
  • snippet
  • organic_results_count

Rag Framework Comments Scraper

Capture threaded comments and replies for conversational datasets in Rag Framework systems.

Scraping method:
  • comment_id
  • text
  • author
  • replies
  • likes
  • timestamp
  • parent_id

Rag Framework Engagement Metrics Scraper

Collect likes, shares, and views to analyze trends for Rag Framework analytics.

Scraping method:
  • post_id
  • likes
  • shares
  • views
  • comments_count
  • engagement_rate

Rag Framework Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate the Rag Framework Scraper API via simple REST endpoints for full programmatic control.

  • XCrawl
    Python SDK Support
    Use our official Python client for async requests, perfect for Rag Framework data pipelines.
  • XCrawl
    Node.js Compatibility
    Leverage Node.js wrappers for high-throughput scraping in serverless Rag Framework environments.
  • XCrawl
    Custom Parameters
    Fine-tune scrapers with geo-targeting, delays, and selectors for precise Rag Framework datasets.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the intuitive dashboard to configure and run scrapers without writing code.

  • XCrawl
    Visual Selector Tool
    Point-and-click to define data fields for easy Rag Framework dataset creation.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrapes to keep Rag Framework data fresh.
  • XCrawl
    CSV/JSON Exports
    Download results directly in formats ready for Rag Framework vector stores.

Code examples

Retrieve Rag Framework Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Rag Framework Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

Smart Verification Automation

Automatic retries and intelligent verification processing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

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24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

5.0

The Rag Framework Scraper API transformed our dataset pipeline – fast, accurate scraping for RAG models with zero blocks.

Alex Rivera
Alex Rivera
ML Engineer
4.9

Easy integration and high-quality JSON output made building our Rag Framework knowledge base effortless.

Sarah Chen
Sarah Chen
Data Scientist
5.0

Scraping user profiles and comments for Rag Framework has never been smoother – love the Python SDK.

Mike Patel
Mike Patel
Backend Developer
4.8

Real-time pricing data powers our Rag Framework recommendations perfectly, with unbeatable reliability.

Emma Lopez
Emma Lopez
Product Manager
5.0

Structured datasets from reviews elevated our Rag Framework accuracy – highly recommend.

David Kim
David Kim
AI Researcher
4.9

Scales flawlessly for Rag Framework projects; no more proxy hassles or data loss.

Lisa Wong
Lisa Wong
DevOps Lead
5.0

Quick setup and precise engagement metrics scraping boosted our Rag Framework analytics.

Tom Bradley
Tom Bradley
Full-Stack Developer
4.7

The Rag Framework Scraper API delivers search results datasets that drive our SEO tools.

Nina Gupta
Nina Gupta
Growth Hacker
5.0

Enterprise-grade for Rag Framework – handles volume and complexity with ease.

Carlos Ruiz
Carlos Ruiz
CTO
4.9

Comments and media URLs scraped perfectly for our Rag Framework content moderation.

Rachel Lee
Rachel Lee
Data Analyst
5.0

The Rag Framework Scraper API transformed our dataset pipeline – fast, accurate scraping for RAG models with zero blocks.

Alex Rivera
Alex Rivera
ML Engineer
4.9

Easy integration and high-quality JSON output made building our Rag Framework knowledge base effortless.

Sarah Chen
Sarah Chen
Data Scientist
5.0

Scraping user profiles and comments for Rag Framework has never been smoother – love the Python SDK.

Mike Patel
Mike Patel
Backend Developer
4.8

Real-time pricing data powers our Rag Framework recommendations perfectly, with unbeatable reliability.

Emma Lopez
Emma Lopez
Product Manager
5.0

Structured datasets from reviews elevated our Rag Framework accuracy – highly recommend.

David Kim
David Kim
AI Researcher
4.9

Scales flawlessly for Rag Framework projects; no more proxy hassles or data loss.

Lisa Wong
Lisa Wong
DevOps Lead
5.0

Quick setup and precise engagement metrics scraping boosted our Rag Framework analytics.

Tom Bradley
Tom Bradley
Full-Stack Developer
4.7

The Rag Framework Scraper API delivers search results datasets that drive our SEO tools.

Nina Gupta
Nina Gupta
Growth Hacker
5.0

Enterprise-grade for Rag Framework – handles volume and complexity with ease.

Carlos Ruiz
Carlos Ruiz
CTO
4.9

Comments and media URLs scraped perfectly for our Rag Framework content moderation.

Rachel Lee
Rachel Lee
Data Analyst
5.0

The Rag Framework Scraper API transformed our dataset pipeline – fast, accurate scraping for RAG models with zero blocks.

Alex Rivera
Alex Rivera
ML Engineer
4.9

Easy integration and high-quality JSON output made building our Rag Framework knowledge base effortless.

Sarah Chen
Sarah Chen
Data Scientist
5.0

Scraping user profiles and comments for Rag Framework has never been smoother – love the Python SDK.

Mike Patel
Mike Patel
Backend Developer
4.8

Real-time pricing data powers our Rag Framework recommendations perfectly, with unbeatable reliability.

Emma Lopez
Emma Lopez
Product Manager
5.0

Structured datasets from reviews elevated our Rag Framework accuracy – highly recommend.

David Kim
David Kim
AI Researcher
4.9

Scales flawlessly for Rag Framework projects; no more proxy hassles or data loss.

Lisa Wong
Lisa Wong
DevOps Lead
5.0

Quick setup and precise engagement metrics scraping boosted our Rag Framework analytics.

Tom Bradley
Tom Bradley
Full-Stack Developer
4.7

The Rag Framework Scraper API delivers search results datasets that drive our SEO tools.

Nina Gupta
Nina Gupta
Growth Hacker
5.0

Enterprise-grade for Rag Framework – handles volume and complexity with ease.

Carlos Ruiz
Carlos Ruiz
CTO
4.9

Comments and media URLs scraped perfectly for our Rag Framework content moderation.

Rachel Lee
Rachel Lee
Data Analyst
5.0

The Rag Framework Scraper API transformed our dataset pipeline – fast, accurate scraping for RAG models with zero blocks.

Alex Rivera
Alex Rivera
ML Engineer
4.9

Easy integration and high-quality JSON output made building our Rag Framework knowledge base effortless.

Sarah Chen
Sarah Chen
Data Scientist
5.0

Scraping user profiles and comments for Rag Framework has never been smoother – love the Python SDK.

Mike Patel
Mike Patel
Backend Developer
4.8

Real-time pricing data powers our Rag Framework recommendations perfectly, with unbeatable reliability.

Emma Lopez
Emma Lopez
Product Manager
5.0

Structured datasets from reviews elevated our Rag Framework accuracy – highly recommend.

David Kim
David Kim
AI Researcher
4.9

Scales flawlessly for Rag Framework projects; no more proxy hassles or data loss.

Lisa Wong
Lisa Wong
DevOps Lead
5.0

Quick setup and precise engagement metrics scraping boosted our Rag Framework analytics.

Tom Bradley
Tom Bradley
Full-Stack Developer
4.7

The Rag Framework Scraper API delivers search results datasets that drive our SEO tools.

Nina Gupta
Nina Gupta
Growth Hacker
5.0

Enterprise-grade for Rag Framework – handles volume and complexity with ease.

Carlos Ruiz
Carlos Ruiz
CTO
4.9

Comments and media URLs scraped perfectly for our Rag Framework content moderation.

Rachel Lee
Rachel Lee
Data Analyst
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

What is the architecture of the Rag Framework Scraper API?
The Rag Framework Scraper API uses distributed headless browsers with proxy pools and ML parsing to deliver structured JSON, optimized for RAG pipelines.
What is the pricing model for the Rag Framework Scraper API?
Pay-per-result CPM starting at $0.001, scaled by data volume and complexity. Free tier for testing Rag Framework integrations.
What data coverage and rate limits does the Rag Framework Scraper API offer?
Full coverage of public web data with real-time updates; rate limits adapt to site policies, up to 10k requests/min for premium plans.
Is the Rag Framework Scraper API legal and compliant?
Yes, it scrapes only public data respecting robots.txt and ToS, with ethical guidelines for Rag Framework use cases.
How to integrate the Rag Framework Scraper API with Python or Node.js?
Use our SDKs: pip install xcrawl-rag, then simple async calls. Full docs for Rag Framework workflows.

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