Transform dense articles into high-signal takeaways in three simple steps.
1
Input URL
Paste any article URL or share directly from your browser. Our engine extracts the primary body text while bypassing popups and noise.
2
AI Distillation
High-performance NLP models process essential arguments, factual evidence, and nuance while filtering fluff and clickbait.
3
Key Takeaways
Receive clear bullet points and a structured “Why It Matters” brief in seconds, ready to read, bookmark, or share.
🚀Capabilities
Features & Supported Content
Distillation tools tailored for every type of reading material.
Tech Articles
Condense architecture breakdowns, documentation, and dev blogs into key insights.
Research Papers
Upload PDFs or preprint links to quickly digest methodologies, abstracts, and conclusions.
News & Media
Extract objective, factual developments from daily news posts without editorial padding.
Newsletters
Scan long-form Substack, Medium, and email digest posts for core takeaways in seconds.
Distillation algorithms preserving original facts
Automatic noise and distraction removal
Sub-second cached retrieval at the edge
📋Sample Outputs
Real-World Distillation Examples
Review static output samples demonstrating factual fidelity, structure, and noise removal across diverse document types.
Research PaperarXiv:2403.01182
Attention Is Not All You Need: Sub-Quadratic State Space Models in Edge NLP
Proposes selective state space layers reducing transformer attention memory scaling from O(N²) to O(N) tokens.
Achieves 4.2× throughput speedup on low-power edge accelerators without loss of perplexity on 100k context windows.
Demonstrates effective zero-shot recall on structured synthetic needle-in-a-haystack multi-turn benchmarks.
Replaces dense quadratic query-key projections with hardware-aligned hardware scan primitives.
Why It MattersEnables enterprise-grade summarization directly on client hardware, eliminating cloud latency and GPU cluster costs.
SEC Form 10-KEDGAR Q4 Report
Apex Cloud Infrastructure, Inc. — Annual Risk Factors & Capital Expenditure
CapEx raised by 34% YoY ($4.1B) dedicated to high-bandwidth optical interconnects and power delivery.
Operating margins contracted 180 bps due to accelerated depreciation schedules for legacy hosting nodes.
Customer retention in mission-critical workloads maintained above 98.4% net revenue retention.
Flagged sovereign data localization statutes across the EU as potential headwinds for cross-border training.
Why It MattersSignals heavy infrastructure capital reallocation toward AI clusters while highlighting sovereign regulatory risks.
Policy ReleaseGlobal Tech Bureau
International Telecom Union Standardizes Open Clean-Web Extraction Protocols
Ratifies formal JSON schema definitions for autonomous web content scrapers and readability extractors.
Mandates semantic declarations in web headers to differentiate bot extraction requests from human viewers.
Limits aggressive anti-scraping fingerprinting challenges on open-access academic and government portals.
Introduces standardized rate-limit negotiation tokens to alleviate server strain during index sweeps.
Why It MattersReduces legal and technical friction for autonomous agents accessing publicly funded research and public notices.
⚙️Engineering
Architecture & Extraction Methodology
How PeelitNow isolates factual core content, protects infrastructure, and controls latency.
1. DOM Cleansing Pipeline
Raw HTML undergoes strict parsing via algorithms derived from Mozilla Readability and JSDOM. Unnecessary elements—such as interactive tracking pixels, advertisement slots, cookie disclaimers, global nav bars, and sponsored sidebars—are excised before text extraction. The algorithm preserves document hierarchy, including headings, code snippets, and semantic paragraphs, while discarding repetitive DOM nodes.
2. Hardened SSRF Network Shields
Target URLs pass rigorous security controls prior to dispatch. Requests resolve DNS addresses through isolated resolvers to reject non-public IP spaces (RFC 1918, RFC 3927 loopback, link-local, and AWS metadata endpoints like 169.254.169.254). Strict protocols (HTTP/HTTPS only), strict redirect ceilings (maximum 3 hops), and automated connection timeouts guarantee zero network leakage and defeat Server-Side Request Forgery attempts.
3. Token Constraints & Inference
Extracted text is tokenized and bounded to maintain high signal-to-noise ratios. By pruning boilerplate, our Amazon Bedrock Nova Micro inference layer consumes only substantive discourse. Prompt templates enforce factual grounding, disallow speculative extrapolation, and mandate strict 4-bullet distillations accompanied by an actionable summary statement. Edge caching in DynamoDB prevents redundant API invocations for identical URLs.
RFC 1918 Address Filtering Readability DOM Pruning Amazon Bedrock Nova Micro Engine Sub-Second Edge Caching
❓FAQ
Frequently Asked Questions
Technical details on privacy standards, extraction mechanics, file limits, and fair usage.
How does PeelitNow protect user privacy and handle submitted URLs?
We do not sell user data, train foundational models on submitted inputs, or construct persistent browsing profiles. Submitted links are fetched anonymously via stateless serverless workers. Output summaries are retained in encrypted cache strictly to serve repeat requests efficiently without re-scraping target hosts.
How does the DOM extraction engine remove ads and clickbait?
Our extraction layer executes DOM tree normalization using algorithms adapted from Mozilla Readability. It analyzes text-to-tag ratios, element class names, and tag density to strip navigation headers, footer links, marketing modals, popups, and advertisement placeholders, forwarding only high-density editorial paragraphs to the summarizer.
What are the maximum file sizes and supported document types?
PeelitNow processes public HTTP/HTTPS URLs (blogs, news publications, technical documentation) and PDF files up to 10 MB. For documents exceeding standard single-pass token budgets, our pre-processor chunks content into logical semantic sections to preserve context and accuracy.
How do you prevent Server-Side Request Forgery (SSRF) and malicious attacks?
Every inbound URL undergoes pre-flight host validation. The server resolves hostnames to verify that destination IP addresses do not belong to loopback (127.0.0.0/8), private (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16), or cloud metadata networks (169.254.169.254). Any request attempting to resolve internal resources is immediately rejected.
How are hallucinations and factual inaccuracies mitigated?
Our system prompt instructs the underlying inference engine to act strictly as an extractive and condensing parser. Speculation, exterior background knowledge insertion, and editorial commentary are programmatically prohibited. Every summary includes a verified link back to the primary source for fast cross-referencing.
Can PeelitNow summarize paywalled or password-protected content?
PeelitNow does not bypass paywalls, execute unauthorized credential sharing, or circumvent login authentication systems. If an article requires subscriber credentials or returns an HTTP 401/403 barrier, our crawler reports that the source document is inaccessible.
What are the free rate limits and quota resets?
Anonymous and free-tier users receive a rolling rate limit to ensure equal compute availability across all visitors. When a limit threshold is reached, an interactive countdown timer displays the exact time remaining before the quota refreshes.
How long are cached results stored in the system?
Cached summaries are maintained via an automated Time-To-Live (TTL) configuration in AWS DynamoDB for up to 30 days. This avoids duplicate model calls and speeds up delivery to under 500ms for popular articles.
Is PeelitNow available as a browser extension?
Yes! We maintain an official Chromium browser extension that allows users to peel any open tab with one click. It uses the same lightweight backend API and respects your session history.
How can I reach support or report an extraction issue?
For questions, feedback, or bug reports, email our engineering team directly at support@peelitnow.com or submit an inquiry through our Contact page.