SLIM Pyramids
Progressive Semantic Compression Layer
AI-native · Token-efficient · Deterministic
Web Content for AI Agents
Transform any webpage into structured, token-efficient formats optimized for LLMs.
Full Scrape, All Levels
Enter any URL to get a full L9 scrape. See token savings for all 10 levels and choose the right detail level for your AI agent.
Basic
Minimal metadata, title, and URL extraction for quick indexing.
Indexing
Key entities, topics, and structured summaries for search optimization.
Content
Full text extraction with semantic structure preserved.
Structure
Complete DOM hierarchy with relationships and context.
Media
Images, videos, and rich media with full metadata.
10 Detail Levels
Choose the right granularity for your AI agent.
95%+ Token Savings
Dramatically reduce context window usage.
Structured Output
JSON-ready format for immediate processing.
Full Scrape
Complete page content in one request.
Other features
Smarter searches
Get information the way you prefer. Search text, images, videos, or news articles.
Easy to use
Use tabs, autocomplete, the search bar, and bookmarks to easily navigate the web.
Customize it
It's easy to set your browsing preferences and colors.
How It Works
Three simple steps to transform web content for your AI workflows.
Enter URL
Paste any webpage URL - articles, documentation, social posts, videos.
SWR Processing
Our protocol extracts and structures content at your chosen detail level.
AI-Ready Output
Get clean, token-efficient JSON ready for your LLM or AI agent.
Built for AI Workflows
SLIM Pyramids transforms web content into the perfect format for modern AI applications.
AI Agents
Feed structured web data directly to your autonomous agents.
RAG Pipelines
Perfect for retrieval-augmented generation workflows.
Content Analysis
Extract insights from articles, docs, and social media.
SWR Protocol v2.0 · Part of the SLIM Ecosystem
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