The `search_web` and `scrape_url` tools form the backbone of the research agent.
Core Architecture
How It Works Under The Hood
The Autonomous Web Scraping & Synthesis module is built on a highly optimized C++ and Python bridge. By bypassing standard Windows UI restrictions, Coral AI directly interfaces with system memory, native Win32 APIs, and DOM structures to achieve near-zero latency execution.
Parallel Queries
Executes multiple Google searches simultaneously to gather diverse sources.
Ad-Free Text Extraction
Scrapes the raw HTML and strips out popups, ads, and cookies to read pure text.
Data Synthesis
Merges conflicting statistics from different articles into a cohesive, balanced summary.
Deep Paging
Will click 'Next Page' or navigate through paginated articles autonomously.
This module does not operate in isolation. It is dynamically invoked by the Coral PlannerAgent via JSON-RPC, allowing it to be chained endlessly with vision and memory modules.