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Batch Folder Processing (Ultra Elite)

Exclusive to Ultra Elite users, the batch processing capability allows Coral AI to digest entire directories of documents simultaneously.

Core Architecture

How It Works Under The Hood

The Batch Folder Processing (Ultra Elite) 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.

Multi-File Queuing

Read 20 PDFs in the Downloads folder without opening them manually.

Cross-Document Synthesis

Compare financial statements from 2024 and 2025 across two different files.

Literature Review

Synthesize data from multiple research papers into one cohesive thesis.

Bulk Metadata Extraction

Extract specific entities (like names or invoice totals) from 100 receipts at once.

Diagnostics

Execution Trace

~ > coral execute --module batch-folder-processing --verbose
0.00ms [INFO] Initializing C++ memory hooks... OK
2.14ms [INFO] Bypassing UI thread restrictions... OK
5.89ms [INFO] Allocating vector buffer for LLM context...
8.22ms [WARN] Elevating privileges to Admin ring...
14.01ms >>> Execution payload delivered successfully.

Technical Specs

  • Latency< 15ms
  • RuntimeC++ / Py 3.11
  • PrivilegeRing 3 / Admin
  • Offline ModeRequires Internet

Agentic Integration

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.