Skip to content
All tags

#pdf

2 posts

The Deterministic Extraction Layer: Solve 80% of Your PDFs With No Model At All

Digital-native PDFs already contain readable text — what's missing is structure, and heuristics can recover it. PyMuPDF, pdfplumber, pypdf, and Tika do this with zero GPU and zero inference cost. The biggest selection trap isn't accuracy; it's PyMuPDF's AGPL-3.0 license.

ai guide

OpenClaw Tools (Part 4): TTS, PDF, Lobster, and MCP

TTS supports three providers — ElevenLabs, Microsoft, and OpenAI. PDF has native and extraction modes. Lobster is a deterministic workflow runtime. MCP enables external tool integration.