Articles by tag: pdf-parsing

Link Verification in Science with ML

Automatic PDF Bibliography Check System: parsing, DOI validation, ML credibility assessment. For developers and reviewers — learn the pipeline and challenges. Implement it yourself.

PageIndex in RAG: replacement for vector search

Analysis of PageIndex for RAG without embeddings: pros, cons, local launch on Ollama. Testing on PDF, accuracy 69% with qwen3:14b. Setup instructions for developers.