In-depth release notes, system architecture teardowns, RAG write-ups, and local AI research strategies.
A deep dive into how ResearchMind combines SQLite FTS5, ChromaDB dense embeddings, and cross-encoder reranking for precision recall.
Learn how to query your library with strict evidence verification to eliminate LLM hallucinations in academic manuscripts.
Step-by-step workflow for screening hundreds of papers, extracting methodologies, and generating BibTeX evidence tables.
Exploring OCR support for scanned PDF manuscripts, zero-copy Zotero database sync, and multi-core indexing optimizations.
Intellectual property protection, institutional IRB compliance, and why researchers need offline AI independence.
Introducing evidence-only mode, AI peer review critique assistant, and foundational citation graph visualizations.
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