Dicklesworthstone/swiss_army_llama

Provides multi-format document ingestion (PDFs with OCR, Word docs, images, audio via Whisper transcription) with sentence-level embeddings cached in SQLite, eliminating redundant computation. Advanced semantic search combines FAISS cosine similarity filtering with sophisticated rank-correlation measures (Spearman's rho, Kendall's tau, Hoeffding's D) via a custom Rust library for refined result ranking. Supports multiple embedding pooling strategies (mean, SVD, ICA, factor analysis) to handle variable-length inputs and includes grammar-constrained text generation endpoints.

1,048 stars. No commits in the last 6 months.