Repository Index

Unified framework for building enterprise RAG pipelines with small, specialized models

• parsing
• retrieval-augmented-generation
• agents
• generative-ai-tools

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

• academia
• arxiv
• brave
• deep-research