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local-llm

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A fully offline NLP pipeline for extracting, chunking, embedding, querying, summarizing, and translating research documents using local LLMs. Inspired by the fictional mystery of Dr. X, the system supports multi-format files, local RAG-based Q&A, Arabic translation, and ROUGE-based summarization — all without cloud dependencies.

  • Updated Sep 23, 2025
  • Python

Local Deep Research achieves ~95% on SimpleQA benchmark (tested with GPT-4.1-mini). Supports local and cloud LLMs (Ollama, Google, Anthropic, ...). Searches 10+ sources - arXiv, PubMed, web, and your private documents. Everything Local.

  • Updated Sep 23, 2025
  • Python

'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation Models through OpenAI-compatible API endpoints. Supports Apple Vision and single command (non-server) inference with piping as well

  • Updated Sep 23, 2025
  • Swift

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