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1. deepsearch-academic deepsearch-academic Public

   An implementation of Google Deep Search with support for 1000+ references, local inference, chatting with your scraping session using RAPTOR, and report generation.

   Python 181 27

2. open-deepthink open-deepthink Public

   Qualitative Neural Networks as a deep-think paradigm

   Python 151 21

3. spin-rag spin-rag Public

   RAG heuristic to heal damaged business records - assuming its lost, then educated guesses become better than nothing.

   Python 11

4. attention-grammar attention-grammar Public

   Symbolic primitives for reasoning parsing. If language is too expensive for your SOTA tiny model, use meta tags.

   Python 5 1

5. qualitative-self-attention qualitative-self-attention Public

   Watch a transformer block as a living agent society.

   Python 2

6. colibri colibri Public

   Forked from JustVugg/colibri

   Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

   C