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1. tokengate tokengate Public

   Context optimization for LLM apps. Ranks, dedups, and budgets retrieved chunks into a tighter prompt, with a full audit of what was kept, dropped, and why. No lossy compression, no LLM in the loop.

   Python

2. beacon beacon Public

   Local-first desktop RAG app for your own files: private, on-device document search and chat with local LLMs, using TokenGate for auditable context optimization.

   Python

3. Game_Of_Thrones_Analysis Game_Of_Thrones_Analysis Public

   A analysis project on the series game of thrones

   Python 13 9

4. NER-BILSTM-CRF NER-BILSTM-CRF Public

   Named Entity Recognition:

   Jupyter Notebook