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Infrastructure for the next generation of voice agents, designed to provide universal memory. It is divided into a left brain and a right brain, storing information and emotions respectively, while a fully streaming architecture eliminates latency at the fundamental level.

Translators is a library that aims to bring free, multiple, enjoyable translations to individuals and students in Python. 「翻译官」是一个旨在用Python为个人和学生带来免费、多样、愉快翻译的库。

  • youdao
  • alibaba
  • sogou
  • deepl

Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex)

Teaching tool and debugging aid in context of references, mutable data types, and shallow and deep copy.

  • python3-data-visualization-debugging-education

pickleDB is an in memory key-value store using Python's orjson module for persistence. It can also use SQLite instead of orjson if needed.

EdgeRock: Strong Reasoning at Constant Memory. Multimodal models with O(N) generation and O(1) persistent history. Inference and evaluation code.

In-memory nucleotide sequence k-mer counting, filtering, graph traversal and more

  • dna
  • k-mer
  • python
  • bloom-filter

Universal SKILL.md catalog for research workflows: literature review, research design, project memory, manuscript writing, and cross-agent delegation for Claude Code, Codex, Gemini, Cursor, OpenClaw, and generic AI clients.

  • academic-writing
  • ai-skills
  • notebooklm
  • obsidian

Limon is a sandbox developed as a research project written in python, which automatically collects, analyzes, and reports on the run time indicators of Linux malware. It allows one to inspect Linux malware before execution, during execution, and after execution (post-mortem analysis) by performing static, dynamic and memory analysis using open source tools