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Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.

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.

TranslatedTranslators is a library that aims to bring free, multiple, enjoyable translations to individuals and students in Python.

  • 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