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Memory Engine Python Packages

Python packages with the GitHub topic memory-engine. Sorted by relevance, with stars and monthly downloads.
RyjoxTechnologies
octopoda

The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.

7K 326 51
buildingjoshbetter
truememory

A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.

5K 77 9
razroo
state-trace

Agent state infrastructure: state-trace Python working memory plus @razroo/parallel-mcp durable MCP orchestration.

3K 1 0
wallter
trw-memory

Standalone AI agent memory engine — hybrid search (BM25 + vectors), Q-learning scoring, Ebbinghaus decay, tiered storage, knowledge graph. Part of TRW Framework.

1K 1 1
FlowElement-ai
mflow-ai

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

1K 3K 254
buildingjoshbetter
neuromem-core

A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.

366 79 9
gambletan
cortex-ai-memory

Persistent memory engine for AI agents. Local-first, sub-millisecond, zero cloud.

235 10 1
cyberkutti-iedc
snaildb

SnailDB — A fast, scalable AI-native database built for LLM memory, embeddings, and high-performance knowledge storage.

171 1 0
vibeinging
memme

Edge-first AI memory engine. Rust core, DuckDB single-file, sub-10ms search, 6 language bindings.

169 105 9
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