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Memory Management Python Packages

Python packages with the GitHub topic memory-management. Sorted by relevance, with stars and monthly downloads.
Eric-Canas
circular-dict

CircularDict is a high-performance Python data structure that blends the functionality of dictionaries and circular buffers. Inheriting the usage of traditional dictionaries, it allows you to define constraints on size and memory usage. Ideal for caching large data structures while maintaining control over memory footprint.

986K 8 1
rapidsai
rmm-cu12

RAPIDS Memory Manager

196K 696 247
rapidsai
librmm-cu12

RAPIDS Memory Manager

171K 696 247
MemMachine
memmachine-common

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

42K 3K 174
MemMachine
memmachine-client

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

36K 3K 174
MemoriLabs
memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

35K 15K 2K
rapidsai
rmm-cu13

RAPIDS Memory Manager

26K 696 247
rapidsai
librmm-cu13

RAPIDS Memory Manager

26K 696 247
MemoriLabs
memorisdk

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

9K 15K 2K
thevickypedia
stress-injector

Python script, to inject memory, CPU and URL stress

8K 2 1
greyside
errand-boy

A memory-conscious alternative to os.fork() and subprocess.Popen().

8K 36 6
gamenet
rma

Redis memory profiler to find the RAM bottlenecks throw scaning key space in real time and aggregate RAM usage statistic by patterns.

6K 792 83
MemTensor
memoryos

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

5K 9K 830
sattyamjjain
mnemo-db

MCP-native embedded memory database for AI agents built in Rust. REMEMBER/RECALL/FORGET/SHARE primitives with hybrid vector search, AES-256-GCM encryption, DuckDB/PostgreSQL backends & SDKs for Python, TypeScript and Go.

4K 2 0
lerim-dev
lerim

Context compiler layer for AI agents. 🌟 Star if you like it!

4K 81 6
paulross
pymemtrace

Python memory tracing.

4K 25 3
phillipclapham
anneal-memory

Living memory for AI agents with an immune system. Episodes compress into identity. Zero dependencies, works with any client.

3K 5 0
cognitiveos
cognitiveos

Local-first cognitive graph middleware with CLI, MCP, and Docker runtime targets.

3K 5 0
openscilab
memor

Reproducible Structured Memory for LLMs

3K 63 4
MemMachine
memmachine-server

MemMachine Server - The complete MemMachine memory system server with episodic and profile memory

3K 3K 174
rapidsai
rmm-cu11

RAPIDS Memory Manager

3K 696 247
Lyellr88
marm-mcp-server

Stop re-explaining yourself to your AI. MARM gives every session persistent memory, cross-agent context sharing, and structured reasoning that builds as you work, not resets. Includes a live web dashboard for browsing memories, logs, and sessions without touching the CLI. Connects over HTTP, HTTPS, STDIO to fit any stack or deployment.

3K 290 50
MemoriLabs
hermes-memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

2K 15K 2K
ZeroIntensity
pointers-py

Bringing the hell of pointers to Python.

2K 933 11
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