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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.

1.2M 8 1
rapidsai
rmm-cu12

RAPIDS Memory Manager

228K 694 247
rapidsai
librmm-cu12

RAPIDS Memory Manager

215K 694 247
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.

39K 14K 2K
rapidsai
rmm-cu13

RAPIDS Memory Manager

25K 694 247
rapidsai
librmm-cu13

RAPIDS Memory Manager

24K 694 247
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.

23K 4K 173
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.

15K 4K 173
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 14K 2K
greyside
errand-boy

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

8K 36 6
thevickypedia
stress-injector

Python script, to inject memory, CPU and URL stress

6K 2 1
MemTensor
memoryos

AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.

5K 9K 793
ZeroIntensity
pointers-py

Bringing the hell of pointers to Python.

5K 935 11
gamenet
rma

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

4K 792 83
phillipclapham
anneal-memory

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

4K 2 0
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.

3K 2 0
paulross
pymemtrace

Python memory tracing.

3K 25 3
MemMachine
memmachine-server

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.

3K 4K 173
rapidsai
rmm-cu11

RAPIDS Memory Manager

3K 694 247
lerim-dev
lerim

Background memory agent for coding workflows. Automatically extracts reusable project memory from coding-agent sessions.

3K 78 6
Jeffyjefchat
oracle-mempalace

Oracle Protocol: collective knowledge network with federation, trust scoring, token incentives, and conflict resolution for AI agents

2K 5 0
openscilab
memor

Reproducible Structured Memory for LLMs

2K 58 4
mem7ai
mem7

High-performance AI memory engine with Rust core

2K 34 0
johnvonneumann36
cognitiveos

Local-first cognitive memory runtime for AI agents

2K 5 0
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