← Back to search
github Active AI dev

Repository profile

zilliztech/memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.

Python MIT main Stack scanned README.md
Stars
2,243
Forks
194
Watchers
9
Issues
221
Commits
401
Awesome lists
1

Repository updates

Follow repository updates

Get generated zilliztech/memsearch development summaries by email, or follow the weekly and monthly RSS feeds.

Sign in to subscribe by email. RSS feeds are public.

Sign in to subscribe

Activity and growth

Tracked growth, recent movement, and commit velocity from stored repository snapshots.

Latest capture 2026-07-15 03:10

Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Stars since baseline
+410
Snapshot coverage
5

Tracked growth

5 captures since 2026-05-25

Stars from baseline +410

Time horizon

All tracked data

Stars history

Total stars

Commits history

Default branch commits

Detected stack

Frameworks, package managers, ecosystems, and dependency manifests found during catalog scans.

Scanned 2026-07-15 03:10

Stack signals
1
Package managers
2
Manifest files
4
Dependencies
32

Frameworks and tools

  • pytest test framework · high confidence
npm uv javascript python

Dependency files

4 manifests
  • pyproject.toml python ecosystem, 29 dependencies
  • uv.lock python ecosystem, 0 dependencies
  • plugins/openclaw/package.json javascript ecosystem, 2 dependencies
  • plugins/opencode/package.json javascript ecosystem, 1 dependency

Classification

Searchable topics, generated tags, and stack labels that explain where this repository fits.

Topics
20
Tags
0
Stacks
1

AI development signals

Agent instructions and tool configuration paths found in the repository tree.

2 paths

AI agent config detected

2 config paths 2 files 0 directories
Agent instructions Claude Code

Key config paths

Similar repositories

Nearest indexed repositories by embedding similarity.

NevaMind-AI/memU

Personal memory across agents

14,042 stars
Python 2 awesome lists

MemTensor/MemOS

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

10,211 stars
TypeScript 2 awesome lists

CortexReach/memory-lancedb-pro

Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI

4,450 stars
JavaScript 1 awesome list

caura-ai/caura-memclaw

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

323 stars
Python 1 awesome list

alibaizhanov/mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

183 stars
Python 1 awesome list

rohitg00/agentmemory

#1 Persistent memory for AI coding agents based on real-world benchmarks

25,149 stars
TypeScript 4 awesome lists

Metadata

Language
Python
License
MIT
Default branch
main
Created
2026-02-09
First commit
2026-02-09
Last pushed
2026-07-13
GitHub updated
2026-07-14
Last synced
2026-07-15 03:10
Stack detected
2026-07-15 03:10
Archived
no
GitHub Website

https://zilliztech.github.io/memsearch/

README

Appears in

1