Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

English translation of MiroFish (github.com/666ghj/MiroFish) - A concise and universal swarm intelligence engine for predicting everything.

The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.

An IntelliJ plugin for editing Zephir code

Convert PHP 7 files to Zephir zep files and create a native PHP extension

Minimal example of zep integration with ImGui

A 'simple' live coding environment, currently for Vulkan.

ZEP Studio: A Block Coding Editor for ZEP Script-based Apps (🏆 Second prize of JUNCTION ASIA's ZEP Track)

Community MiroFish guide and AI-agent skill with operator workflow, troubleshooting, evaluation rubric, prompt engineering, model and proxy compatibility, runtime forensics, and report audit.

Persistent memory for Claude Code - powered by Graphiti knowledge graphs

Unified memory gateway for AI agents

Multi-agent memory substrate for PostgreSQL — provenance-gated, vector-hybrid recall

Homebrew compiler built from the ground up

Stop AI agents from confidently using stale facts. MemGuard validates memories in Mem0, Zep, Letta & LangMem against reality — trust scores, quarantine, tamper-proof audit trail, MCP tools. Like Datadog for agent memory.

n8n community node for Zep Cloud v3 - AI agents with persistent memory and knowledge graphs

A simple ZEP SDK for laravel

Streamlit chatbot with Zep-backed long-term memory and interactive knowledge graph visualization of conversations.

AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, agent frameworks, runtimes, vector stores, knowledge graphs, MCP servers, benchmarks. Searchable with typed edges, lineages, citations.

Self-hosted local graph backend edition of MiroFish using Neo4j, Qdrant, and OpenAI-compatible LLM APIs.

pip install heropen — Long-term memory for local AI agents. 100% local, no cloud, MCP protocol.