#persistentMemmory

Engram is a production-ready memory system that gives AI agents persistent, searchable memory across conversations. Think of it as SQLite for agent state - simple, fast, and reliable. Features 🧠 Hybrid Memory Retrieval - Combines semantic similarity, recency, confidence, and access patterns 🔍 Full-Text Search - SQLite FTS5 for fast keyword search 🎯 Vector Embeddings - Local embeddings with Xenova/all-MiniLM-L6-v2 (~23MB) 🔐 Secret Detection - Automatic detection and redaction of API keys and credentials 🧹 Auto-Consolidation - Duplicate detection, contradiction flagging, confidence decay 📊 Web Dashboard - Modern React UI for visualizing and managing memories 🔌 MCP Server - Model Context Protocol integration for Claude Desktop/Code 🚀 REST API - Full-featured HTTP API with CORS support 📦 Zero Config - Works out of the box with sensible defaults