mempalace

The best-benchmarked open-source AI memory system. And it's free.

47 articles 54.2k View on GitHub ↗
47 articles
MemPalace Agent Diary System and Cross-Wing Navigation: Complete Technical Guide

Explore the MemPalace agent diary system and cross-wing navigation. Learn how this local-first architecture uses hierarchical drawers and graph tunnels for semantic concept connections across projects.

technical-guide
Jun 7, 2026
MemPalace Docker Deployment with GPU Acceleration: Multi-Stage CUDA Build Guide

Deploy MemPalace with Docker and GPU acceleration. This guide details a multi-stage CUDA build for high-performance embedding inference using onnxruntime-gpu.

how-to-guide
Jun 7, 2026
MemPalace Multi-Language Embedding Support and Configuration: A Deep Architectural Guide

Explore MemPalace multi-language embedding support and configuration. Learn how to leverage the Embeddinggemma ONNX model and configure CPU fallback for efficient NLP.

deep-dive
Jun 7, 2026
Implementing Contradiction Detection in MemPalace: A Complete Technical Guide

Implement contradiction detection in MemPalace. This guide details offline comparison against local data for confusion and mismatch identification, no external APIs needed.

how-to-guide
Jun 7, 2026
Using the MemPalace Sweeper for Per-Message Verbatim Recall

Master per-message verbatim recall with the MemPalace sweeper. Efficiently process Claude-Code JSONL transcripts for complete, resume-safe message storage.

how-to-guide
Jun 7, 2026
Preventing Prompt Contamination with MemPalace query_sanitizer: A 4-Step Recovery Strategy

Learn how to prevent prompt contamination with MemPalace query_sanitizer. Recover retrieval accuracy from 1% to 90% using our four-step strategy.

how-to-guide
Jun 7, 2026
Input Validation and Sanitization in MemPalace config.py: A Complete Guide

Learn input validation and sanitization in MemPalace config.py. Discover how strict functions protect data by stripping malformed Unicode, enforcing length limits, and validating dates.

how-to-guide
Jun 7, 2026
How to Migrate MemPalace Between ChromaDB Versions Without Data Loss

Safely migrate MemPalace between ChromaDB versions. Our built-in tool rebuilds your palace extracting data from SQLite, ensuring no data loss. Learn more.

migration-guide
Jun 7, 2026
How to Repair MemPalace Palace Inconsistencies with the repair Module

Easily repair MemPalace palace inconsistencies using the dedicated mempalace.repair module. Detect and fix HNSW index corruption with on-disk operations for enhanced safety and efficiency.

how-to-guide
Jun 7, 2026
MemPalace Deduplication Strategies for Mined Content: A Technical Guide

Learn MemPalace deduplication strategies for mined content. Discover how MemPalace uses a greedy longest match algorithm to remove redundant text and preserve complete documents.

tutorial
Jun 7, 2026
How to Export Palace Data Using the MemPalace Exporter Module

Learn how to export palace data with MemPalace exporter module. Convert ChromaDB storage to Markdown safely and efficiently with export_palace().

how-to-guide
Jun 7, 2026
Ensuring Privacy with MemPalace's Local-First Architecture: A Technical Deep Dive

Discover how MemPalace's local-first architecture ensures your data privacy by default. Learn the technical details of keeping information secure on your machine.

deep-dive
Jun 7, 2026

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