🏛️ MemBridge

Termux-native memory palace for AI assistants

"Every conversation you have disappears. MemBridge keeps it forever."

Pure SQLite3 • Zero Dependencies • 100% Termux Compatible

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✨ Why MemBridge?

You work in Termux. You build incredible things. You talk to AI assistants. But every session is amnesia.

MemBridge gives your AI perfect memory of everything in your Termux home:

• 📁 All your projects and code
• 📦 Every git repository
• 📝 Documentation and notes
• 🔧 Scripts and configurations
• 💡 Ideas scattered across files

No cloud. No vector databases. No dependency hell. Just pure SQLite3.

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🚀 Quick Start

# One-line installer
curl -sSL https://raw.githubusercontent.com/yusdesign/membridge/main/install.sh | bash

# Mine your Termux home
membridge mine

# Search everything
membridge search "kaleidoscope"

# Wake up your AI
membridge wake-up

That's it. Your AI now remembers everything.

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🎯 What Makes It Special

🪶 Featherweight

· Zero native dependencies - Only Python's built-in sqlite3 · ~100KB of pure Python code · Works on any Android device with Termux

⚡ Lightning Fast

· FTS5 full-text search - Google-like queries · 1,500+ files indexed in seconds · WAL mode for concurrent access

🧠 AI-Native

· Wake-up protocol - Context injection for any LLM · Wing/Room/Hall structure - MemPalace-compatible · Knowledge graph triples - Entity relationships

🔒 Privacy First

· 100% offline - No cloud, no telemetry · Local SQLite database - Your data never leaves Termux · Open source - MIT licensed

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📊 Real-World Performance

Metric Value Files indexed 1,500+ Index time < 30 seconds Search latency < 10ms Database size ~5MB for 1,500 files Memory usage < 50MB RAM

Tested on Termux with Python 3.11, 1,494 files across 15 git repos.

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🏛️ The Palace Architecture

MemBridge inherits MemPalace's elegant structure:

Wing: "radio"           # Project/domain
  ├── Room: "circuits"  # Sub-topic
  │   ├── Hall: "code"  # Type of memory
  │   │   └── Drawer: timer555.py
  │   └── Hall: "docs"
  │       └── Drawer: README.md
  └── Room: "research"
      └── Hall: "notes"
          └── Drawer: pentode_notes.txt

Wings = Projects/people Rooms = Sub-topics Halls = Memory types (code, docs, configs) Drawers = Actual files

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🤖 AI Bridge Examples

DeepSeek / Claude / ChatGPT

# Get context and paste to AI
membridge wake-up

Local LLMs (Llama, Mistral)

# Load into context
membridge wake-up > context.txt
./llama-cli -f context.txt

Python API

from mempalace_bridge import TermuxMemPalace

palace = TermuxMemPalace()
palace.mine_termux_home()
results = palace.search("kaleidoscope")

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🎨 Real-World Use Cases

1. "Where's that script?"

$ membridge search "555 timer"
📍 [radio/circuits] timer555.py
   📁 ~/radio/timer555.py

2. "What did I work on last week?"

$ membridge recent --days 7
📝 15 files modified in ~/kscope/
📝 8 files in ~/dihedral/

3. "Wake up with my context"

$ membridge wake-up
=== TERMUX MEMORY CONTEXT ===
📦 15 git repos
🐍 3 Python projects
📝 158 scripts

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🔧 Advanced Usage

# Mine specific directory
membridge mine --path ~/myproject

# Search with filters
membridge search "auth" --wing myproject --hall code

# Export context for AI
membridge wake-up --wing radio > radio_context.txt

# Database maintenance
membridge vacuum
membridge status

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🌟 Community Love

"Finally, a memory system that actually works in Termux!" — Termux User

"Zero dependencies is a game changer for mobile development." — Python Developer

"My AI assistant finally remembers my projects across sessions." — DeepSeek User

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🤝 Contributing

MemBridge is a gift to the Termux and open-source AI community. We welcome:

· 🐛 Bug reports · 💡 Feature ideas · 📚 Documentation improvements · 🎨 Logo and design contributions

See CONTRIBUTING.md for guidelines.

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📜 License

MIT © yusdesign

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🙏 Acknowledgments

· Milla Jovovich & Ben Sigman for MemPalace - the inspiration · Termux community for making mobile Linux possible · SQLite team for the incredible embedded database · DeepSeek for being the perfect AI companion

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🍀 The Promise

MemBridge is more than code. It's a bridge between your mind and your AI.

Every idea you've coded. Every README you've written. Every script that solved a problem.

Now your AI remembers them all.

☘️ Built with love in Termux. For the community. Forever free. ☘️

⭐ Star us on GitHub • 🐛 Report Bug • 💬 Discussions